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Analysierte URL

https://pollenlabs.org/

Gemessen vor 2 Wochen

Weitere URL analysieren

KI-Ready Score

Gut

von 100

Token-Einsparung

HTML-Tokens 21.721
Markdown-Tokens 460
Einsparung 98%

Score-Aufschlüsselung

Zugänglichkeit 88/100
KI-Auffindbarkeit 85/100
Strukturierte Daten 100/100
Semantisches HTML 77/100
Inhaltseffizienz 70/100

Emerging Protocols

0 von 6 erkannt

Well-known-Endpunkte, nach denen KI-Agenten suchen. Erkannt bedeutet, dass ein Agent Ihren Dienst automatisch finden und verbinden kann.

  • OAuth Protected Resource RFC 9728
    /.well-known/oauth-protected-resource
  • OAuth Discovery RFC 8414
    /.well-known/oauth-authorization-server
  • MCP Server Card SEP-1649 draft
    /.well-known/mcp/server-card.json
  • A2A Agent Card A2A v1.0
    /.well-known/agent-card.json
  • API Catalog RFC 9727
    /.well-known/api-catalog
  • Agent Skills index Discovery RFC v0.2.0 draft
    /.well-known/agent-skills/index.json

Das bleibt nicht so. Monitoring gibt es noch nicht — tragen Sie sich ein, wir melden uns zum Start.

Sie stehen auf der Liste! Wir benachrichtigen Sie, sobald es verfügbar ist.

Was wir gemessen haben Content ratio: 2.7% (2113 content chars / 79299 HTML bytes)

Ihre Seite hat ein niedriges Verhältnis von tatsächlichem Inhalt zum gesamten HTML. Ein Großteil des Seitengewichts besteht aus Markup, Skripten oder Styles statt Inhalt.

So implementieren Sie es

Verlagern Sie CSS in externe Stylesheets, entfernen Sie Inline-Styles, minimieren Sie JavaScript und stellen Sie sicher, dass sich das HTML auf die Inhaltsstruktur konzentriert.

In einen Coding-Agenten einfügen, der die Korrektur vornimmt

Was wir gemessen haben Application level — .md URL (https://pollenlabs.org/index.md), <link> tag

Ihre Website unterstützt kein Markdown for Agents. Dieser Cloudflare-Standard ermöglicht KI-Agenten, Inhalte im Markdown-Format anzufordern und reduziert den Token-Verbrauch um ~80%.

So implementieren Sie es

Implementieren Sie eines oder mehrere: (1) Auf Accept: text/markdown mit Markdown-Inhalt antworten. (2) .md-URLs bereitstellen (z.B. /seite.md). (3) <link rel="alternate" type="text/markdown">-Tags hinzufügen. (4) Link-HTTP-Header für Markdown-Erkennung hinzufügen.

In einen Coding-Agenten einfügen, der die Korrektur vornimmt

Was wir gemessen haben 20 semantic elements, 158 divs (ratio: 11%)

Ihre Seite stützt sich stark auf <div>-Elemente. Semantische Elemente wie <section>, <nav>, <header>, <footer> und <aside> bieten eine sinnvolle Struktur für KI-Agenten.

So implementieren Sie es

Ersetzen Sie generische <div>-Container durch passende semantische Elemente. Verwenden Sie <section> für thematische Gruppen, <nav> für Navigation, <header>/<footer> für Seiten-/Abschnittskopf und -fußzeilen.

In einen Coding-Agenten einfügen, der die Korrektur vornimmt

Was wir gemessen haben 2 heading level skip(s)

Ihre Überschriftenstruktur hat Probleme (übersprungene Ebenen oder mehrere h1-Tags). Eine saubere Hierarchie hilft KI-Agenten, die Inhaltsorganisation zu verstehen.

So implementieren Sie es

Stellen Sie sicher, dass Sie genau ein <h1> pro Seite haben und die Überschriften einer sequentiellen Reihenfolge folgen: h1 > h2 > h3. Überspringen Sie keine Ebenen (z.B. h1 direkt zu h3).

