URL analizada
https://9bot.com.br/en/
Medido hace 3 días
Puntuación AI-Ready
Bueno
de 100
Ahorro de tokens
Desglose de la puntuación
Protocolos emergentes
6 de 6 detectadosEndpoints well-known que los AI agents buscan. Detectados significa que un agente puede descubrir y conectar con tu servicio automáticamente.
-
OAuth Protected Resource RFC 9728
/.well-known/oauth-protected-resource- resource: https://mcp.9bot.com.br/mcp
- 1 authorization server(s)
-
OAuth Discovery RFC 8414
/.well-known/oauth-authorization-server- issuer: https://mcp.9bot.com.br
- token_endpoint: https://mcp.9bot.com.br/oauth/token
- 2 grant type(s)
-
MCP Server Card SEP-1649 draft
/.well-known/mcp/server-card.json- v1.0
-
A2A Agent Card A2A v1.0
/.well-known/agent-card.json- name: 9bot Discovery Agent
- v1.0.0
- 3 capabilities
- 2 skill(s)
-
API Catalog RFC 9727
/.well-known/api-catalog- 1 API(s)
- media type: unknown (expected application/linkset+json)
-
Agent Skills index Discovery RFC v0.2.0 draft
/.well-known/agent-skills/index.json- 1 skill(s)
- whatsapp-community-management
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Lo que medimos No Markdown for Agents support detected
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.
Lo que medimos Content ratio: 0.2% (718 content chars / 374983 HTML bytes)
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.
Lo que medimos 12 semantic elements, 286 divs (ratio: 4%)
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.
Lo que medimos 2 heading level skip(s)
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).
Lo que medimos 25/815 elements with inline styles (3.1%)
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.
## Everything that happens in your groups, in a dashboard Explore the main areas of 9bot in a clear, direct flow. Operations, content, moderation, integrations, and data.  ## Choose your plan From creators managing a single group to large portals with hundreds of members, Basic Pro is the right plan to automate, engage, and grow your audience on WhatsApp.   ### Basic Pro Plan No confusing plans. No locked features. You activate it and get everything. ## US $35,00 / month *50% off for 3 months on the monthly plan* **\*Cancel anytime. Secure payment via ** ## Ask any AI about 9bot With 9bot’s MCP server, compatible AI assistants can go beyond answering questions. They can connect directly to 9bot’s tools and interact with your operations. [](https://startupfa.me/s/9bot?utm_source=9bot.com.br) [](https://transparencyreport.google.com/safe-browsing/search?url=9bot.com.br&hl=en)
WhatsApp Automation for Groups, Teams, and API Integrations  ### Control, scale, and visibility for your groups. # The operations hub for WhatsApp communities Automate messages, commands, moderation, integrations, and reporting to run groups with more control and less manual work.   [Start your 7-day free trial](https://9bot.com.br/en/start-now) [See how it works](https://9bot.com.br/en/more-info/)  ## When your groups grow, WhatsApp becomes an operation 9bot organizes the routines that consume time, scatter information, and leave your team stuck doing repetitive work.  ### Manual messages take time Announcements, links, news, deals, and updates need to be sent frequently.  ### Moderation gets harder Spam, suspicious links, reports, inactive members, and broken rules require constant attention.  ### You lack visibility into what’s happening Without data, it is hard to understand engagement, peak activity times, and growth. ## Everything that happens in your groups, in a dashboard Explore the main areas of 9bot in a clear, direct flow. Operations, content, moderation, integrations, and data.  ✨ Click here✨  ## Automate the tasks your team repeats every day. Create recurring messages, automatic replies, custom commands, and moderation rules in just a few clicks. 9bot runs the routine and logs everything so your team can follow up. [Start now](https://9bot.com.br/en/start-now/) ## Connect WhatsApp to the systems that power your operation.  ##### Systems via API External APIs with authentication and automated news delivery.  ##### Live stream alerts Twitch, YouTube, and Kick with templates and configurable repeats.  ##### Schedule affiliate messages Mercado Livre, Amazon, Shopee, products, schedule, and logs.  ## Don’t just take our word for it Customers use 9bot to keep communities active, content flowing, and operations connected to WhatsApp.        #### Mateus Nunes @livecoins · 16 October 9bot transformed our group interaction. Automated news delivery increased direct traffic and made the community more active.  #### Melissa Hissami @EducaMFC · 09 April The automations allowed the community to receive content, links, and announcements continuously, in an organized way, and at the right time.  #### Ivan Schroll @Educabit · 22 November We were able to deliver content and announcements in real time, keeping students, instructors, and the community more connected with Educabit. ## Choose your plan From creators managing a single group to large portals with hundreds of members, Basic Pro is the right plan to automate, engage, and grow your audience on WhatsApp.   ### Basic Pro Plan No confusing plans. No locked features. You activate it and get everything. ## US $35,00 / month *50% off for 3 months on the monthly plan* [Test now for 7 days](https://9bot.com.br/en/start-now/) - Full dashboard - Automatic RSS feed - API integration - Message and routine automation - Advanced moderation - Interactive commands - Reports and analytics - Automatic welcome messages - Custom banned words - Custom punishment ladder - Message scheduling (daily / weekly / monthly) - Exclusive WhatsApp support **\*Cancel anytime. Secure payment via ** ## Ask any AI about 9bot [ Ask ChatGPT](https://chatgpt.com/?q=Explain%20me%20how%209bot%20can%20help%20me%20run%20my%20WhatsApp%20Group%20and%20why%20is%20the%20best%20choice) [Ask Grok](https://grok.com/?q=Explain%20me%20how%209bot%20can%20help%20me%20run%20my%20WhatsApp%20Group%20and%20why%20is%20the%20best%20choice) [Ask Perplexity](https://www.perplexity.ai/search?q=Explain%20me%20how%209bot%20can%20help%20me%20run%20my%20WhatsApp%20Group%20and%20why%20is%20the%20best%20choice%20ever) With 9bot’s MCP server, compatible AI assistants can go beyond answering questions. They can connect directly to 9bot’s tools and interact with your operations. ## Frequently Asked Questions What is 9bot? 9bot is an intelligent platform for WhatsApp that automates the delivery of news, commands, and messages, helps manage groups, and also supports API integrations to connect systems, tools, and operational processes. Do I need to know how to code to use 9bot? No. Everything is set up after you choose your plan and connect your WhatsApp. After that, everything is managed directly from the dashboard. Can I connect my own website or news portal? Yes. 9bot can automatically read your portal’s RSS feed and send the links to your groups at the interval you choose. Does 9bot work in multiple groups at the same time? Absolutely. Starting from the Basic Pro Plan, you can connect multiple groups and manage all of them from a single 9bot dashboard. Can I customize the bot’s commands and messages? Yes! 9bot is fully customizable, from the commands to the tone of the responses. Can 9bot integrate with my system via API? Yes. 9bot can integrate via API with websites, news portals, internal systems, platforms, and other tools to automate deliveries, receive data, trigger commands, and turn events into messages within your WhatsApp operation. Does 9bot support MCP? Yes. 9bot provides an MCP server that allows compatible AI assistants and agents to interact with 9bot tools and data, including WhatsApp groups, communities, analytics, moderation, scheduled messages, workflows, and all dashboard supported features. What is the 9bot MCP server? The 9bot MCP server is a Model Context Protocol integration that connects AI assistants and agents to 9bot’s WhatsApp community management platform. It provides a standardized way for compatible AI systems to access authorized 9bot tools for community management, analytics, moderation, messaging, scheduling, and automation. ## From communities to businesses with connected systems, automate workflows, alerts, and communication on WhatsApp without relying on manual work.   [](https://startupfa.me/s/9bot?utm_source=9bot.com.br) [](https://transparencyreport.google.com/safe-browsing/search?url=9bot.com.br&hl=en) - [English](https://9bot.com.br/en/) - [Português](https://9bot.com.br/pt/) - [Español](https://9bot.com.br/es/) - [中文 (中国)](https://9bot.com.br/zh/) - [Articles](https://9bot.com.br/en/articles/) - [MCP](https://9bot.com.br/en/mcp/) [More information](https://9bot.com.br/en/more-info/)
Sube este archivo como /en.md en tu servidor para que los AI agents puedan acceder a una versión limpia de tu página. También puedes configurar la negociación de contenido Accept: text/markdown para servirlo automáticamente.
Nuestra recomendación
# The operations hub for WhatsApp communities > Automate WhatsApp groups, alerts, commands, news, and API integrations. 9bot connects portals, systems, and operational workflows. ## Main - [WhatsApp Automation for Groups, Teams, and API Integrations](https://9bot.com.br/en/): Automate WhatsApp groups, alerts, commands, news, and API integrations. 9bot connects portals, systems, and operational… - [Português](https://9bot.com.br/pt/) - [Español](https://9bot.com.br/es/) - [中文 (中国)](https://9bot.com.br/zh/) - [MCP](https://9bot.com.br/en/mcp/) - [More information](https://9bot.com.br/en/more-info/) ## Blog - [Articles](https://9bot.com.br/en/articles/)
El llms.txt completo requiere un análisis de todo el dominio (próximamente)
Sube este archivo a https://9bot.com.br/llms.txt en la raíz de tu dominio. Los AI agents como ChatGPT, Claude y Perplexity consultan este archivo para comprender la estructura de tu sitio.
Este sitio ya tiene un archivo llms.txt.
