URL analizada
https://versium.com
Puntuación AI-Ready
61
/ C
Aceptable
de 100
Ahorro de tokens
Tokens HTML
124.956
Tokens Markdown
2692
Ahorro
98%
Desglose de la puntuación
HTML semántico
47/100
Eficiencia del contenido
48/100
Visibilidad para IA
45/100
Datos estructurados
100/100
Accesibilidad
87/100
Tu página tiene un bajo ratio de contenido real respecto al HTML total. Gran parte del peso de la página es marcado, scripts o estilos en lugar de contenido.
Cómo implementarlo
Mueve el CSS a hojas de estilo externas, elimina los estilos en línea, minimiza el JavaScript y asegúrate de que el HTML se centre en la estructura del contenido.
Tu sitio no soporta Markdown for Agents. Este estándar de Cloudflare permite a los agentes IA solicitar contenido en formato markdown, reduciendo el uso de tokens en ~80%.
Cómo implementarlo
Implementa uno o más: (1) Responder a Accept: text/markdown con contenido markdown. (2) Servir URLs .md (ej: /pagina.md). (3) Añadir etiquetas <link rel="alternate" type="text/markdown">. (4) Añadir cabeceras HTTP Link para descubrimiento markdown.
No se encontraron directivas Content-Signal. Estas indican a los agentes IA cómo pueden usar tu contenido (indexación, entrada IA, datos de entrenamiento). La ubicación recomendada es robots.txt.
Cómo implementarlo
Añade Content-Signal a tu robots.txt: User-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no. También puedes añadirlo como cabecera HTTP en respuestas markdown.
Muchos elementos tienen atributos de estilo en línea. Estos añaden ruido para los AI agents al extraer contenido.
Cómo implementarlo
Mueve todos los estilos en línea a clases CSS en tu hoja de estilos. Usa frameworks de CSS utilitario como Tailwind si necesitas muchos estilos únicos.
La estructura de encabezados tiene problemas (niveles saltados o múltiples etiquetas h1). Una jerarquía limpia ayuda a los AI agents a comprender la organización del contenido.
Cómo implementarlo
Asegúrate de tener exactamente un <h1> por página y que los encabezados sigan un orden secuencial: h1 > h2 > h3. No saltes niveles (por ejemplo, de h1 directamente a h3).
Tu página depende en gran medida de elementos <div>. Los elementos semánticos como <section>, <nav>, <header>, <footer> y <aside> proporcionan una estructura significativa para los AI agents.
Cómo implementarlo
Reemplaza los contenedores <div> genéricos con los elementos semánticos apropiados. Usa <section> para grupos temáticos, <nav> para navegación, <header>/<footer> para cabeceras y pies de página o sección.
Algunas imágenes carecen de texto alternativo descriptivo. Un buen texto alternativo ayuda a los AI agents a comprender el contenido y contexto de las imágenes.
Cómo implementarlo
Añade atributos alt descriptivos a todas las imágenes. Describe lo que muestra la imagen, no solo 'imagen' o 'foto'. Para imágenes decorativas, usa alt="" (vacío).
## Your Marketing Sales GTM Product Customer Analytics Creative Acquisition Partner Technology Revenue Biz Dev Data Science Team ## Needs Better Data ## Experience Versium Versium REACH is redefining the future of data. As a leading DaaS provider, we empower businesses of all sizes to unlock the full potential of their data with the most versatile data technology. #### Unmatched Data Quality Enrich datasets with demographics, consumer and business contact information, address data, and firmographics—backed by advanced insights to ensure accuracy and reliability.  #### Enterprise-Grade Security Protect sensitive information through robust encryption, strict access controls, and compliance with data privacy laws such as the CCPA.  #### Seamless Integration Easily connect Versium REACH to your existing systems with flexible APIs and pre-built connectors.  #### Scalability for Growth Whether you’re a startup or an enterprise, our platform grows with you, adapting to your evolving data needs.  ## The Versium REACH Advantage Our platform is designed to transform raw data into actionable intelligence through: ### Data Enrichment  Enrich your data with attributes that provide better reach and deeper customer insights. ### Audience Creation  Grow your base with new audience creation. ### AI-Ready Architecture  Prepare and cleanse your data for advanced AI applications and machine learning models. ### Real-Time Access  Get the information you need when you need it with instant data activation capabilities.  ## Trusted by Businesses at All Stages of Growth With a legacy of innovation and excellence, Versium has been a trusted partner for businesses at any stage of their data journey. Our commitment to quality, security, and customer success ensures that you can rely on us for all your data needs. ## Our Customers Say It Best "Versium REACH has been a game-changer for our organization. By improving the quality of our donor data and gaining deeper insights into our supporters, we’ve been able to more effectively communicate our mission and raise much-needed funds." Marketing DirectorNon-Profit Client "Versium been instrumental in helping us connect with the right customers, streamline our marketing efforts, and achieve measurable results. Versium’s platform is user-friendly, and their team has been incredibly responsive and supportive. We’re excited to continue our partnership and build on this success!" Sarah M.American Investment Firm "Versium transformed our audience matching, tripling match rates and reducing CPC across key platforms. It’s easy, cost-effective, and an essential tool in our paid media strategy." Nick T.Educational Publishing Company "We searched, researched, and vetted various options when we were looking for a skip-tracing provider because we were looking for a very high level of quality. And that’s exactly what we found with Versium. We’ve been with Versium for several years now and the service continues to get better and better." Daniel C.Real Estate Data Reseller "We chose Versium as a partner for their unique spin on addressability for B2B, and their ability to crosswalk a business identity with a consumer identity in a way that’s more attainable than the competition." AnnMarie WillsCEO & Co-Founder of Leverage Lab ## Blogs       ## Newsroom       ## Case Studies       ## Powering the Next Generation of Marketing with US-Specific Identity Data and AI-Ready Orchestration. Versium REACH is a cloud-based **Data-as-a-Service (DaaS)** platform designed to cleanse, enrich, and scale US specific marketing data. It works by matching your first-party customer data against Versium’s proprietary **B2B2C Identity Graph**, which contains over 2 billion contact points. This process allows businesses to supercharge first-party lists by opening up new channels such as email, telemarketing, and digital campaigns. It also allows businesses to map professional identities to personal attributes, enabling precise omnichannel targeting. For businesses seeking new prospects, Versium REACH audience creation tools allow businesses to create custom demographic and persona based marketing lists. Versium utilizes a proprietary matching engine within its identity graph to crosswalk disparate data sets into a unified business and consumer view. By mapping digital identifiers (like emails or mobile IDs) to offline attributes (like addresses and demographic data), Versium allows marketers to bridge the gap between fragmented touchpoints. This identity crosswalk enables precise audience enrichment and omnichannel reach across Meta, Google, Display, Connected TV (CTV), and other social or programmatic platforms. Versium offers three primary pricing models: - **Pay-As-You-Go:** Starting at **$125 per file**, ideal for one-time, low volume needs. - **Credit Packages:** Starting at **$250**, offering a lower cost-per-match ($0.033 – $0.05) for moderate volume. - **Annual Subscriptions:** Custom pricing for high-volume needs (>90,000 credits), which includes **API access** and the **MCP Server**. Versium is compliant with **CCPA** and all individual US state mandated regulations. Versium operates as a registered data broker. Versium appreciates and understands the importance of data privacy. To review the privacy policy in full, visit [https://versium.com/privacy-policy/](https://versium.com/privacy-policy/). Yes. Versium REACH provides high-fidelity, cleansed data that is ideal for grounding **Machine Learning (ML)** and **Predictive Modeling**. By enriching your training sets with our firmographic and demographic attributes, you can improve the accuracy of lead scoring models and churn prediction algorithms. While ZoomInfo focuses on a broad B2B directory for sales prospecting, **Versium specializes in Identity Resolution and Data Enrichment.** Versium’s unique advantage is its **B2B2C link**, which connects professional personas to consumer data—something traditional B2B platforms often lack. Versium is typically more cost-effective for high-volume data cleansing and programmatic audience building. Versium offers integrations with **HubSpot, Treasure Data, Lytics, Zapier**, a **Google Sheets Add-on**, and availability on the **AWS** marketplace. For custom workflows, developers can use the **Versium REACH APIs** or **Versium REACH MCP Server** to automate data enrichment directly within their existing tech stack. Our **Data Toolbox** includes: - **Firmographic Append:** Industry, revenue, and company size. - **Demographic Append:** Age, gender, and household income. - **Contact Append:** Adding missing emails and direct-dial phone numbers. - **IP-to-Domain:** Identifying the companies visiting your website. - **Consumer to Business Append** (C2B): Append a business person starting from a consumer email. - **Online Audience Append:** Append a hashed list of alternate consumer email and phone numbers for use on social platforms (Meta, LinkedIn, Google, TikTok, etc.) Launched in early 2026, the **Versium REACH MCP Server** uses the **Model Context Protocol** to connect AI agents (like Claude or ChatGPT) directly to our identity graph. This allows your AI to "search" and "enrich" data autonomously using natural language commands, without you needing to manually export or upload CSV files. Yes. New users can sign up for a [**Free Trial**](http://app.versium.com/create-account) that includes **5 free data downloads** and access to "List Insights" to preview the match rate and data quality of their specific lists before purchasing credits or a subscription. ## Ready to Transform Your Data Strategy? Explore Versium REACH today for free and discover how we can help you achieve your goals faster and smarter.