In einen Coding-Agenten einfügen, der die Korrektur vornimmt
Markdown-Tokens: 460
## Where Philosophy Meets Creativity

We believe great product design always starts with a philosophy.

![](https://pollenlabs.org/wp-content/uploads/2026/03/Torn-paper-scaled.png)

## We are Product Builders that Empower Organizations

Our craftsmanship stands as a digital pillar of design thinking & innovative technologies orchestration.

Trusted and Supported by

 [![Privacy and scaling exploration](https://pollenlabs.org/wp-content/uploads/2026/03/logo-pse.svg)](https://pse.dev/)[![Ethereum Foundation](https://pollenlabs.org/wp-content/uploads/2026/03/logo-ef.svg) ](https://ethereum.foundation/)[![NXBN](https://pollenlabs.org/wp-content/uploads/2026/03/logo-nxbn.svg) ](https://nxbn.ethereum.foundation/)[![Optimism](https://pollenlabs.org/wp-content/uploads/2026/03/logo-op.svg)](https://optimism.io/collective)

![](https://pollenlabs.org/wp-content/uploads/2026/03/img-torn-paper-bottom.png)

## From Ideas to Reality

We design and build user-friendly systems for mission-driven teams working with users who value transparency.

## We Create Fluid Solutions that Prioritize Trust, Privacy, and Transparency.

We're more than a full-service studio, we're partners to those building systems that matter.

### Product Design

From discovery to delivery, we shape raw ideas into products that empower teams to excel and meet the needs of their users.

### Solution Development

Grounded in open-source principles, we passionately craft reliable, enduring solutions that reflect the original intention well.

### Digital Presence

Brands people follow. Identity, messaging, and experience crafted to tell a story that sticks.

### Advisory

Decisive product leadership, no fluff. We align teams, sharpen focus, and keep things moving.

![The Thinker](https://pollenlabs.org/wp-content/uploads/2026/04/The-Thinker-2.png)

## Why Partner with Pollen Labs

Long-term thinking infused right from the start.

Solutions that reflect the mission behind them.

Design thinking that goes deeper than the interface.

Mission translated into tangible assets.
Home | Pollen labs : Design & Dev Studio for Mission-Driven Teams                                        [Skip to content](https://pollenlabs.org/#content)

[![](https://pollenlabs.org/wp-content/uploads/2023/09/full-logo-1.svg)](https://pollenlabs.org/)

[Let's talk](https://pollenlabs.org/contact/)

[![](https://pollenlabs.org/wp-content/uploads/2023/09/full-logo-1.svg)](https://pollenlabs.org/)

[Let's talk](https://pollenlabs.org/contact)

[](https://pollenlabs.org/#elementor-action%3Aaction%3Doff_canvas%3Aopen%26settings%3DeyJpZCI6IjQ0MmYwMzgiLCJkaXNwbGF5TW9kZSI6Im9wZW4ifQ%3D%3D)

[](https://pollenlabs.org/#elementor-action%3Aaction%3Doff_canvas%3Aclose%26settings%3DeyJpZCI6IjQ0MmYwMzgiLCJkaXNwbGF5TW9kZSI6ImNsb3NlIn0%3D)

-   [](https://www.linkedin.com/company/pollen-labs-org/)
-   [](https://x.com/PollenLabs_)
-   [](https://discord.gg/5B3jP2sgWS)
-   [](https://github.com/Pollen-labs)
-   [](https://www.youtube.com/@Pollen_labs)

# Where Philosophy Meets Creativity

We believe great product design always starts with a philosophy.

![](https://pollenlabs.org/wp-content/uploads/2026/03/Torn-paper-scaled.png)

## We are Product Builders that Empower Organizations

Our craftsmanship stands as a digital pillar of design thinking & innovative technologies orchestration.