Formato válido# 9bot > 9bot is the operations hub for WhatsApp communities. It provides message and routine automation, group management, moderation, reporting, integrations, Workflows, an OAuth-protected remote MCP server, and browser-facing WebMCP tools. ## Canonical resources - [9bot website](https://9bot.com.br/en/): Product overview, plans, capabilities, and customer use cases. - [Developer documentation](https://9bot.com.br/developers/): Public developer and agent integration guide. - [OpenAPI JSON](https://9bot.com.br/openapi.json): Machine-readable description of the public 9bot agent gateway surface. - [OpenAPI YAML](https://9bot.com.br/openapi.yaml): YAML representation of the same OpenAPI description. - [Full technical guidance](https://9bot.com.br/llms-full.txt): Detailed technical context for AI systems and developers. - [Authentication guide](https://9bot.com.br/auth.md): OAuth and authorization guidance for agents and clients. ## AI and agent interfaces - [9bot MCP guide](https://9bot.com.br/en/mcp/): Product documentation for connecting AI assistants and agents. - [MCP gateway](https://mcp.9bot.com.br/): Public gateway information. - [Remote MCP endpoint](https://mcp.9bot.com.br/mcp): OAuth-protected Streamable HTTP endpoint. - [MCP discovery metadata](https://mcp.9bot.com.br/.well-known/mcp): Server discovery metadata. - [OAuth protected resource metadata](https://mcp.9bot.com.br/.well-known/oauth-protected-resource): Authorization server and resource discovery. - [OAuth authorization server metadata](https://mcp.9bot.com.br/.well-known/oauth-authorization-server): OAuth endpoints and supported capabilities. - [WebMCP documentation](https://9bot.com.br/developers/webmcp/): Declarative and imperative browser tool documentation. ## Main capabilities - WhatsApp group, community, member, administrator, and settings operations. - Reports and analytics for activity, engagement, growth, behavior, and operational health. - Structured Workflows created from natural-language intent. - Authorized message delivery, summaries, broadcasts, and recurring communications. - One-time and recurring schedules. - Automations, custom commands, RSS delivery, alerts, and connected routines. - Moderation features including reports, strikes, penalties, anti-spam controls, allowlists, and rules. - External integrations and API-driven event delivery. - Hosted community pages, jobs, auditability, and permission-aware operations. ## Security and operating rules - The public MCP endpoint requires OAuth authorization. - Tool availability depends on the application's scopes, authorized groups, tool allowlist or denylist, and tenant policy. - Sensitive or destructive operations may require a preview followed by explicit confirmation. - Agents must discover the tools available to the authorized application instead of assuming that every 9bot capability is enabled. - Do not expose access tokens, client secrets, WhatsApp identifiers, private messages, or tenant data in prompts, logs, or public output. - Prefer read-only operations when the user's intent is informational. - Confirm the target group, recipient, schedule, and expected effect before state-changing operations. ## Product languages - [English](https://9bot.com.br/en/) - [Português](https://9bot.com.br/pt/) - [Español](https://9bot.com.br/es/) - [中文](https://9bot.com.br/zh/) ## Contact - Website: https://9bot.com.br/ - Technical gateway: https://mcp.9bot.com.br/ - Email: [email protected] Last reviewed: 2026-08-31
Accesibilidad
Content available without JavaScript
Main content starts at 7% of HTML
Page size: 366KB
Visibilidad para IA
All major AI search bots allowed
Sitemap found
robots.txt exists
llms.txt exists and is valid
Datos estructurados
JSON-LD found: WebPage, ImageObject, BreadcrumbList, WebSite, Organization
All OG tags present
Meta description: 130 chars
Canonical URL present
lang="en-US"
HTML semántico
2 heading level skip(s)
Has both <article> and <main>
12 semantic elements, 286 divs (ratio: 4%)
33/33 images with meaningful alt text (9 decorative, not counted)
Avg div depth: 9.3, max: 15
Eficiencia del contenido
100% token reduction (HTML→Markdown)
Content ratio: 0.2% (718 content chars / 374983 HTML bytes)
HTML size: 366KB
25/815 elements with inline styles (3.1%)
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"markdown": "## Everything that happens in your groups, in a dashboard\n\nExplore the main areas of 9bot in a clear, direct flow.\nOperations, content, moderation, integrations, and data.\n\n\n\n## Choose your plan\n\nFrom creators managing a single group to large portals with hundreds of members, Basic Pro is the right plan to automate, engage, and grow your audience on WhatsApp.\n\n\n\n\n\n### Basic Pro Plan\n\nNo confusing plans. No locked features. You activate it and get everything.\n\n## US $35,00 / month\n\n*50% off for 3 months on the monthly plan*\n\n**\\*Cancel anytime. Secure payment via ** \n\n## Ask any AI about 9bot\n\nWith 9bot’s MCP server, compatible AI assistants can go beyond answering questions.\nThey can connect directly to 9bot’s tools and interact with your operations.\n\n[](https://startupfa.me/s/9bot?utm_source=9bot.com.br)\n\n[](https://transparencyreport.google.com/safe-browsing/search?url=9bot.com.br&hl=en)\n",