B2B2C Identity Resolution & Data Enrichment | Versium - [Data Directory](https://bit.ly/4l6XKFr) - [Contact Us](https://versium.com/contact-us) - [About](https://versium.com/about) - [Log In](https://app.versium.com/login) [](https://versium.com/) [Request Demo](https://versium.com/#) [Start Free Trial](https://app.versium.com/create-account) # Your Marketing Sales GTM Product Customer Analytics Creative Acquisition Partner Technology Revenue Biz Dev Data Science Team # Needs Better Data [Get Started](https://app.versium.com/create-account) ## Experience Versium Versium REACH is redefining the future of data. As a leading DaaS provider, we empower businesses of all sizes to unlock the full potential of their data with the most versatile data technology. #### Unmatched Data Quality Enrich datasets with demographics, consumer and business contact information, address data, and firmographics—backed by advanced insights to ensure accuracy and reliability.  #### Enterprise-Grade Security Protect sensitive information through robust encryption, strict access controls, and compliance with data privacy laws such as the CCPA.  #### Seamless Integration Easily connect Versium REACH to your existing systems with flexible APIs and pre-built connectors.  #### Scalability for Growth Whether you’re a startup or an enterprise, our platform grows with you, adapting to your evolving data needs.  ## The Versium REACH Advantage Our platform is designed to transform raw data into actionable intelligence through: ### Data Enrichment  Enrich your data with attributes that provide better reach and deeper customer insights. ### Audience Creation  Grow your base with new audience creation. ### AI-Ready Architecture  Prepare and cleanse your data for advanced AI applications and machine learning models. ### Real-Time Access  Get the information you need when you need it with instant data activation capabilities. ## Solutions for Every Industry From marketing and advertising to fintech, healthcare, real estate, retail, E-commerce, the public sector, insurance, and beyond, Versium REACH delivers solutions that address the unique challenges of each sector. Whether it’s creating a 360-degree customer view or driving market intelligence, our platform equips businesses with the tools they need to succeed. - [Marketing & Advertising](https://versium.com/marketing-and-advertising/) - [Retail & E-commerce](https://versium.com/retail-ecommerce/) - [Finance & Banking](https://versium.com/finance-banking/) - [Political & Non-Profit](https://versium.com/political-and-non-profit) - [Market Intelligence & Research](https://versium.com/market-intelligence-and-research/) - [Real Estate](https://versium.com/real-estate)  ## Trusted by Businesses at All Stages of Growth With a legacy of innovation and excellence, Versium has been a trusted partner for businesses at any stage of their data journey. Our commitment to quality, security, and customer success ensures that you can rely on us for all your data needs.              ## Our Customers Say It Best "Versium REACH has been a game-changer for our organization. By improving the quality of our donor data and gaining deeper insights into our supporters, we’ve been able to more effectively communicate our mission and raise much-needed funds." Marketing DirectorNon-Profit Client "Versium been instrumental in helping us connect with the right customers, streamline our marketing efforts, and achieve measurable results. Versium’s platform is user-friendly, and their team has been incredibly responsive and supportive. We’re excited to continue our partnership and build on this success!" Sarah M.American Investment Firm "Versium transformed our audience matching, tripling match rates and reducing CPC across key platforms. It’s easy, cost-effective, and an essential tool in our paid media strategy." Nick T.Educational Publishing Company "We searched, researched, and vetted various options when we were looking for a skip-tracing provider because we were looking for a very high level of quality. And that’s exactly what we found with Versium. We’ve been with Versium for several years now and the service continues to get better and better." Daniel C.Real Estate Data Reseller "We chose Versium as a partner for their unique spin on addressability for B2B, and their ability to crosswalk a business identity with a consumer identity in a way that’s more attainable than the competition." AnnMarie WillsCEO & Co-Founder of Leverage Lab ## Blogs [](https://versium.com/blog/first-party-data-enrichment-guide-2026-cookieless-marketing/)  ### [6 Critical Reasons First-Party Data Enrichment is the Only Way to Survive 2026](https://versium.com/blog/first-party-data-enrichment-guide-2026-cookieless-marketing/ "6 Critical Reasons First-Party Data Enrichment is the Only Way to Survive 2026") With cookies becoming fragmented and nearly useless, first-party data enrichment... [](https://versium.com/blog/how-to-use-skip-tracing-for-real-estate-investing-and-why-versium-reach-is-a-game-changer/)  ### [5 Proven Ways Skip Tracing for Real Estate Can Explode Your Deal Flow](https://versium.com/blog/how-to-use-skip-tracing-for-real-estate-investing-and-why-versium-reach-is-a-game-changer/ "5 Proven Ways Skip Tracing for Real Estate Can Explode Your Deal Flow") Master skip tracing for real estate to find motivated sellers... [](https://versium.com/blog/real-estate-data-enrichment-guide/)  ### [Real Estate Data Enrichment: The Investor’s Guide to Actionable Data](https://versium.com/blog/real-estate-data-enrichment-guide/ "Real Estate Data Enrichment: The Investor’s Guide to Actionable Data") Master real estate data enrichment to find off-market deals. Learn... View All [](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/)  ### [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/ "Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand") The Challenge A growing B2B SaaS company had a strong... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 [](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/)  ### [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/ "Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH") The Challenge A national investment firm was working with outdated... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 [](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/)  ### [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/ "SaaS Company Uses Versium REACH to Increase Match Rates by 320%") The Challenge Many digital platforms like Meta, LinkedIn, and YouTube... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 View All [View All](https://versium.com/blog/) ## Newsroom [](https://versium.com/blog/news_room/versium-unveils-fresh-brand-identity-to-reflect-growing-innovation-in-b2b2c-marketing-data/)  ### [Versium Unveils Fresh Brand Identity to Reflect Growing Innovation in B2B2C Marketing Data](https://versium.com/blog/news_room/versium-unveils-fresh-brand-identity-to-reflect-growing-innovation-in-b2b2c-marketing-data/ "Versium Unveils Fresh Brand Identity to Reflect Growing Innovation in B2B2C Marketing Data") [](https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=166778#new_tab)  ### [Versium releases free Dedupe Tool for simplifying customer data management](https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=166778#new_tab "Versium releases free Dedupe Tool for simplifying customer data management") [](https://blog.hubspot.com/marketing/marketing-strategy#new_tab)  ### [How to Create a Complete Marketing Strategy in 2025 \[Data + Expert Tips\]](https://blog.hubspot.com/marketing/marketing-strategy#new_tab "How to Create a Complete Marketing Strategy in 2025 [Data + Expert Tips]") View All [](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/)  ### [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/ "Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand") The Challenge A growing B2B SaaS company had a strong... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 [](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/)  ### [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/ "Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH") The Challenge A national investment firm was working with outdated... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 [](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/)  ### [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/ "SaaS Company Uses Versium REACH to Increase Match Rates by 320%") The Challenge Many digital platforms like Meta, LinkedIn, and YouTube... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 View All [View All](https://versium.com/newsroom/) ## Case Studies [](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/)  ### [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/ "Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand") The Challenge A growing B2B SaaS company had a strong... [](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/)  ### [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/ "Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH") The Challenge A national investment firm was working with outdated... [](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/)  ### [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/ "SaaS Company Uses Versium REACH to Increase Match Rates by 320%") The Challenge Many digital platforms like Meta, LinkedIn, and YouTube... View All [](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/)  ### [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/ "Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand") The Challenge A growing B2B SaaS company had a strong... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 [](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/)  ### [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/ "Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH") The Challenge A national investment firm was working with outdated... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 [](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/)  ### [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/ "SaaS Company Uses Versium REACH to Increase Match Rates by 320%") The Challenge Many digital platforms like Meta, LinkedIn, and YouTube... [](https://versium.com/blog/author/mmichaels243747329/) [Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ "Posts by Michelle Michaels")August 19, 2025 View All [View All](https://versium.com/case-studies/) ## Powering the Next Generation of Marketing with US-Specific Identity Data and AI-Ready Orchestration. [What is Versium REACH and how does it work? ](https://versium.com/#collapse-9dc679969d7b4672899d) Versium REACH is a cloud-based **Data-as-a-Service (DaaS)** platform designed to cleanse, enrich, and scale US specific marketing data. It works by matching your first-party customer data against Versium’s proprietary **B2B2C Identity Graph**, which contains over 2 billion contact points. This process allows businesses to supercharge first-party lists by opening up new channels such as email, telemarketing, and digital campaigns. It also allows businesses to map professional identities to personal attributes, enabling precise omnichannel targeting. For businesses seeking new prospects, Versium REACH audience creation tools allow businesses to create custom demographic and persona based marketing lists. [How does Versium resolve and enrich business and consumer identities? ](https://versium.com/#collapse-0e1ba8169d7b4672899d) Versium utilizes a proprietary matching engine within its identity graph to crosswalk disparate data sets into a unified business and consumer view. By mapping digital identifiers (like emails or mobile IDs) to offline attributes (like addresses and demographic data), Versium allows marketers to bridge the gap between fragmented touchpoints. This identity crosswalk enables precise audience enrichment and omnichannel reach across Meta, Google, Display, Connected TV (CTV), and other social or programmatic platforms. [What are the pricing tiers for Versium REACH? ](https://versium.com/#collapse-4c84b7169d7b4672899d) Versium offers three primary pricing models: - **Pay-As-You-Go:** Starting at **$125 per file**, ideal for one-time, low volume needs. - **Credit Packages:** Starting at **$250**, offering a lower cost-per-match ($0.033 – $0.05) for moderate volume. - **Annual Subscriptions:** Custom pricing for high-volume needs (>90,000 credits), which includes **API access** and the **MCP Server**. [How does Versium ensure CCPA and data privacy compliance? ](https://versium.com/#collapse-91979c069d7b4672899d) Versium is compliant with **CCPA** and all individual US state mandated regulations. Versium operates as a registered data broker. Versium appreciates and understands the importance of data privacy. To review the privacy policy in full, visit [https://versium.com/privacy-policy/](https://versium.com/privacy-policy/). [Can I use Versium data to train custom AI and ML models? ](https://versium.com/#collapse-fd5fd8a69d7b4672899d) Yes. Versium REACH provides high-fidelity, cleansed data that is ideal for grounding **Machine Learning (ML)** and **Predictive Modeling**. By enriching your training sets with our firmographic and demographic attributes, you can improve the accuracy of lead scoring models and churn prediction algorithms. [What is the difference between Versium and ZoomInfo? ](https://versium.com/#collapse-4e4c08469d7b4672899d) While ZoomInfo focuses on a broad B2B directory for sales prospecting, **Versium specializes in Identity Resolution and Data Enrichment.