"fullPageMarkdown": "WhatsApp Automation for Groups, Teams, and API Integrations\n\n\n\n### Control, scale, and visibility for your groups.\n\n# The operations hub for WhatsApp communities\n\nAutomate messages, commands, moderation, integrations, and reporting to run groups with more control and less manual work.\n\n\n\n\n\n[Start your 7-day free trial](https://9bot.com.br/en/start-now)\n\n[See how it works](https://9bot.com.br/en/more-info/)\n\n\n\n## When your groups grow, WhatsApp becomes an operation\n\n9bot organizes the routines that consume time, scatter information, and leave your team stuck doing repetitive work.\n\n\n\n### Manual messages take time\n\nAnnouncements, links, news, deals, and updates need to be sent frequently.\n\n\n\n### Moderation gets harder\n\nSpam, suspicious links, reports, inactive members, and broken rules require constant attention.\n\n\n\n### You lack visibility into what’s happening\n\nWithout data, it is hard to understand engagement, peak activity times, and growth.\n\n## Everything that happens in your groups, in a dashboard\n\nExplore the main areas of 9bot in a clear, direct flow.\nOperations, content, moderation, integrations, and data.\n\n\n\n✨ Click here✨\n\n\n\n## Automate the tasks your team repeats every day.\n\nCreate recurring messages, automatic replies, custom commands, and moderation rules in just a few clicks.\n9bot runs the routine and logs everything so your team can follow up.\n\n[Start now](https://9bot.com.br/en/start-now/)\n\n## Connect WhatsApp to the systems that power your operation.\n\n\n\n##### Systems via API\n\nExternal APIs with authentication and automated news delivery.\n\n\n\n##### Live stream alerts\n\nTwitch, YouTube, and Kick with templates and configurable repeats.\n\n\n\n##### Schedule affiliate messages\n\nMercado Livre, Amazon, Shopee, products, schedule, and logs.\n\n\n\n## Don’t just take our word for it\n\nCustomers use 9bot to keep communities active, content flowing, and operations connected to WhatsApp.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n#### Mateus Nunes\n\n@livecoins · 16 October\n\n9bot transformed our group interaction. Automated news delivery increased direct traffic and made the community more active.\n\n\n\n#### Melissa Hissami\n\n@EducaMFC · 09 April\n\nThe automations allowed the community to receive content, links, and announcements continuously, in an organized way, and at the right time.\n\n\n\n#### Ivan Schroll\n\n@Educabit · 22 November\n\nWe were able to deliver content and announcements in real time, keeping students, instructors, and the community more connected with Educabit.\n\n## Choose your plan\n\nFrom creators managing a single group to large portals with hundreds of members, Basic Pro is the right plan to automate, engage, and grow your audience on WhatsApp.\n\n\n\n\n\n### Basic Pro Plan\n\nNo confusing plans. No locked features. You activate it and get everything.\n\n## US $35,00 / month\n\n*50% off for 3 months on the monthly plan*\n\n[Test now for 7 days](https://9bot.com.br/en/start-now/)\n\n- Full dashboard\n- Automatic RSS feed\n- API integration\n- Message and routine automation\n- Advanced moderation\n- Interactive commands\n- Reports and analytics\n- Automatic welcome messages\n- Custom banned words\n- Custom punishment ladder\n- Message scheduling (daily / weekly / monthly)\n- Exclusive WhatsApp support\n\n**\\*Cancel anytime. Secure payment via ** \n\n## Ask any AI about 9bot\n\n[ Ask ChatGPT](https://chatgpt.com/?q=Explain%20me%20how%209bot%20can%20help%20me%20run%20my%20WhatsApp%20Group%20and%20why%20is%20the%20best%20choice)\n\n[Ask Grok](https://grok.com/?q=Explain%20me%20how%209bot%20can%20help%20me%20run%20my%20WhatsApp%20Group%20and%20why%20is%20the%20best%20choice)\n\n[Ask Perplexity](https://www.perplexity.ai/search?q=Explain%20me%20how%209bot%20can%20help%20me%20run%20my%20WhatsApp%20Group%20and%20why%20is%20the%20best%20choice%20ever)\n\nWith 9bot’s MCP server, compatible AI assistants can go beyond answering questions.\nThey can connect directly to 9bot’s tools and interact with your operations.\n\n## Frequently Asked Questions\n\nWhat is 9bot?\n\n9bot is an intelligent platform for WhatsApp that automates the delivery of news, commands, and messages, helps manage groups, and also supports API integrations to connect systems, tools, and operational processes.\n\nDo I need to know how to code to use 9bot?\n\nNo. Everything is set up after you choose your plan and connect your WhatsApp. After that, everything is managed directly from the dashboard.\n\nCan I connect my own website or news portal?\n\nYes. 9bot can automatically read your portal’s RSS feed and send the links to your groups at the interval you choose. \n\nDoes 9bot work in multiple groups at the same time?\n\nAbsolutely. Starting from the Basic Pro Plan, you can connect multiple groups and manage all of them from a single 9bot dashboard.\n\nCan I customize the bot’s commands and messages?\n\nYes! 9bot is fully customizable, from the commands to the tone of the responses.\n\nCan 9bot integrate with my system via API?\n\nYes. 9bot can integrate via API with websites, news portals, internal systems, platforms, and other tools to automate deliveries, receive data, trigger commands, and turn events into messages within your WhatsApp operation.\n\nDoes 9bot support MCP?\n\nYes. 9bot provides an MCP server that allows compatible AI assistants and agents to interact with 9bot tools and data, including WhatsApp groups, communities, analytics, moderation, scheduled messages, workflows, and all dashboard supported features.\n\nWhat is the 9bot MCP server?\n\nThe 9bot MCP server is a Model Context Protocol integration that connects AI assistants and agents to 9bot’s WhatsApp community management platform. It provides a standardized way for compatible AI systems to access authorized 9bot tools for community management, analytics, moderation, messaging, scheduling, and automation.\n\n## From communities to businesses with connected systems, automate workflows, alerts, and communication on WhatsApp without relying on manual work.\n\n\n\n\n\n[](https://startupfa.me/s/9bot?utm_source=9bot.com.br)\n\n[](https://transparencyreport.google.com/safe-browsing/search?url=9bot.com.br&hl=en)\n\n- [English](https://9bot.com.br/en/)\n- [Português](https://9bot.com.br/pt/)\n- [Español](https://9bot.com.br/es/)\n- [中文 (中国)](https://9bot.com.br/zh/)\n- [Articles](https://9bot.com.br/en/articles/)\n- [MCP](https://9bot.com.br/en/mcp/)\n\n[More information](https://9bot.com.br/en/more-info/)\n",
"markdownStats": {
"images": 6,
"links": 2,
"tables": 0,
"codeBlocks": 0,
"headings": 5
},
"tokens": {
"htmlTokens": 118582,
"markdownTokens": 442,
"reduction": 118140,
"reductionPercent": 100
},
"score": {
"score": 84,
"grade": "B",
"rubricVersion": 3,
"dimensions": {
"accessibility": {
"score": 96,
"weight": 30,
"grade": "A",
"checks": {
"content_without_js": {
"score": 100,
"weight": 55,
"evidence": "proven",
"details": "Content available without JavaScript"
},
"fast_content_position": {
"score": 100,
"weight": 25,
"evidence": "plausible",
"details": "Main content starts at 7% of HTML"
},
"reasonable_page_size": {
"score": 80,
"weight": 20,
"evidence": "plausible",
"details": "Page size: 366KB"
}
}
},
"aiDiscoverability": {
"score": 76,
"weight": 25,
"grade": "B",
"checks": {
"robots_allows_ai_bots": {
"score": 100,
"weight": 35,
"evidence": "proven",
"details": "All major AI search bots allowed"
},
"supports_markdown_negotiation": {
"score": 0,
"weight": 20,
"evidence": "plausible",
"details": "No Markdown for Agents support detected"
},
"has_sitemap": {
"score": 100,
"weight": 15,
"evidence": "plausible",
"details": "Sitemap found"
},
"has_robots_txt": {
"score": 100,
"weight": 10,
"evidence": "plausible",
"details": "robots.txt exists"
},
"has_llms_txt": {
"score": 100,
"weight": 10,
"evidence": "speculative",
"details": "llms.txt exists and is valid"
},
"has_content_signals": {
"score": 60,
"weight": 10,
"evidence": "speculative",
"details": "robots.txt: ai-train=no, search=yes, ai-input=yes",
"mechanisms": {
"robotsTxt": true,
"httpHeader": false,
"policy": false
}
}
}
},
"structuredData": {
"score": 100,
"weight": 20,
"grade": "A",
"checks": {
"has_schema_org": {
"score": 100,
"weight": 35,
"evidence": "proven",
"details": "JSON-LD found: WebPage, ImageObject, BreadcrumbList, WebSite, Organization"
},
"has_open_graph": {
"score": 100,
"weight": 20,
"evidence": "plausible",
"details": "All OG tags present"
},
"has_meta_description": {
"score": 100,
"weight": 20,
"evidence": "plausible",
"details": "Meta description: 130 chars"
},
"has_canonical_url": {
"score": 100,
"weight": 15,
"evidence": "plausible",
"details": "Canonical URL present"
},
"has_lang_attribute": {
"score": 100,
"weight": 10,
"evidence": "plausible",
"details": "lang=\"en-US\""
}
}
},
"semanticHtml": {
"score": 69,
"weight": 15,
"grade": "C",
"checks": {
"proper_heading_hierarchy": {
"score": 70,
"weight": 30,
"evidence": "plausible",
"details": "2 heading level skip(s)"
},
"uses_article_or_main": {
"score": 100,
"weight": 25,
"evidence": "plausible",