** Versium’s unique advantage is its **B2B2C link**, which connects professional personas to consumer data—something traditional B2B platforms often lack. Versium is typically more cost-effective for high-volume data cleansing and programmatic audience building. [How do I integrate Versium REACH into my CRM? ](https://versium.com/#collapse-4cf4a7c69d7b4672899d) Versium offers integrations with **HubSpot, Treasure Data, Lytics, Zapier**, a **Google Sheets Add-on**, and availability on the **AWS** marketplace. For custom workflows, developers can use the **Versium REACH APIs** or **Versium REACH MCP Server** to automate data enrichment directly within their existing tech stack. [What types of data enrichment does Versium provide? ](https://versium.com/#collapse-f85364f69d7b4672899d) Our **Data Toolbox** includes: - **Firmographic Append:** Industry, revenue, and company size. - **Demographic Append:** Age, gender, and household income. - **Contact Append:** Adding missing emails and direct-dial phone numbers. - **IP-to-Domain:** Identifying the companies visiting your website. - **Consumer to Business Append** (C2B): Append a business person starting from a consumer email. - **Online Audience Append:** Append a hashed list of alternate consumer email and phone numbers for use on social platforms (Meta, LinkedIn, Google, TikTok, etc.) [What is the Versium REACH MCP Server for AI? ](https://versium.com/#collapse-afdd9c369d7b4672899d) Launched in early 2026, the **Versium REACH MCP Server** uses the **Model Context Protocol** to connect AI agents (like Claude or ChatGPT) directly to our identity graph. This allows your AI to "search" and "enrich" data autonomously using natural language commands, without you needing to manually export or upload CSV files. [Does Versium offer a free trial? ](https://versium.com/#collapse-2fbdbef69d7b4672899d) Yes. New users can sign up for a [**Free Trial**](http://app.versium.com/create-account) that includes **5 free data downloads** and access to "List Insights" to preview the match rate and data quality of their specific lists before purchasing credits or a subscription. ## Ready to Transform Your Data Strategy? Explore Versium REACH today for free and discover how we can help you achieve your goals faster and smarter. [Get Started](https://app.versium.com/create-account) [](https://versium.com/#)[](https://versium.com/#) Loading Comments... Write a Comment... Email (Required) Name (Required) Website [](https://versium.com/#)
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# Versium > Versium operates the industry’s most comprehensive B2B2C identity resolution platform, helping marketers identify, understand, and reach their ideal prospects across the entire customer journey. The company’s proprietary data assets include over 2 billion contact points and 2+ trillion insight attr… ## Main - [B2B2C Identity Resolution & Data Enrichment | Versium](https://versium.com): Fuel marketing with Versium REACH. Clean, enrich, and action B2B2C data with our proprietary identity graph to drive 10… - [About](https://versium.com/about) - [Pricing](https://versium.com/pricing/) - [About Us](https://versium.com/about/) - [Skip to content](https://versium.com/) - [Data Cleansing](https://versium.com/data-cleansing) - [Data Enrichment](https://versium.com/data-enrichment) - [Audience Creation](https://versium.com/audience-creation) - [APIs](https://versium.com/apis) - [MCP Server](https://versium.com/versium-reach-mcp) - [Integrations](https://versium.com/integrations) - [Finance & Banking](https://versium.com/finance-banking) ## Blog - [Blog](https://versium.com/blog) - [6 Critical Reasons First-Party Data Enrichment is the Only Way to Survive 2026](https://versium.com/blog/first-party-data-enrichment-guide-2026-cookieless-marketing/) - [5 Proven Ways Skip Tracing for Real Estate Can Explode Your Deal Flow](https://versium.com/blog/how-to-use-skip-tracing-for-real-estate-investing-and-why-versium-reach-is-a-game-changer/) - [Real Estate Data Enrichment: The Investor’s Guide to Actionable Data](https://versium.com/blog/real-estate-data-enrichment-guide/) - [Blog](https://versium.com/blog/) ## Legal - [Terms of Service](https://versium.com/terms-conditions/) - [Privacy Policy](https://versium.com/privacy-policy/) ## Support - [Contact Us](https://versium.com/contact-us)
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Formato no válido — debería empezar con un encabezado # y tener contenido significativoGenerated by Rank Math SEO, this is an llms.txt file designed to help LLMs better understand and index this website. # Versium: Versium operates the industry’s most comprehensive B2B2C identity resolution platform, helping marketers identify, understand, and reach their ideal prospects across the entire customer journey. The company’s proprietary data assets include over 2 billion contact points and 2+ trillion insight attributes, creating the richest identity graph for North American businesses and consumers. Versium REACH, the company’s flagship platform, provides marketers with tools for data cleansing, audience building, and cross-channel activation, while the Versium API suite offers developers real-time access to identity resolution and data enrichment capabilities. The company serves clients ranging from mid-market businesses to Fortune 500 enterprises across industries including technology, financial services, healthcare, and professional services. ## Posts - [6 Critical Reasons First-Party Data Enrichment is the Only Way to Survive 2026](https://versium.com/blog/first-party-data-enrichment-guide-2026-cookieless-marketing/): With cookies becoming fragmented and nearly useless, first-party data enrichment is no longer optional. Learn how to turn "thin" lead data into high-conversion audiences with Versium. - [5 Proven Ways Skip Tracing for Real Estate Can Explode Your Deal Flow](https://versium.com/blog/how-to-use-skip-tracing-for-real-estate-investing-and-why-versium-reach-is-a-game-changer/): Master skip tracing for real estate to find motivated sellers and close off-market deals faster. See why Versium REACH is the ultimate tool for investors. - [Real Estate Data Enrichment: The Investor’s Guide to Actionable Data](https://versium.com/blog/real-estate-data-enrichment-guide/): Master real estate data enrichment to find off-market deals. Learn how Versium REACH turns simple addresses into actionable owner profiles with on-demand credits or flexible subscriptions. - [Datafinder is Retiring: Celebrating a Legacy and Embracing the Future with Versium REACH](https://versium.com/blog/datafinder-retirement/): After years of helping businesses uncover deep data insights, our legacy Datafinder platform officially hangs up its hat on April 1, 2026. But as one door closes, a much more powerful one opens. We’re celebrating the retirement of our legacy tools by moving the party over to Versium REACH—our modern, all-in-one platform for data activation and identity resolution. - [7 Pro Tips to Skyrocket Your Facebook Custom Audience Match Rates](https://versium.com/blog/how-to-improve-match-rates-with-facebook-custom-audiences/): Struggle with low Facebook Custom Audience match rates? Discover how to use data appending and Versium to boost B2B match rates by up to 5x and maximize ROI. - [What is an Identity Graph? 5 Ways to Transform Your Marketing ROI](https://versium.com/blog/what-is-an-identity-graph-and-how-versium-will-supercharge-your-marketing/): What is an identity graph and why does your business need one? Learn how Versium’s Identity Graph unifies B2B and B2C data to supercharge your targeting. - [Better Data, Stronger Growth: Versium Recognized as a HubSpot Technology Partner](https://versium.com/blog/versium-recognized-as-a-hubspot-technology-partner/): At Versium, our mission has always been to simplify how marketers use data to find their next best customer. Today, we are thrilled to announce that we have officially been named a HubSpot Technology Program Partner Program. - [Access Versium REACH through Claude: A Match Made in Data Heaven](https://versium.com/blog/access-versium-reach-through-claude/): We’re thrilled to announce the Versium REACH MCP Server. It’s a fancy name for something very simple: A direct, secure connection between Claude and Versium’s robust identity data. - [The Versium REACH MCP Server: Next-Gen Data Engine for AI-Driven Marketing](https://versium.com/blog/versium-reach-mcp-server-for-ai-driven-marketing/): Introducing the MCP Server for Versium REACH — a flexible, AI-connected data engine that adapts, integrates, and scales at the speed of innovation. This launch represents more than a technical upgrade. It’s a redefinition of what data intelligence can be when it’s designed to learn, connect, and evolve. - [Versium Launches Versium REACH MCP Server: Connecting AI Agents to the Industry’s Leading Identity Technology](https://versium.com/blog/versium-launches-versium-reach-mcp-server/): Versium launched the Versium REACH MCP Server, a first-of-its-kind "bridge" that connects AI agents (like Claude) directly to Versium's massive identity graph. This removes the need for manual data uploads, allowing AI to autonomously find, enrich, and validate customer data using natural language. Versium is turning their powerful identity technology into a universal language that AI agents can finally speak fluently. - [Adding Versium REACH as a Claude Connector](https://versium.com/blog/adding-versium-reach-as-a-claude-connector/): How to connect Versium REACH Data APIs with Anthropic's Claude. See the steps to connect Claude to Versium REACH data so you can use natural language to query data effectively. - [Omni-channel Marketing Strategy: 3 Reasons It’s the Smarter Way to Scale](https://versium.com/blog/from-multi-channel-to-omni-channel-the-smarter-way-to-market-with-versium-reach/): Move beyond siloed ads. Learn how a data-driven omni-channel marketing strategy helps B2B brands unify messaging and boost ROI with Versium REACH. - [B2C Data Enrichment: 4 Ways to Supercharge Your Customer Profiles](https://versium.com/blog/how-to-use-data-enrichment-to-improve-your-b2c-marketing-performance/): Stop guessing and start converting. Learn how B2C data enrichment helps brands append contact info and demographics to create hyper-personalized marketing. - [AI Data Quality: Why Bad Data Breaks Models and 5 Ways to Fix It](https://versium.com/blog/ais-achilles-heel-why-bad-data-breaks-artificial-intelligence-and-how-to-fix-it/): Don't let "Garbage In, Garbage Out" ruin your ROI. Discover why AI data quality is the most critical factor in machine learning success and how Versium fixes it. - [Versium Unveils Fresh Brand Identity to Reflect Growing Innovation in B2B2C Marketing Data](https://versium.com/blog/versium-unveils-fresh-brand-identity-to-reflect-growing-innovation-in-b2b2c-marketing-data/): Data is the fuel for AI, so when that data is poor in quality, it can lead to inaccurate and unreliable outcomes. ## Pages - [Premium Real Estate Prospecting Data | Versium](https://versium.com/real-estate-prospecting-data/): Access the premium real estate prospecting data investors need to find and convert leads. Get flexible credit packages for data enrichment, hygiene, full API access, and targeted contact info. Start prospecting smarter today with Versium REACH. - [Versium MCP: Seamless B2B2C Data Integration for AI](https://versium.com/versium-reach-mcp/): Versium MCP allows users to access B2B2C data easily through AI platforms without API integration. It supports natural language queries and is designed for seamless integration into marketing and sales workflows. By leveraging Versium's data intelligence, businesses can enhance their market research, marketing and sales workflows, and overall operational efficiency. - [Versium + RESUL](https://versium.com/versium-resul/): Most