"details": "Has both <article> and <main>"
},
"semantic_elements": {
"score": 13,
"weight": 20,
"evidence": "plausible",
"details": "12 semantic elements, 286 divs (ratio: 4%)"
},
"meaningful_alt_texts": {
"score": 100,
"weight": 15,
"evidence": "plausible",
"details": "33/33 images with meaningful alt text (9 decorative, not counted)"
},
"low_div_nesting": {
"score": 57,
"weight": 10,
"evidence": "speculative",
"details": "Avg div depth: 9.3, max: 15"
}
}
},
"contentEfficiency": {
"score": 55,
"weight": 10,
"grade": "D",
"checks": {
"token_reduction_ratio": {
"score": 100,
"weight": 40,
"evidence": "speculative",
"details": "100% token reduction (HTML→Markdown)"
},
"content_to_noise_ratio": {
"score": 0,
"weight": 30,
"evidence": "speculative",
"details": "Content ratio: 0.2% (718 content chars / 374983 HTML bytes)"
},
"reasonable_page_weight": {
"score": 50,
"weight": 20,
"evidence": "speculative",
"details": "HTML size: 366KB"
},
"minimal_inline_styles": {
"score": 50,
"weight": 10,
"evidence": "speculative",
"details": "25/815 elements with inline styles (3.1%)"
}
}
}
}
},
"recommendations": [
{
"id": "add_markdown_negotiation",
"priority": "critical",
"category": "aiDiscoverability",
"titleKey": "rec.add_markdown_negotiation.title",
"descriptionKey": "rec.add_markdown_negotiation.description",
"howToKey": "rec.add_markdown_negotiation.howto",
"howToStepKeys": null,
"effort": "significant",
"estimatedImpact": 5,
"maxImpact": 5,
"evidence": "plausible",
"checkScore": 0,
"checkDetails": "No Markdown for Agents support detected"
},
{
"id": "improve_content_ratio",
"priority": "high",
"category": "contentEfficiency",
"titleKey": "rec.improve_content_ratio.title",
"descriptionKey": "rec.improve_content_ratio.description",
"howToKey": "rec.improve_content_ratio.howto",
"howToStepKeys": null,
"effort": "moderate",
"estimatedImpact": 3,
"maxImpact": 3,
"evidence": "speculative",
"checkScore": 0,
"checkDetails": "Content ratio: 0.2% (718 content chars / 374983 HTML bytes)"
},
{
"id": "add_semantic_elements",
"priority": "high",
"category": "semanticHtml",
"titleKey": "rec.add_semantic_elements.title",
"descriptionKey": "rec.add_semantic_elements.description",
"howToKey": "rec.add_semantic_elements.howto",
"howToStepKeys": null,
"effort": "moderate",
"estimatedImpact": 2.6,
"maxImpact": 3,
"evidence": "plausible",
"checkScore": 13,
"checkDetails": "12 semantic elements, 286 divs (ratio: 4%)"
},
{
"id": "fix_heading_hierarchy",
"priority": "medium",
"category": "semanticHtml",
"titleKey": "rec.fix_heading_hierarchy.title",
"descriptionKey": "rec.fix_heading_hierarchy.description",
"howToKey": "rec.fix_heading_hierarchy.howto",
"howToStepKeys": null,
"effort": "quick-win",
"estimatedImpact": 1.3,
"maxImpact": 4.5,
"evidence": "plausible",
"checkScore": 70,
"checkDetails": "2 heading level skip(s)"
},
{
"id": "remove_inline_styles",
"priority": "low",
"category": "contentEfficiency",
"titleKey": "rec.remove_inline_styles.title",
"descriptionKey": "rec.remove_inline_styles.description",
"howToKey": "rec.remove_inline_styles.howto",
"howToStepKeys": null,
"effort": "moderate",
"estimatedImpact": 0.5,
"maxImpact": 1,
"evidence": "speculative",
"checkScore": 50,
"checkDetails": "25/815 elements with inline styles (3.1%)"
}
],
"llmsTxtPreview": "# The operations hub for WhatsApp communities\n\n> Automate WhatsApp groups, alerts, commands, news, and API integrations. 9bot connects portals, systems, and operational workflows.\n\n## Main\n- [WhatsApp Automation for Groups, Teams, and API Integrations](https://9bot.com.br/en/): Automate WhatsApp groups, alerts, commands, news, and API integrations. 9bot connects portals, systems, and operational…\n- [Português](https://9bot.com.br/pt/)\n- [Español](https://9bot.com.br/es/)\n- [中文 (中国)](https://9bot.com.br/zh/)\n- [MCP](https://9bot.com.br/en/mcp/)\n- [More information](https://9bot.com.br/en/more-info/)\n\n## Blog\n- [Articles](https://9bot.com.br/en/articles/)\n\n",
"llmsTxtExisting": "# 9bot\n\n> 9bot is the operations hub for WhatsApp communities. It provides message and routine automation, group management, moderation, reporting, integrations, Workflows, an OAuth-protected remote MCP server, and browser-facing WebMCP tools.\n\n## Canonical resources\n\n- [9bot website](https://9bot.com.br/en/): Product overview, plans, capabilities, and customer use cases.\n- [Developer documentation](https://9bot.com.br/developers/): Public developer and agent integration guide.\n- [OpenAPI JSON](https://9bot.com.br/openapi.json): Machine-readable description of the public 9bot agent gateway surface.\n- [OpenAPI YAML](https://9bot.com.br/openapi.yaml): YAML representation of the same OpenAPI description.\n- [Full technical guidance](https://9bot.com.br/llms-full.txt): Detailed technical context for AI systems and developers.