businesses have customer data that works in silos. Versium + RESUL help you connect enrichment, identity, and activation in one intelligent workflow. - [Partners](https://versium.com/partners/): Join a network of forward-thinking innovators transforming how the world connects, analyzes, and activates data. Where innovation meets intelligence—build with Versium - [Real Estate](https://versium.com/real-estate/): Accelerate deal closures, enhance client relationships, and drive portfolio growth in a dynamic property market with high-value data solutions. - [Contact Us](https://versium.com/contact-us/): You've got questions? We've got answers. - [B2B2C Identity Resolution & Data Enrichment | Versium](https://versium.com/): Fuel marketing with Versium REACH. Clean, enrich, and action B2B2C data with our proprietary identity graph to drive 10x higher engagement. - [Use Case: AI & Machine Learning Training Data](https://versium.com/ai-machine-learning-training-data/): Our advanced training data solutions are used to train and optimize AI and machine learning models for superior, real-world performance - [Pricing](https://versium.com/pricing/): Versium REACH Pricing - [Case Studies](https://versium.com/case-studies/): We love helping marketers succeed. Check out our case studies to learn how our clients have improved their marketing. - [About Versium](https://versium.com/about/): At Versium, we are building on the legacy and innovation of the data technology industry to redefine what’s possible for marketers and beyond. We’re expanding our vision and capabilities to better serve businesses in an ever-changing digital landscape. - [virginia privacy policy](https://versium.com/virginia-privacy-policy/): REVISED 01/01/2023 - [Data Cleansing](https://versium.com/data-cleansing/): Clean, accurate data is essential to any successful marketing or analytics initiative. Versium streamlines your data preparation to eliminate duplicate records and ensure you're working with high-quality information. - [Audience Creation](https://versium.com/audience-creation/): Instantly create highly targeted lists tailored to your specific needs. - [Integrations](https://versium.com/integrations/): Seamlessly integrate Versium's data management capabilities into your existing systems and optimize data workflows with our powerful APIs. - [Use Case: Data Intelligence](https://versium.com/data-intelligence/): Identify trends and shape your growth strategy with our comprehensive, actionable insights and enrichments on consumers and businesses. - [Use Case: B2B2C for 360 Degree Customer View](https://versium.com/b2b2c-for-360-degree-customer-view/): Unlock the full potential of your B2B2C strategy with a 360-degree customer view, personalization, and data-driven decision making. - [california privacy policy](https://versium.com/california-privacy-policy/): REVISED 01/13/2026 - [oregon privacy policy](https://versium.com/oregon-privacy-policy/): REVISED 06/24/2024 - [new jersey privacy policy](https://versium.com/new-jersey-privacy-policy/): REVISED 11/15/2024 - [new hampshire privacy policy](https://versium.com/new-hampshire-privacy-policy/): REVISED 2/16/2025 - [montana privacy policy](https://versium.com/montana-privacy-policy/): REVISED 11/18/2024 - [privacy notice for iowa residents](https://versium.com/iowa-privacy-policy/): REVISED 02/16/2025 - [delaware privacy policy](https://versium.com/delaware-privacy-policy/): REVISED 02/15/2025 - [connecticut privacy policy](https://versium.com/connecticut-privacy-policy/): REVISED 07/01/2023 - [colorado privacy policy](https://versium.com/colorado-privacy-policy/): REVISED 07/01/2023 - [CCPA OPT OUT](https://versium.com/ccpa-opt-out/): By entering your contact information below, we will stop collecting any associated data, and will not provide your contact information to others. If you have any questions or trouble using the form below, please email [email protected] and we will ensure you are opted out. For more information, view our Privacy Policy. - [Terms Conditions](https://versium.com/terms-conditions/): THIS LICENSE AGREEMENT (“AGREEMENT”) IS A LEGAL AGREEMENT BETWEEN YOU (“YOU”, “YOUR”) AND VERSAR DATA SOLUTIONS INC , A DELAWARE CORPORATION, (“VERSAR”), DBA AS VERSAR, VERSIUM ANALYTICS AND DATAFINDER. BY CHECKING THE BOX INDICATING ACCEPTANCE OF THIS AGREEMENT AND CLICKING THE BUTTON TO CONTINUE, ACCEPTING AN ORDERING DOCUMENT THAT INCORPORATES THIS AGREEMENT BY REFERENCE, OR BY OTHER MEANS PROVIDED BY VERSAR FOR ACCEPTANCE, YOU (A) ACKNOWLEDGE THAT YOU HAVE REVIEWED AND ACCEPT THIS AGREEMENT AND AGREE THAT YOU ARE LEGALLY BOUND BY ITS TERMS EFFECTIVE AS OF THE DATE OF ACCEPTANCE (“EFFECTIVE DATE”); AND (B) REPRESENT AND WARRANT THAT: (I) YOU ARE OF LEGAL AGE TO ENTER INTO A BINDING AGREEMENT; AND (II) IF YOU ARE ENTERING INTO THIS AGREEMENT ON BEHALF OF A CORPORATION, GOVERNMENTAL ORGANIZATION, OR OTHER LEGAL ENTITY, YOU HAVE THE RIGHT, POWER, AND AUTHORITY TO ENTER INTO THIS AGREEMENT ON BEHALF OF SUCH LEGAL ENTITY AND TO BIND SUCH LEGAL ENTITY TO THIS AGREEMENT AND, IN SUCH CASE, ANY REFERENCES TO “YOU” OR “YOUR” IN THIS AGREEMENT REFER TO SUCH ENTITY AND ALL OF ITS EMPLOYEES, CONTRACTORS, AGENTS AND REPRESENTATIVES. IF YOU DO NOT AGREE TO THE TERMS AND CONDITIONS OF THIS AGREEMENT, YOU MUST NOT ACCEPT OR SIGN THIS AGREEMENT AND MAY NOT USE THE LICENSED MATERIALS OR VERSAR PLATFORM. - [Privacy Policy](https://versium.com/privacy-policy/): Versium delivers analytics and other data-related services to small and medium-sized businesses, marketing companies, enterprises, and other organizations. The data is typically used by our customers for research, validation and verification services, marketing communications, targeting advertising, and similar uses. - [Newsroom](https://versium.com/newsroom/): The new visual identity modernizes Versium's brand to better represent its position as a cutting-edge, AI-ready data technology company. - [Versium Blog](https://versium.com/blog/): Explore practical insights, real-world use cases, and expert perspectives on turning high-quality data into smarter campaigns. - [Versium REACH Data Enrichment APIs to Transform Your Workflows](https://versium.com/apis/): Unlock consistent, real-time access to diverse and rich data sets with Versium REACH Data Enrichment APIs to make informed decisions faster, more accurately, and grow cost-effectively than ever before. - [Political & Non-Profit](https://versium.com/political-and-non-profit/): Harness the power of data to drive efficiency, transparency, and innovation at your institution so you can serve communities better. - [Market Intelligence and Research](https://versium.com/market-intelligence-and-research/): Find the data you need to boost top-line growth and reach the next stage in your customer engagement evolution. - [Retail & E-commerce](https://versium.com/retail-ecommerce/): Find the data you need to boost top-line growth and reach the next stage in your customer engagement evolution. - [Marketing and Advertising](https://versium.com/marketing-and-advertising/): Empower your team to make data-backed decisions, target high-value audiences, and drive stronger results with our cutting-edge tech. - [Data Enrichment](https://versium.com/data-enrichment/): Business and Consumer Data Enrichment for sharper insights and smarter targeting. - [Use Case: Customer Insights & Segmentation](https://versium.com/customer-insights-segmentation/): Blog - [Finance & Banking](https://versium.com/finance-banking/): Facilitate client acquisition, enhance customer experience, and drive growth in an ever-evolving financial landscape with high-value data solutions. ## ElementsKit items - [dynamic-content-megamenu-menuitem2675](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem2675/): APIs API Reference MCP Server Docs Bulk Upload API Developer Docs Open Source Tooling SDKs Google Sheets AWS Marketplace - [dynamic-content-megamenu-menuitem959](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem959/) - [dynamic-content-megamenu-menuitem958](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem958/): Blog Case Studies Newsroom Partners - [dynamic-content-megamenu-menuitem957](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem957/) - [dynamic-content-megamenu-menuitem956](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem956/): Data Cleansing Data Enrichment Audience Creation APIs MCP Server Integrations - [dynamic-content-megamenu-menuitem708](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem708/) ## Case Studies - [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/): A growing B2B SaaS company had a strong presence at trade shows but was struggling to convert booth traffic into meaningful pipeline. Their list of booth visitors was incomplete, and manual follow-up was slow and unscalable. - [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/): A national investment firm was working with outdated contact records and surface-level data. Inaccurate emails, disconnected numbers, and missing personal details made it difficult to engage existing customers—let alone find new ones. Without a clear picture of who they were reaching, campaigns were falling flat. - [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/): Many digital platforms like Meta, LinkedIn, and YouTube offer ad targeting based on uploaded lists. But B2B marketers often run into a roadblock: most business contacts use personal emails to sign up for these platforms, making it hard to match and reach them through campaigns. - [Launching an ABM Strategy That Actually Works using Versium REACH](https://versium.com/case_studies/launching-an-abm-strategy-that-actually-works-using-versium-reach/): This socially responsible employee benefits provider knew account-based marketing was the right move. Their service depends on connecting with the right roles inside specific companies. But their existing programmatic platform couldn’t deliver account-specific targeting. Previous audience buys were broad, generic, and came with fixed CPMs—making their ABM ambitions hard to execute. - [Increasing Donor Engagement for a Non‑Profit Through Data Enrichment](https://versium.com/case_studies/increasing-donor-engagement-for-a-non%e2%80%91profit-through-data-enrichment/): - [How an Educational Publisher Tripled Match Rates with Versium REACH](https://versium.com/case_studies/how-an-educational-publisher-tripled-match-rates-with-versium-reach/): A prominent educational publishing company was struggling to reach its ideal audience online. Their first-party data relied heavily on business emails, which meant low match rates on consumer platforms—and limited campaign impact. - [Doubling Contact Rates for a Real Estate Data Reseller](https://versium.com/case_studies/doubling-contact-rates-for-a-real-estate-data-reseller/): A real estate data reseller needed a more reliable and efficient way to reach homeowners and investors. Their sales outreach depended on having accurate phone numbers for cold calling, but existing lists were incomplete or outdated. As a result, many calls went unanswered and lead generation stalled. - [Cutting Demo Costs by 43% for an HR SaaS Brand](https://versium.com/case_studies/cutting-demo-costs-by-43-for-an-hr-saas-brand/): This HR tech company needed to drive more qualified leads and demo signups—but social media ad tools weren’t delivering. Their built-in targeting couldn’t reach enough of the right people, and campaigns were generating expensive, low-converting leads. - [Cutting Costs, Not Conversions: How One University Trimmed 49% Off Their Marketing Spend](https://versium.com/case_studies/cutting-costs-not-conversions-how-one-university-trimmed-49-off-their-marketing-spend/): A national online university was receiving 30,000+ leads per month from various partners and platforms, but had no way to tell which ones were actually worth pursuing. With every lead treated the same, budgets were stretched thin and enrollment teams were overwhelmed. ## Newsroom - [Versium Unveils Fresh Brand Identity to Reflect Growing Innovation in B2B2C Marketing Data](https://versium.com/blog/news_room/versium-unveils-fresh-brand-identity-to-reflect-growing-innovation-in-b2b2c-marketing-data/) - [Versium releases free Dedupe Tool for simplifying customer data management](https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=166778#new_tab) - [How to Create a Complete Marketing Strategy in 2025 [Data + Expert Tips]](https://blog.hubspot.com/marketing/marketing-strategy#new_tab) - [Data-First Culture: 20 Top Challenges (And Expert Solutions)](https://www.forbes.com/councils/forbestechcouncil/2024/06/24/data-first-culture-20-top-challenges-and-expert-solutions/#new_tab) - [41 Types of Marketing Your Brand Should Invest In](https://blog.hubspot.com/marketing/marketing-types#new_tab) - [22 Email Best Practices That I Live By as an Email Marketer](https://blog.hubspot.com/blog/tabid/6307/bid/23965/9-email-marketing-best-practices-to-generate-more-leads.aspx#new_tab) - [17 Ways SMBs Can Leverage Technology To Grow Their Customer Bases](https://www.forbes.com/councils/forbestechcouncil/2024/07/24/17-ways-smbs-can-leverage-technology-to-grow-their-customer-bases/#new_tab)