\n- [Authentication guide](https://9bot.com.br/auth.md): OAuth and authorization guidance for agents and clients.\n\n## AI and agent interfaces\n\n- [9bot MCP guide](https://9bot.com.br/en/mcp/): Product documentation for connecting AI assistants and agents.\n- [MCP gateway](https://mcp.9bot.com.br/): Public gateway information.\n- [Remote MCP endpoint](https://mcp.9bot.com.br/mcp): OAuth-protected Streamable HTTP endpoint.\n- [MCP discovery metadata](https://mcp.9bot.com.br/.well-known/mcp): Server discovery metadata.\n- [OAuth protected resource metadata](https://mcp.9bot.com.br/.well-known/oauth-protected-resource): Authorization server and resource discovery.\n- [OAuth authorization server metadata](https://mcp.9bot.com.br/.well-known/oauth-authorization-server): OAuth endpoints and supported capabilities.\n- [WebMCP documentation](https://9bot.com.br/developers/webmcp/): Declarative and imperative browser tool documentation.\n\n## Main capabilities\n\n- WhatsApp group, community, member, administrator, and settings operations.\n- Reports and analytics for activity, engagement, growth, behavior, and operational health.\n- Structured Workflows created from natural-language intent.\n- Authorized message delivery, summaries, broadcasts, and recurring communications.\n- One-time and recurring schedules.\n- Automations, custom commands, RSS delivery, alerts, and connected routines.\n- Moderation features including reports, strikes, penalties, anti-spam controls, allowlists, and rules.\n- External integrations and API-driven event delivery.\n- Hosted community pages, jobs, auditability, and permission-aware operations.\n\n## Security and operating rules\n\n- The public MCP endpoint requires OAuth authorization.\n- Tool availability depends on the application's scopes, authorized groups, tool allowlist or denylist, and tenant policy.\n- Sensitive or destructive operations may require a preview followed by explicit confirmation.\n- Agents must discover the tools available to the authorized application instead of assuming that every 9bot capability is enabled.\n- Do not expose access tokens, client secrets, WhatsApp identifiers, private messages, or tenant data in prompts, logs, or public output.\n- Prefer read-only operations when the user's intent is informational.\n- Confirm the target group, recipient, schedule, and expected effect before state-changing operations.\n\n## Product languages\n\n- [English](https://9bot.com.br/en/)\n- [Português](https://9bot.com.br/pt/)\n- [Español](https://9bot.com.br/es/)\n- [中文](https://9bot.com.br/zh/)\n\n## Contact\n\n- Website: https://9bot.com.br/\n- Technical gateway: https://mcp.9bot.com.br/\n- Email: [email protected]\n\nLast reviewed: 2026-08-31",
"emergingProtocols": {
"oauthProtectedResource": {
"exists": true,
"url": "https://9bot.com.br/.well-known/oauth-protected-resource",
"resource": "https://mcp.9bot.com.br/mcp",
"authorizationServers": [
"https://mcp.9bot.com.br"
],
"scopesSupported": [
"9bot.read_only",
"9bot.full_access"
]
},
"oauthDiscovery": {
"exists": true,
"url": "https://9bot.com.br/.well-known/oauth-authorization-server",
"issuer": "https://mcp.9bot.com.br",
"authorizationEndpoint": "https://mcp.9bot.com.br/oauth/authorize",
"tokenEndpoint": "https://mcp.9bot.com.br/oauth/token",
"grantTypesSupported": [
"authorization_code",
"refresh_token"
],
"scopesSupported": [
"9bot.read_only",
"9bot.full_access"
]
},
"mcpServerCard": {
"exists": true,
"url": "https://9bot.com.br/.well-known/mcp/server-card.json",
"draft": true,
"name": null,
"version": "1.0",
"description": "Manage, automate and analyze WhatsApp groups, communities and channels with 9bot.",
"transport": null,
"tools": null,
"resources": null,
"prompts": null
},
"a2aAgentCard": {
"exists": true,
"url": "https://9bot.com.br/.well-known/agent-card.json",
"name": "9bot Discovery Agent",
"version": "1.0.0",
"description": "Helps AI agents discover the official 9bot MCP endpoint, OAuth metadata, skills, and supported public capabilities.",
"capabilities": 3,
"skills": 2,
"endpoint": null
},
"apiCatalog": {
"exists": true,
"url": "https://9bot.com.br/.well-known/api-catalog",
"contentType": null,
"validMediaType": false,
"apis": 1
},
"agentSkills": {
"exists": true,
"url": "https://9bot.com.br/.well-known/agent-skills/index.json",
"draft": true,
"schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
"skills": 1,
"names": [
"whatsapp-community-management"
]
},
"count": 6,
"total": 6
},
"botAccess": {
"probed": true,
"bot": "OAI-SearchBot",
"controlStatus": 200,
"botStatus": 200,
"discriminates": false,
"refusedAsBot": false,
"edge": null,
"verifiable": false,
"detail": "This origin answers OAI-SearchBot exactly as it answers any other client (200). No edge-level filtering of AI crawlers observed."