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"markdown": "## Your Marketing Sales GTM Product Customer Analytics Creative Acquisition Partner Technology Revenue Biz Dev Data Science Team\n\n## Needs Better Data\n\n## Experience Versium\n\nVersium REACH is redefining the future of data. As a leading DaaS provider, we empower businesses of all sizes to unlock the full potential of their data with the most versatile data technology. \n\n#### Unmatched Data Quality\n\nEnrich datasets with demographics, consumer and business contact information, address data, and firmographics—backed by advanced insights to ensure accuracy and reliability.\n\n\n\n#### Enterprise-Grade Security\n\nProtect sensitive information through robust encryption, strict access controls, and compliance with data privacy laws such as the CCPA.\n\n\n\n#### Seamless Integration\n\nEasily connect Versium REACH to your existing systems with flexible APIs and pre-built connectors.\n\n\n\n#### Scalability for Growth\n\nWhether you’re a startup or an enterprise, our platform grows with you, adapting to your evolving data needs.\n\n\n\n## The Versium REACH Advantage\n\nOur platform is designed to transform raw data into actionable intelligence through:\n\n### Data\nEnrichment\n\n\n\nEnrich your data with attributes that provide better reach and deeper customer insights.\n\n### Audience Creation\n\n\n\nGrow your base with new audience creation.\n\n### AI-Ready Architecture\n\n\n\nPrepare and cleanse your data for advanced AI applications and machine learning models.\n\n### Real-Time\nAccess\n\n\n\nGet the information you need when you need it with instant data activation capabilities.\n\n\n\n## Trusted by Businesses at All Stages of Growth\n\nWith a legacy of innovation and excellence, Versium has been a trusted partner for businesses at any stage of their data journey. Our commitment to quality, security, and customer success ensures that you can rely on us for all your data needs.\n\n## Our Customers Say It Best\n\n\"Versium REACH has been a game-changer for our organization. By improving the quality of our donor data and gaining deeper insights into our supporters, we’ve been able to more effectively communicate our mission and raise much-needed funds.\"\n\nMarketing DirectorNon-Profit Client\n\n\"Versium been instrumental in helping us connect with the right customers, streamline our marketing efforts, and achieve measurable results. Versium’s platform is user-friendly, and their team has been incredibly responsive and supportive. We’re excited to continue our partnership and build on this success!\"\n\nSarah M.American Investment Firm\n\n\"Versium transformed our audience matching, tripling match rates and reducing CPC across key platforms. It’s easy, cost-effective, and an essential tool in our paid media strategy.\"\n\nNick T.Educational Publishing Company\n\n\"We searched, researched, and vetted various options when we were looking for a skip-tracing provider because we were looking for a very high level of quality. And that’s exactly what we found with Versium. We’ve been with Versium for several years now and the service continues to get better and better.\"\n\nDaniel C.Real Estate Data Reseller\n\n\"We chose Versium as a partner for their unique spin on addressability for B2B, and their ability to crosswalk a business identity with a consumer identity in a way that’s more attainable than the competition.\"\n\nAnnMarie WillsCEO & Co-Founder of Leverage Lab\n\n## Blogs\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Newsroom\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Case Studies\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Powering the Next Generation of Marketing\nwith US-Specific Identity Data and\nAI-Ready Orchestration.\n\nVersium REACH is a cloud-based **Data-as-a-Service (DaaS)** platform designed to cleanse, enrich, and scale US specific marketing data. It works by matching your first-party customer data against Versium’s proprietary **B2B2C Identity Graph**, which contains over 2 billion contact points. This process allows businesses to supercharge first-party lists by opening up new channels such as email, telemarketing, and digital campaigns. It also allows businesses to map professional identities to personal attributes, enabling precise omnichannel targeting. For businesses seeking new prospects, Versium REACH audience creation tools allow businesses to create custom demographic and persona based marketing lists.\n\nVersium utilizes a proprietary matching engine within its identity graph to crosswalk disparate data sets into a unified business and consumer view. By mapping digital identifiers (like emails or mobile IDs) to offline attributes (like addresses and demographic data), Versium allows marketers to bridge the gap between fragmented touchpoints. This identity crosswalk enables precise audience enrichment and omnichannel reach across Meta, Google, Display, Connected TV (CTV), and other social or programmatic platforms.\n\nVersium offers three primary pricing models:\n\n- **Pay-As-You-Go:** Starting at **$125 per file**, ideal for one-time, low volume needs.\n- **Credit Packages:** Starting at **$250**, offering a lower cost-per-match ($0.033 – $0.05) for moderate volume.\n- **Annual Subscriptions:** Custom pricing for high-volume needs (>90,000 credits), which includes **API access** and the **MCP Server**.\n\nVersium is compliant with **CCPA** and all individual US state mandated regulations. Versium operates as a registered data broker. Versium appreciates and understands the importance of data privacy. To review the privacy policy in full, visit [https://versium.com/privacy-policy/](https://versium.com/privacy-policy/).\n\nYes. Versium REACH provides high-fidelity, cleansed data that is ideal for grounding **Machine Learning (ML)** and **Predictive Modeling**. By enriching your training sets with our firmographic and demographic attributes, you can improve the accuracy of lead scoring models and churn prediction algorithms.\n\nWhile ZoomInfo focuses on a broad B2B directory for sales prospecting, **Versium specializes in Identity Resolution and Data Enrichment.** Versium’s unique advantage is its **B2B2C link**, which connects professional personas to consumer data—something traditional B2B platforms often lack. Versium is typically more cost-effective for high-volume data cleansing and programmatic audience building.\n\nVersium offers integrations with **HubSpot, Treasure Data, Lytics, Zapier**, a **Google Sheets Add-on**, and availability on the **AWS** marketplace. For custom workflows, developers can use the **Versium REACH APIs** or **Versium REACH MCP Server** to automate data enrichment directly within their existing tech stack.\n\nOur **Data Toolbox** includes:\n\n- **Firmographic Append:** Industry, revenue, and company size.\n- **Demographic Append:** Age, gender, and household income.\n- **Contact Append:** Adding missing emails and direct-dial phone numbers.\n- **IP-to-Domain:** Identifying the companies visiting your website.\n- **Consumer to Business Append** (C2B): Append a business person starting from a consumer email.\n- **Online Audience Append:** Append a hashed list of alternate consumer email and phone numbers for use on social platforms (Meta, LinkedIn, Google, TikTok, etc.)\n\nLaunched in early 2026, the **Versium REACH MCP Server** uses the **Model Context Protocol** to connect AI agents (like Claude or ChatGPT) directly to our identity graph. This allows your AI to \"search\" and \"enrich\" data autonomously using natural language commands, without you needing to manually export or upload CSV files.\n\nYes. New users can sign up for a [**Free Trial**](http://app.versium.com/create-account) that includes **5 free data downloads** and access to \"List Insights\" to preview the match rate and data quality of their specific lists before purchasing credits or a subscription.\n\n## Ready to Transform Your Data Strategy?\n\nExplore Versium REACH today for free and discover how we can help you achieve your goals faster and smarter.\n",
"fullPageMarkdown": "B2B2C Identity Resolution & Data Enrichment | Versium\n\n- [Data Directory](https://bit.ly/4l6XKFr)\n- [Contact Us](https://versium.com/contact-us)\n- [About](https://versium.com/about)\n- [Log In](https://app.versium.com/login)\n\n[](https://versium.com/)\n\n[Request Demo](https://versium.com/#)\n\n[Start Free Trial](https://app.versium.com/create-account)\n\n# Your Marketing Sales GTM Product Customer Analytics Creative Acquisition Partner Technology Revenue Biz Dev Data Science Team\n\n# Needs Better Data\n\n[Get Started](https://app.versium.com/create-account)\n\n## Experience Versium\n\nVersium REACH is redefining the future of data. As a leading DaaS provider, we empower businesses of all sizes to unlock the full potential of their data with the most versatile data technology. \n\n#### Unmatched Data Quality\n\nEnrich datasets with demographics, consumer and business contact information, address data, and firmographics—backed by advanced insights to ensure accuracy and reliability.\n\n\n\n#### Enterprise-Grade Security\n\nProtect sensitive information through robust encryption, strict access controls, and compliance with data privacy laws such as the CCPA.\n\n\n\n#### Seamless Integration\n\nEasily connect Versium REACH to your existing systems with flexible APIs and pre-built connectors.\n\n\n\n#### Scalability for Growth\n\nWhether you’re a startup or an enterprise, our platform grows with you, adapting to your evolving data needs.\n\n\n\n## The Versium REACH Advantage\n\nOur platform is designed to transform raw data into actionable intelligence through:\n\n### Data\nEnrichment\n\n\n\nEnrich your data with attributes that provide better reach and deeper customer insights.\n\n### Audience Creation\n\n\n\nGrow your base with new audience creation.\n\n### AI-Ready Architecture\n\n\n\nPrepare and cleanse your data for advanced AI applications and machine learning models.\n\n### Real-Time\nAccess\n\n\n\nGet the information you need when you need it with instant data activation capabilities.\n\n## Solutions\nfor Every Industry\n\nFrom marketing and advertising to fintech, healthcare, real estate, retail, E-commerce, the public sector, insurance, and beyond, Versium REACH delivers solutions that address the unique challenges of each sector.\n\nWhether it’s creating a 360-degree customer view or driving market intelligence, our platform equips businesses with the tools they need to succeed.\n\n- [Marketing & Advertising](https://versium.com/marketing-and-advertising/)\n- [Retail & E-commerce](https://versium.com/retail-ecommerce/)\n- [Finance & Banking](https://versium.com/finance-banking/)\n- [Political & Non-Profit](https://versium.com/political-and-non-profit)\n- [Market Intelligence & Research](https://versium.com/market-intelligence-and-research/)\n- [Real Estate](https://versium.com/real-estate)\n\n\n\n## Trusted by Businesses at All Stages of Growth\n\nWith a legacy of innovation and excellence, Versium has been a trusted partner for businesses at any stage of their data journey. Our commitment to quality, security, and customer success ensures that you can rely on us for all your data needs.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Our Customers Say It Best\n\n\"Versium REACH has been a game-changer for our organization. By improving the quality of our donor data and gaining deeper insights into our supporters, we’ve been able to more effectively communicate our mission and raise much-needed funds.\"\n\nMarketing DirectorNon-Profit Client\n\n\"Versium been instrumental in helping us connect with the right customers, streamline our marketing efforts, and achieve measurable results. Versium’s platform is user-friendly, and their team has been incredibly responsive and supportive. We’re excited to continue our partnership and build on this success!\"\n\nSarah M.American Investment Firm\n\n\"Versium transformed our audience matching, tripling match rates and reducing CPC across key platforms. It’s easy, cost-effective, and an essential tool in our paid media strategy.\"\n\nNick T.Educational Publishing Company\n\n\"We searched, researched, and vetted various options when we were looking for a skip-tracing provider because we were looking for a very high level of quality. And that’s exactly what we found with Versium. We’ve been with Versium for several years now and the service continues to get better and better.\"\n\nDaniel C.Real Estate Data Reseller\n\n\"We chose Versium as a partner for their unique spin on addressability for B2B, and their ability to crosswalk a business identity with a consumer identity in a way that’s more attainable than the competition.\"\n\nAnnMarie WillsCEO & Co-Founder of Leverage Lab\n\n## Blogs\n\n[](https://versium.com/blog/first-party-data-enrichment-guide-2026-cookieless-marketing/)\n\n\n\n### [6 Critical Reasons First-Party Data Enrichment is the Only Way to Survive 2026](https://versium.com/blog/first-party-data-enrichment-guide-2026-cookieless-marketing/ \"6 Critical Reasons First-Party Data Enrichment is the Only Way to Survive 2026\")\n\nWith cookies becoming fragmented and nearly useless, first-party data enrichment...\n\n[](https://versium.com/blog/how-to-use-skip-tracing-for-real-estate-investing-and-why-versium-reach-is-a-game-changer/)\n\n\n\n### [5 Proven Ways Skip Tracing for Real Estate Can Explode Your Deal Flow](https://versium.com/blog/how-to-use-skip-tracing-for-real-estate-investing-and-why-versium-reach-is-a-game-changer/ \"5 Proven Ways Skip Tracing for Real Estate Can Explode Your Deal Flow\")\n\nMaster skip tracing for real estate to find motivated sellers...\n\n[](https://versium.com/blog/real-estate-data-enrichment-guide/)\n\n\n\n### [Real Estate Data Enrichment: The Investor’s Guide to Actionable Data](https://versium.com/blog/real-estate-data-enrichment-guide/ \"Real Estate Data Enrichment: The Investor’s Guide to Actionable Data\")\n\nMaster real estate data enrichment to find off-market deals. Learn...\n\nView All\n\n[](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/)\n\n\n\n### [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/ \"Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand\")\n\nThe Challenge A growing B2B SaaS company had a strong...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\n[](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/)\n\n\n\n### [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/ \"Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH\")\n\nThe Challenge A national investment firm was working with outdated...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\n[](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/)\n\n\n\n### [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/ \"SaaS Company Uses Versium REACH to Increase Match Rates by 320%\")\n\nThe Challenge Many digital platforms like Meta, LinkedIn, and YouTube...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\nView All\n\n[View All](https://versium.com/blog/)\n\n## Newsroom\n\n[](https://versium.com/blog/news_room/versium-unveils-fresh-brand-identity-to-reflect-growing-innovation-in-b2b2c-marketing-data/)\n\n\n\n### [Versium Unveils Fresh Brand Identity to Reflect Growing Innovation in B2B2C Marketing Data](https://versium.com/blog/news_room/versium-unveils-fresh-brand-identity-to-reflect-growing-innovation-in-b2b2c-marketing-data/ \"Versium Unveils Fresh Brand Identity to Reflect Growing Innovation in B2B2C Marketing Data\")\n\n[](https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=166778#new_tab)\n\n\n\n### [Versium releases free Dedupe Tool for simplifying customer data management](https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=166778#new_tab \"Versium releases free Dedupe Tool for simplifying customer data management\")\n\n[](https://blog.hubspot.com/marketing/marketing-strategy#new_tab)\n\n\n\n### [How to Create a Complete Marketing Strategy in 2025 \\[Data + Expert Tips\\]](https://blog.hubspot.com/marketing/marketing-strategy#new_tab \"How to Create a Complete Marketing Strategy in 2025 [Data + Expert Tips]\")\n\nView All\n\n[](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/)\n\n\n\n### [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/ \"Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand\")\n\nThe Challenge A growing B2B SaaS company had a strong...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\n[](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/)\n\n\n\n### [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/ \"Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH\")\n\nThe Challenge A national investment firm was working with outdated...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\n[](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/)\n\n\n\n### [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/ \"SaaS Company Uses Versium REACH to Increase Match Rates by 320%\")\n\nThe Challenge Many digital platforms like Meta, LinkedIn, and YouTube...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\nView All\n\n[View All](https://versium.com/newsroom/)\n\n## Case Studies\n\n[](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/)\n\n\n\n### [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/ \"Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand\")\n\nThe Challenge A growing B2B SaaS company had a strong...\n\n[](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/)\n\n\n\n### [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/ \"Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH\")\n\nThe Challenge A national investment firm was working with outdated...\n\n[](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/)\n\n\n\n### [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/ \"SaaS Company Uses Versium REACH to Increase Match Rates by 320%\")\n\nThe Challenge Many digital platforms like Meta, LinkedIn, and YouTube...\n\nView All\n\n[](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/)\n\n\n\n### [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/ \"Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand\")\n\nThe Challenge A growing B2B SaaS company had a strong...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\n[](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/)\n\n\n\n### [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/ \"Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH\")\n\nThe Challenge A national investment firm was working with outdated...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\n[](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/)\n\n\n\n### [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/ \"SaaS Company Uses Versium REACH to Increase Match Rates by 320%\")\n\nThe Challenge Many digital platforms like Meta, LinkedIn, and YouTube...\n\n[](https://versium.com/blog/author/mmichaels243747329/)\n\n[Michelle Michaels](https://versium.com/blog/author/mmichaels243747329/ \"Posts by Michelle Michaels\")August 19, 2025\n\nView All\n\n[View All](https://versium.com/case-studies/)\n\n## Powering the Next Generation of Marketing\nwith US-Specific Identity Data and\nAI-Ready Orchestration.\n\n[What is Versium REACH and how does it work?\n\n](https://versium.com/#collapse-9dc679969d7b4672899d)\n\nVersium REACH is a cloud-based **Data-as-a-Service (DaaS)** platform designed to cleanse, enrich, and scale US specific marketing data. It works by matching your first-party customer data against Versium’s proprietary **B2B2C Identity Graph**, which contains over 2 billion contact points. This process allows businesses to supercharge first-party lists by opening up new channels such as email, telemarketing, and digital campaigns. It also allows businesses to map professional identities to personal attributes, enabling precise omnichannel targeting. For businesses seeking new prospects, Versium REACH audience creation tools allow businesses to create custom demographic and persona based marketing lists.\n\n[How does Versium resolve and enrich business and consumer identities?\n\n](https://versium.com/#collapse-0e1ba8169d7b4672899d)\n\nVersium utilizes a proprietary matching engine within its identity graph to crosswalk disparate data sets into a unified business and consumer view. By mapping digital identifiers (like emails or mobile IDs) to offline attributes (like addresses and demographic data), Versium allows marketers to bridge the gap between fragmented touchpoints. This identity crosswalk enables precise audience enrichment and omnichannel reach across Meta, Google, Display, Connected TV (CTV), and other social or programmatic platforms.\n\n[What are the pricing tiers for Versium REACH?\n\n](https://versium.com/#collapse-4c84b7169d7b4672899d)\n\nVersium offers three primary pricing models:\n\n- **Pay-As-You-Go:** Starting at **$125 per file**, ideal for one-time, low volume needs.\n- **Credit Packages:** Starting at **$250**, offering a lower cost-per-match ($0.033 – $0.05) for moderate volume.\n- **Annual Subscriptions:** Custom pricing for high-volume needs (>90,000 credits), which includes **API access** and the **MCP Server**.\n\n[How does Versium ensure CCPA and data privacy compliance?\n\n](https://versium.com/#collapse-91979c069d7b4672899d)\n\nVersium is compliant with **CCPA** and all individual US state mandated regulations. Versium operates as a registered data broker. Versium appreciates and understands the importance of data privacy. To review the privacy policy in full, visit [https://versium.com/privacy-policy/](https://versium.com/privacy-policy/).\n\n[Can I use Versium data to train custom AI and ML models?\n\n](https://versium.com/#collapse-fd5fd8a69d7b4672899d)\n\nYes. Versium REACH provides high-fidelity, cleansed data that is ideal for grounding **Machine Learning (ML)** and **Predictive Modeling**. By enriching your training sets with our firmographic and demographic attributes, you can improve the accuracy of lead scoring models and churn prediction algorithms.\n\n[What is the difference between Versium and ZoomInfo?\n\n](https://versium.com/#collapse-4e4c08469d7b4672899d)\n\nWhile ZoomInfo focuses on a broad B2B directory for sales prospecting, **Versium specializes in Identity Resolution and Data Enrichment.** Versium’s unique advantage is its **B2B2C link**, which connects professional personas to consumer data—something traditional B2B platforms often lack. Versium is typically more cost-effective for high-volume data cleansing and programmatic audience building.\n\n[How do I integrate Versium REACH into my CRM?\n\n](https://versium.com/#collapse-4cf4a7c69d7b4672899d)\n\nVersium offers integrations with **HubSpot, Treasure Data, Lytics, Zapier**, a **Google Sheets Add-on**, and availability on the **AWS** marketplace. For custom workflows, developers can use the **Versium REACH APIs** or **Versium REACH MCP Server** to automate data enrichment directly within their existing tech stack.\n\n[What types of data enrichment does Versium provide?\n\n](https://versium.com/#collapse-f85364f69d7b4672899d)\n\nOur **Data Toolbox** includes:\n\n- **Firmographic Append:** Industry, revenue, and company size.\n- **Demographic Append:** Age, gender, and household income.\n- **Contact Append:** Adding missing emails and direct-dial phone numbers.\n- **IP-to-Domain:** Identifying the companies visiting your website.\n- **Consumer to Business Append** (C2B): Append a business person starting from a consumer email.\n- **Online Audience Append:** Append a hashed list of alternate consumer email and phone numbers for use on social platforms (Meta, LinkedIn, Google, TikTok, etc.)\n\n[What is the Versium REACH MCP Server for AI?\n\n](https://versium.com/#collapse-afdd9c369d7b4672899d)\n\nLaunched in early 2026, the **Versium REACH MCP Server** uses the **Model Context Protocol** to connect AI agents (like Claude or ChatGPT) directly to our identity graph. This allows your AI to \"search\" and \"enrich\" data autonomously using natural language commands, without you needing to manually export or upload CSV files.\n\n[Does Versium offer a free trial?\n\n](https://versium.com/#collapse-2fbdbef69d7b4672899d)\n\nYes. New users can sign up for a [**Free Trial**](http://app.versium.com/create-account) that includes **5 free data downloads** and access to \"List Insights\" to preview the match rate and data quality of their specific lists before purchasing credits or a subscription.\n\n## Ready to Transform Your Data Strategy?\n\nExplore Versium REACH today for free and discover how we can help you achieve your goals faster and smarter.\n\n[Get Started](https://app.versium.com/create-account)\n\n[](https://versium.com/#)[](https://versium.com/#)\n\nLoading Comments...\n\n \n\nWrite a Comment...\n\nEmail (Required)\n\nName (Required)\n\nWebsite\n\n[](https://versium.com/#)\n",