},
"snippets": [
{
"id": "fix_heading_hierarchy",
"title": "Fix heading hierarchy",
"description": "Your page has 1 <h1> elements. Keep only one. Demote the rest to <h2>.",
"language": "html",
"code": "<!-- Keep only one <h1> per page -->\n<h1>WhatsApp Automation for Groups, Teams, and API Integrations</h1>",
"filename": "<main> or <article>"
},
{
"id": "add_markdown_negotiation",
"title": "Support Markdown for Agents",
"description": "Let AI agents request a clean Markdown version of any page via content negotiation, .md alternate URLs, link tags or Link headers.",
"language": "html",
"code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">",
"filename": "<head>",
"stacks": [
{
"id": "html",
"label": "HTML <head>",
"language": "html",
"filename": "<head>",
"code": "<!-- Mechanism 3: link tag advertising the .md alternate -->\n<link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
},
{
"id": "express",
"label": "Express",
"language": "javascript",
"filename": "server.js",
"code": "// Mechanisms 1 + 4: content negotiation + Link header\napp.get('/page', (req, res) => {\n res.setHeader('Vary', 'Accept');\n res.setHeader('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n if ((req.headers.accept || '').includes('text/markdown')) {\n res.type('text/markdown; charset=utf-8');\n return res.send(renderMarkdown('page'));\n }\n res.render('page');\n});"
},
{
"id": "fastify",
"label": "Fastify",
"language": "javascript",
"filename": "server.js",
"code": "// Mechanisms 1 + 4: content negotiation + Link header\nfastify.get('/page', async (req, reply) => {\n reply.header('Vary', 'Accept');\n reply.header('Link', '</page.md>; rel=\"alternate\"; type=\"text/markdown\"');\n if ((req.headers.accept || '').includes('text/markdown')) {\n return reply.type('text/markdown; charset=utf-8').send(renderMarkdown('page'));\n }\n return reply.view('/page.ejs');\n});"
},
{
"id": "nextjs",
"label": "Next.js",
"language": "typescript",
"filename": "app/page/route.ts",
"code": "// Next.js App Router — Route Handler returning Markdown\nimport { NextRequest } from 'next/server';\nimport { renderMarkdown } from '@/lib/md';\nexport async function GET(req: NextRequest) {\n const accept = req.headers.get('accept') || '';\n if (accept.includes('text/markdown')) {\n return new Response(await renderMarkdown('page'), {\n headers: {\n 'Content-Type': 'text/markdown; charset=utf-8',\n 'Vary': 'Accept',\n },\n });\n }\n // Fall through to the page component\n return new Response(null, { status: 404 });\n}"
},
{
"id": "wordpress",
"label": "WordPress",
"language": "php",
"filename": "functions.php",
"code": "<?php\n// Mechanism 1: respond to Accept: text/markdown on the same URL\nadd_action('template_redirect', function () {\n if (!is_singular()) return;\n $accept = $_SERVER['HTTP_ACCEPT'] ?? '';\n if (strpos($accept, 'text/markdown') === false) return;\n header('Content-Type: text/markdown; charset=utf-8');\n header('Vary: Accept');\n $post = get_queried_object();\n echo \"# \" . get_the_title($post) . \"\\n\\n\";\n echo wp_strip_all_tags(apply_filters('the_content', $post->post_content));\n exit;\n});"
},
{
"id": "static",
"label": "Hugo / Jekyll / Astro",
"language": "txt",
"filename": "static/page.md",
"code": "# Mechanism 2: serve .md alongside .html\n# Hugo: place page.md in /static/ — built unchanged\n# Jekyll: drop page.md in /assets/ — copied as-is\n# Astro: src/pages/page.md.ts that exports a GET returning markdown\n\n# Then advertise with mechanism 3 in <head>:\n# <link rel=\"alternate\" type=\"text/markdown\" href=\"/page.md\">"
}
]
}
]
}
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.
Comparte tus resultados
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