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"llmsTxtPreview": "# Versium\n\n> Versium operates the industry’s most comprehensive B2B2C identity resolution platform, helping marketers identify, understand, and reach their ideal prospects across the entire customer journey. The company’s proprietary data assets include over 2 billion contact points and 2+ trillion insight attr…\n\n## Main\n- [B2B2C Identity Resolution & Data Enrichment | Versium](https://versium.com): Fuel marketing with Versium REACH. Clean, enrich, and action B2B2C data with our proprietary identity graph to drive 10…\n- [About](https://versium.com/about)\n- [Pricing](https://versium.com/pricing/)\n- [About Us](https://versium.com/about/)\n- [Skip to content](https://versium.com/)\n- [Data Cleansing](https://versium.com/data-cleansing)\n- [Data Enrichment](https://versium.com/data-enrichment)\n- [Audience Creation](https://versium.com/audience-creation)\n- [APIs](https://versium.com/apis)\n- [MCP Server](https://versium.com/versium-reach-mcp)\n- [Integrations](https://versium.com/integrations)\n- [Finance & Banking](https://versium.com/finance-banking)\n\n## Blog\n- [Blog](https://versium.com/blog)\n- [6 Critical Reasons First-Party Data Enrichment is the Only Way to Survive 2026](https://versium.com/blog/first-party-data-enrichment-guide-2026-cookieless-marketing/)\n- [5 Proven Ways Skip Tracing for Real Estate Can Explode Your Deal Flow](https://versium.com/blog/how-to-use-skip-tracing-for-real-estate-investing-and-why-versium-reach-is-a-game-changer/)\n- [Real Estate Data Enrichment: The Investor’s Guide to Actionable Data](https://versium.com/blog/real-estate-data-enrichment-guide/)\n- [Blog](https://versium.com/blog/)\n\n## Legal\n- [Terms of Service](https://versium.com/terms-conditions/)\n- [Privacy Policy](https://versium.com/privacy-policy/)\n\n## Support\n- [Contact Us](https://versium.com/contact-us)\n\n",
"llmsTxtExisting": "Generated by Rank Math SEO, this is an llms.txt file designed to help LLMs better understand and index this website.\n\n# Versium: Versium operates the industry’s most comprehensive B2B2C identity resolution platform, helping marketers identify, understand, and reach their ideal prospects across the entire customer journey. The company’s proprietary data assets include over 2 billion contact points and 2+ trillion insight attributes, creating the richest identity graph for North American businesses and consumers.\n\nVersium REACH, the company’s flagship platform, provides marketers with tools for data cleansing, audience building, and cross-channel activation, while the Versium API suite offers developers real-time access to identity resolution and data enrichment capabilities. The company serves clients ranging from mid-market businesses to Fortune 500 enterprises across industries including technology, financial services, healthcare, and professional services.\n## Posts\n- [6 Critical Reasons First-Party Data Enrichment is the Only Way to Survive 2026](https://versium.com/blog/first-party-data-enrichment-guide-2026-cookieless-marketing/): With cookies becoming fragmented and nearly useless, first-party data enrichment is no longer optional. Learn how to turn "thin" lead data into high-conversion audiences with Versium.\n- [5 Proven Ways Skip Tracing for Real Estate Can Explode Your Deal Flow](https://versium.com/blog/how-to-use-skip-tracing-for-real-estate-investing-and-why-versium-reach-is-a-game-changer/): Master skip tracing for real estate to find motivated sellers and close off-market deals faster. See why Versium REACH is the ultimate tool for investors.\n- [Real Estate Data Enrichment: The Investor’s Guide to Actionable Data](https://versium.com/blog/real-estate-data-enrichment-guide/): Master real estate data enrichment to find off-market deals. Learn how Versium REACH turns simple addresses into actionable owner profiles with on-demand credits or flexible subscriptions.\n- [Datafinder is Retiring: Celebrating a Legacy and Embracing the Future with Versium REACH](https://versium.com/blog/datafinder-retirement/): After years of helping businesses uncover deep data insights, our legacy Datafinder platform officially hangs up its hat on April 1, 2026. But as one door closes, a much more powerful one opens. We’re celebrating the retirement of our legacy tools by moving the party over to Versium REACH—our modern, all-in-one platform for data activation and identity resolution.\n- [7 Pro Tips to Skyrocket Your Facebook Custom Audience Match Rates](https://versium.com/blog/how-to-improve-match-rates-with-facebook-custom-audiences/): Struggle with low Facebook Custom Audience match rates? Discover how to use data appending and Versium to boost B2B match rates by up to 5x and maximize ROI.\n- [What is an Identity Graph? 5 Ways to Transform Your Marketing ROI](https://versium.com/blog/what-is-an-identity-graph-and-how-versium-will-supercharge-your-marketing/): What is an identity graph and why does your business need one? Learn how Versium’s Identity Graph unifies B2B and B2C data to supercharge your targeting.\n- [Better Data, Stronger Growth: Versium Recognized as a HubSpot Technology Partner](https://versium.com/blog/versium-recognized-as-a-hubspot-technology-partner/): At Versium, our mission has always been to simplify how marketers use data to find their next best customer. Today, we are thrilled to announce that we have officially been named a HubSpot Technology Program Partner Program.\n- [Access Versium REACH through Claude: A Match Made in Data Heaven](https://versium.com/blog/access-versium-reach-through-claude/): We’re thrilled to announce the Versium REACH MCP Server. It’s a fancy name for something very simple: A direct, secure connection between Claude and Versium’s robust identity data.\n- [The Versium REACH MCP Server: Next-Gen Data Engine for AI-Driven Marketing](https://versium.com/blog/versium-reach-mcp-server-for-ai-driven-marketing/): Introducing the MCP Server for Versium REACH — a flexible, AI-connected data engine that adapts, integrates, and scales at the speed of innovation. This launch represents more than a technical upgrade. It’s a redefinition of what data intelligence can be when it’s designed to learn, connect, and evolve.\n- [Versium Launches Versium REACH MCP Server: Connecting AI Agents to the Industry’s Leading Identity Technology](https://versium.com/blog/versium-launches-versium-reach-mcp-server/): Versium launched the Versium REACH MCP Server, a first-of-its-kind "bridge" that connects AI agents (like Claude) directly to Versium's massive identity graph. This removes the need for manual data uploads, allowing AI to autonomously find, enrich, and validate customer data using natural language. Versium is turning their powerful identity technology into a universal language that AI agents can finally speak fluently.\n- [Adding Versium REACH as a Claude Connector](https://versium.com/blog/adding-versium-reach-as-a-claude-connector/): How to connect Versium REACH Data APIs with Anthropic's Claude. See the steps to connect Claude to Versium REACH data so you can use natural language to query data effectively.\n- [Omni-channel Marketing Strategy: 3 Reasons It’s the Smarter Way to Scale](https://versium.com/blog/from-multi-channel-to-omni-channel-the-smarter-way-to-market-with-versium-reach/): Move beyond siloed ads. Learn how a data-driven omni-channel marketing strategy helps B2B brands unify messaging and boost ROI with Versium REACH.\n- [B2C Data Enrichment: 4 Ways to Supercharge Your Customer Profiles](https://versium.com/blog/how-to-use-data-enrichment-to-improve-your-b2c-marketing-performance/): Stop guessing and start converting. Learn how B2C data enrichment helps brands append contact info and demographics to create hyper-personalized marketing.\n- [AI Data Quality: Why Bad Data Breaks Models and 5 Ways to Fix It](https://versium.com/blog/ais-achilles-heel-why-bad-data-breaks-artificial-intelligence-and-how-to-fix-it/): Don't let "Garbage In, Garbage Out" ruin your ROI. Discover why AI data quality is the most critical factor in machine learning success and how Versium fixes it.\n- [Versium Unveils Fresh Brand Identity to Reflect Growing Innovation in B2B2C Marketing Data](https://versium.com/blog/versium-unveils-fresh-brand-identity-to-reflect-growing-innovation-in-b2b2c-marketing-data/): Data is the fuel for AI, so when that data is poor in quality, it can lead to inaccurate and unreliable outcomes.\n\n## Pages\n- [Premium Real Estate Prospecting Data | Versium](https://versium.com/real-estate-prospecting-data/): Access the premium real estate prospecting data investors need to find and convert leads. Get flexible credit packages for data enrichment, hygiene, full API access, and targeted contact info. Start prospecting smarter today with Versium REACH.\n- [Versium MCP: Seamless B2B2C Data Integration for AI](https://versium.com/versium-reach-mcp/): Versium MCP allows users to access B2B2C data easily through AI platforms without API integration. It supports natural language queries and is designed for seamless integration into marketing and sales workflows. By leveraging Versium's data intelligence, businesses can enhance their market research, marketing and sales workflows, and overall operational efficiency.\n- [Versium + RESUL](https://versium.com/versium-resul/): Most businesses have customer data that works in silos. Versium + RESUL help you connect enrichment, identity, and activation in one intelligent workflow.\n- [Partners](https://versium.com/partners/): Join a network of forward-thinking innovators transforming how the world connects, analyzes, and activates data. Where innovation meets intelligence—build with Versium\n- [Real Estate](https://versium.com/real-estate/): Accelerate deal closures, enhance client relationships, and drive portfolio growth in a dynamic property market with high-value data solutions.\n- [Contact Us](https://versium.com/contact-us/): You've got questions? We've got answers.\n- [B2B2C Identity Resolution & Data Enrichment | Versium](https://versium.com/): Fuel marketing with Versium REACH. Clean, enrich, and action B2B2C data with our proprietary identity graph to drive 10x higher engagement.\n- [Use Case: AI & Machine Learning Training Data](https://versium.com/ai-machine-learning-training-data/): Our advanced training data solutions are used to train and optimize AI and machine learning models for superior, real-world performance\n- [Pricing](https://versium.com/pricing/): Versium REACH Pricing\n- [Case Studies](https://versium.com/case-studies/): We love helping marketers succeed. Check out our case studies to learn how our clients have improved their marketing.\n- [About Versium](https://versium.com/about/): At Versium, we are building on the legacy and innovation of the data technology industry to redefine what’s possible for marketers and beyond. We’re expanding our vision and capabilities to better serve businesses in an ever-changing digital landscape.\n- [virginia privacy policy](https://versium.com/virginia-privacy-policy/): REVISED 01/01/2023\n- [Data Cleansing](https://versium.com/data-cleansing/): Clean, accurate data is essential to any successful marketing or analytics initiative. Versium streamlines your data preparation to eliminate duplicate records and ensure you're working with high-quality information.\n- [Audience Creation](https://versium.com/audience-creation/): Instantly create highly targeted lists tailored to your specific needs.\n- [Integrations](https://versium.com/integrations/): Seamlessly integrate Versium's data management capabilities into your existing systems and optimize data workflows with our powerful APIs. \n- [Use Case: Data Intelligence](https://versium.com/data-intelligence/): Identify trends and shape your growth strategy with our comprehensive, actionable insights and enrichments on consumers and businesses.\n- [Use Case: B2B2C for 360 Degree Customer View](https://versium.com/b2b2c-for-360-degree-customer-view/): Unlock the full potential of your B2B2C strategy with a 360-degree customer view, personalization, and data-driven decision making.\n- [california privacy policy](https://versium.com/california-privacy-policy/): REVISED 01/13/2026\n- [oregon privacy policy](https://versium.com/oregon-privacy-policy/): REVISED 06/24/2024\n- [new jersey privacy policy](https://versium.com/new-jersey-privacy-policy/): REVISED 11/15/2024\n- [new hampshire privacy policy](https://versium.com/new-hampshire-privacy-policy/): REVISED 2/16/2025\n- [montana privacy policy](https://versium.com/montana-privacy-policy/): REVISED 11/18/2024\n- [privacy notice for iowa residents](https://versium.com/iowa-privacy-policy/): REVISED 02/16/2025\n- [delaware privacy policy](https://versium.com/delaware-privacy-policy/): REVISED 02/15/2025\n- [connecticut privacy policy](https://versium.com/connecticut-privacy-policy/): REVISED 07/01/2023\n- [colorado privacy policy](https://versium.com/colorado-privacy-policy/): REVISED 07/01/2023\n- [CCPA OPT OUT](https://versium.com/ccpa-opt-out/): By entering your contact information below, we will stop collecting any associated data, and will not provide your contact information to others. If you have any questions or trouble using the form below, please email [email protected] and we will ensure you are opted out. For more information, view our Privacy Policy.\n- [Terms Conditions](https://versium.com/terms-conditions/): THIS LICENSE AGREEMENT (“AGREEMENT”) IS A LEGAL AGREEMENT BETWEEN YOU (“YOU”, “YOUR”) AND VERSAR DATA SOLUTIONS INC , A DELAWARE CORPORATION, (“VERSAR”), DBA AS VERSAR, VERSIUM ANALYTICS AND DATAFINDER. BY CHECKING THE BOX INDICATING ACCEPTANCE OF THIS AGREEMENT AND CLICKING THE BUTTON TO CONTINUE, ACCEPTING AN ORDERING DOCUMENT THAT INCORPORATES THIS AGREEMENT BY REFERENCE, OR BY OTHER MEANS PROVIDED BY VERSAR FOR ACCEPTANCE, YOU (A) ACKNOWLEDGE THAT YOU HAVE REVIEWED AND ACCEPT THIS AGREEMENT AND AGREE THAT YOU ARE LEGALLY BOUND BY ITS TERMS EFFECTIVE AS OF THE DATE OF ACCEPTANCE (“EFFECTIVE DATE”); AND (B) REPRESENT AND WARRANT THAT: (I) YOU ARE OF LEGAL AGE TO ENTER INTO A BINDING AGREEMENT; AND (II) IF YOU ARE ENTERING INTO THIS AGREEMENT ON BEHALF OF A CORPORATION, GOVERNMENTAL ORGANIZATION, OR OTHER LEGAL ENTITY, YOU HAVE THE RIGHT, POWER, AND AUTHORITY TO ENTER INTO THIS AGREEMENT ON BEHALF OF SUCH LEGAL ENTITY AND TO BIND SUCH LEGAL ENTITY TO THIS AGREEMENT AND, IN SUCH CASE, ANY REFERENCES TO “YOU” OR “YOUR” IN THIS AGREEMENT REFER TO SUCH ENTITY AND ALL OF ITS EMPLOYEES, CONTRACTORS, AGENTS AND REPRESENTATIVES. IF YOU DO NOT AGREE TO THE TERMS AND CONDITIONS OF THIS AGREEMENT, YOU MUST NOT ACCEPT OR SIGN THIS AGREEMENT AND MAY NOT USE THE LICENSED MATERIALS OR VERSAR PLATFORM.\n- [Privacy Policy](https://versium.com/privacy-policy/): Versium delivers analytics and other data-related services to small and medium-sized businesses, marketing companies, enterprises, and other organizations. The data is typically used by our customers for research, validation and verification services, marketing communications, targeting advertising, and similar uses. \n- [Newsroom](https://versium.com/newsroom/): The new visual identity modernizes Versium's brand to better represent its position as a cutting-edge, AI-ready data technology company.\n- [Versium Blog](https://versium.com/blog/): Explore practical insights, real-world use cases, and expert perspectives on turning high-quality data into smarter campaigns.\n- [Versium REACH Data Enrichment APIs to Transform Your Workflows](https://versium.com/apis/): Unlock consistent, real-time access to diverse and rich data sets with Versium REACH Data Enrichment APIs to make informed decisions faster, more accurately, and grow cost-effectively than ever before.\n- [Political & Non-Profit](https://versium.com/political-and-non-profit/): Harness the power of data to drive efficiency, transparency, and innovation at your institution so you can serve communities better.\n- [Market Intelligence and Research](https://versium.com/market-intelligence-and-research/): Find the data you need to boost top-line growth and reach the next stage in your customer engagement evolution.\n- [Retail & E-commerce](https://versium.com/retail-ecommerce/): Find the data you need to boost top-line growth and reach the next stage in your customer engagement evolution.\n- [Marketing and Advertising](https://versium.com/marketing-and-advertising/): Empower your team to make data-backed decisions, target high-value audiences, and drive stronger results with our cutting-edge tech.\n- [Data Enrichment](https://versium.com/data-enrichment/): Business and Consumer Data Enrichment for sharper insights and smarter targeting.\n- [Use Case: Customer Insights & Segmentation](https://versium.com/customer-insights-segmentation/): Blog\n- [Finance & Banking](https://versium.com/finance-banking/): Facilitate client acquisition, enhance customer experience, and drive growth in an ever-evolving financial landscape with high-value data solutions.\n\n## ElementsKit items\n- [dynamic-content-megamenu-menuitem2675](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem2675/): APIs API Reference MCP Server Docs Bulk Upload API Developer Docs Open Source Tooling SDKs Google Sheets AWS Marketplace\n- [dynamic-content-megamenu-menuitem959](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem959/)\n- [dynamic-content-megamenu-menuitem958](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem958/): Blog Case Studies Newsroom Partners\n- [dynamic-content-megamenu-menuitem957](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem957/)\n- [dynamic-content-megamenu-menuitem956](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem956/): Data Cleansing Data Enrichment Audience Creation APIs MCP Server Integrations\n- [dynamic-content-megamenu-menuitem708](https://versium.com/blog/elementskit-content/dynamic-content-megamenu-menuitem708/)\n\n## Case Studies\n- [Turning Trade Show Buzz Into Booked Demos for a B2B SaaS Brand](https://versium.com/case_studies/turning-trade-show-buzz-into-booked-demos-for-a-b2b-saas-brand/): A growing B2B SaaS company had a strong presence at trade shows but was struggling to convert booth traffic into meaningful pipeline. Their list of booth visitors was incomplete, and manual follow-up was slow and unscalable.\n- [Sharper Data, Smarter Outreach: How an Investment Firm Elevated Campaign Results using Versium REACH](https://versium.com/case_studies/sharper-data-smarter-outreach-how-an-investment-firm-elevated-campaign-results-using-versium-reach/): A national investment firm was working with outdated contact records and surface-level data. Inaccurate emails, disconnected numbers, and missing personal details made it difficult to engage existing customers—let alone find new ones. Without a clear picture of who they were reaching, campaigns were falling flat.\n- [SaaS Company Uses Versium REACH to Increase Match Rates by 320%](https://versium.com/case_studies/saas-company-uses-versium-reach-to-increase-match-rates-by-320/): Many digital platforms like Meta, LinkedIn, and YouTube offer ad targeting based on uploaded lists. But B2B marketers often run into a roadblock: most business contacts use personal emails to sign up for these platforms, making it hard to match and reach them through campaigns.\n- [Launching an ABM Strategy That Actually Works using Versium REACH](https://versium.com/case_studies/launching-an-abm-strategy-that-actually-works-using-versium-reach/): This socially responsible employee benefits provider knew account-based marketing was the right move. Their service depends on connecting with the right roles inside specific companies. But their existing programmatic platform couldn’t deliver account-specific targeting. Previous audience buys were broad, generic, and came with fixed CPMs—making their ABM ambitions hard to execute.\n- [Increasing Donor Engagement for a Non‑Profit Through Data Enrichment](https://versium.com/case_studies/increasing-donor-engagement-for-a-non%e2%80%91profit-through-data-enrichment/): \n- [How an Educational Publisher Tripled Match Rates with Versium REACH](https://versium.com/case_studies/how-an-educational-publisher-tripled-match-rates-with-versium-reach/): A prominent educational publishing company was struggling to reach its ideal audience online. Their first-party data relied heavily on business emails, which meant low match rates on consumer platforms—and limited campaign impact.\n- [Doubling Contact Rates for a Real Estate Data Reseller](https://versium.com/case_studies/doubling-contact-rates-for-a-real-estate-data-reseller/): A real estate data reseller needed a more reliable and efficient way to reach homeowners and investors. Their sales outreach depended on having accurate phone numbers for cold calling, but existing lists were incomplete or outdated. As a result, many calls went unanswered and lead generation stalled.\n- [Cutting Demo Costs by 43% for an HR SaaS Brand](https://versium.com/case_studies/cutting-demo-costs-by-43-for-an-hr-saas-brand/): This HR tech company needed to drive more qualified leads and demo signups—but social media ad tools weren’t delivering. Their built-in targeting couldn’t reach enough of the right people, and campaigns were generating expensive, low-converting leads.\n- [Cutting Costs, Not Conversions: How One University Trimmed 49% Off Their Marketing Spend](https://versium.com/case_studies/cutting-costs-not-conversions-how-one-university-trimmed-49-off-their-marketing-spend/): A national online university was receiving 30,000+ leads per month from various partners and platforms, but had no way to tell which ones were actually worth pursuing. With every lead treated the same, budgets were stretched thin and enrollment teams were overwhelmed.\n\n## Newsroom\n- [Versium Unveils Fresh Brand Identity to Reflect Growing Innovation in B2B2C Marketing Data](https://versium.com/blog/news_room/versium-unveils-fresh-brand-identity-to-reflect-growing-innovation-in-b2b2c-marketing-data/)\n- [Versium releases free Dedupe Tool for simplifying customer data management](https://www.kmworld.com/Articles/ReadArticle.aspx?ArticleID=166778#new_tab)\n- [How to Create a Complete Marketing Strategy in 2025 [Data + Expert Tips]](https://blog.hubspot.com/marketing/marketing-strategy#new_tab)\n- [Data-First Culture: 20 Top Challenges (And Expert Solutions)](https://www.forbes.com/councils/forbestechcouncil/2024/06/24/data-first-culture-20-top-challenges-and-expert-solutions/#new_tab)\n- [41 Types of Marketing Your Brand Should Invest In](https://blog.hubspot.com/marketing/marketing-types#new_tab)\n- [22 Email Best Practices That I Live By as an Email Marketer](https://blog.hubspot.com/blog/tabid/6307/bid/23965/9-email-marketing-best-practices-to-generate-more-leads.aspx#new_tab)\n- [17 Ways SMBs Can Leverage Technology To Grow Their Customer Bases](https://www.forbes.com/councils/forbestechcouncil/2024/07/24/17-ways-smbs-can-leverage-technology-to-grow-their-customer-bases/#new_tab)",
"snippets": [
{
"id": "fix_heading_hierarchy",
"title": "Fix heading hierarchy",
"description": "Your page has 2 <h1> elements. Keep only one. Demote the rest to <h2>.",
"language": "html",
"code": "<!-- Keep only one <h1> per page -->\n<h1>B2B2C Identity Resolution & Data Enrichment | Versium</h1>",
"filename": "<main> or <article>"
},
{
"id": "add_content_signals",
"title": "Add Content-Signal directives",
"description": "Content-Signal tells AI agents how they may use your content. The recommended location is robots.txt, but you can also add it as an HTTP header.",
"language": "txt",
"code": "# robots.txt (recommended, canonical location):\nUser-agent: *\nContent-Signal: search=yes, ai-input=yes, ai-train=no\n\n# Nginx — add to server block (optional, for HTTP header):\n# add_header Content-Signal \"search=yes, ai-input=yes, ai-train=no\" always;\n\n# Apache — add to .htaccess (optional, for HTTP header):\n# Header set Content-Signal \"search=yes, ai-input=yes, ai-train=no\"",
"filename": "/robots.txt"
},
{
"id": "add_markdown_negotiation",
"title": "Support Markdown for Agents",
"description": "Implement one or more of the 4 Markdown for Agents mechanisms to let AI agents request content in markdown format.",
"language": "html",
"code": "<!-- 1. Content negotiation: respond to Accept: text/markdown -->\n<!-- In your server/framework, check the Accept header and return markdown -->\n<!-- with Content-Type: text/markdown -->\n\n<!-- 2. Serve .md URLs (e.g., /about.md alongside /about) -->\n<!-- Generate static .md files or handle .md routes in your app -->\n\n<!-- 3. Add <link> tag in your HTML <head>: -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">\n\n<!-- 4. Add Link HTTP header on HTML responses: -->\n<!-- Link: </page.md>; rel=\"alternate\"; type=\"text/markdown\" -->\n\n<!-- Best practice: include Vary: Accept and X-Markdown-Tokens headers -->\n<!-- on markdown responses -->",
"filename": "<head> + server config"
}
]
}Usa nuestra API para obtener esto de forma programática (próximamente)
Este JSON es para uso interno — a diferencia del Markdown y llms.txt, no está pensado para subirse a tu web. Guárdalo como referencia para seguir la evolución de tu puntuación, compártelo con tu equipo de desarrollo o intégralo en tu pipeline CI/CD.
Próximamente: Análisis de dominio completo
Rastrea todo tu dominio, genera llms.txt y monitoriza tu puntuación de preparación para IA a lo largo del tiempo. Únete a la lista de espera para recibir notificaciones.
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