Trusted and Supported by

 [![Privacy and scaling exploration](https://pollenlabs.org/wp-content/uploads/2026/03/logo-pse.svg)](https://pse.dev/)[![Ethereum Foundation](https://pollenlabs.org/wp-content/uploads/2026/03/logo-ef.svg) ](https://ethereum.foundation/)[![NXBN](https://pollenlabs.org/wp-content/uploads/2026/03/logo-nxbn.svg) ](https://nxbn.ethereum.foundation/)[![Optimism](https://pollenlabs.org/wp-content/uploads/2026/03/logo-op.svg)](https://optimism.io/collective)

![](https://pollenlabs.org/wp-content/uploads/2026/03/img-torn-paper-bottom.png)

## From Ideas to Reality

We design and build user-friendly systems for mission-driven teams working with users who value transparency.

-    [![Enaleia Hub](https://pollenlabs.org/wp-content/uploads/2026/03/Enaleia-hub-work-card-cover0.png)

    ###### Enaleia HubSupply-Chain traceability built on Ethereum](https://pollenlabs.org/work/block-flow-enaleia-hub/)
-    [![Reef.Regen](https://pollenlabs.org/wp-content/uploads/2026/04/Reef.Regn-16x9-cover.png)

    ###### Reef.RegenCoral restoration written onchain](https://pollenlabs.org/work/reef-regen/)
-    [![Anon Aadhaar](https://pollenlabs.org/wp-content/uploads/2026/04/workcard-Anon-Aadhaar-featured-scaled.png)

    ###### Anon AadhaarBlending privacy into a vivid culture](https://pollenlabs.org/work/anon-aadhaar/)

[See more](https://pollenlabs.org/work)

## We Create Fluid Solutions that Prioritize Trust, Privacy, and Transparency.

We're more than a full-service studio, we're partners to those building systems that matter.

### Product Design

From discovery to delivery, we shape raw ideas into products that empower teams to excel and meet the needs of their users.

### Solution Development

Grounded in open-source principles, we passionately craft reliable, enduring solutions that reflect the original intention well.

### Digital Presence

Brands people follow. Identity, messaging, and experience crafted to tell a story that sticks.

### Advisory

Decisive product leadership, no fluff. We align teams, sharpen focus, and keep things moving.

[Learn more](https://pollenlabs.org/about)

![The Thinker](https://pollenlabs.org/wp-content/uploads/2026/04/The-Thinker-2.png)

## Why Partner with Pollen Labs

Long-term thinking infused right from the start.

Solutions that reflect the mission behind them.

Design thinking that goes deeper than the interface.

Mission translated into tangible assets.

#### Let's build something impactful

[Book a meeting](https://pollenlabs.org/contact)

-   [](https://www.linkedin.com/company/pollen-labs-org/)
-   [](https://x.com/PollenLabs_)
-   [](https://www.instagram.com/pollen_labs/)
-   [](https://www.youtube.com/@Pollen_labs)

Laden Sie diese Datei als /index.md auf Ihren Server hoch, damit KI-Agenten auf eine saubere Version Ihrer Seite zugreifen können. Sie können auch die Accept: text/markdown-Inhaltsverhandlung konfigurieren, um sie automatisch auszuliefern.

Unsere Empfehlung

llms.txt herunterladen
# Pollen labs

> Building a better world through open-source & blockchain technology. We are a highly skilled and dedicated team, driven by our commitment to innovation and technology. With roots in the Ethereum Foundation, we unite expertise across diverse fields to create meaningful, real-world solutions.

## Documentation
- [FAQ](https://pollenlabs.org/faq/)

## Main
- [Home | Pollen labs : Design & Dev Studio for Mission-Driven Teams](https://pollenlabs.org/): Building a better world through open-source & blockchain technology. We are a highly skilled and dedicated team, driven…
- [About](https://pollenlabs.org/about/)
- [Work](https://pollenlabs.org/work/)

## Blog
- [Blog](https://pollenlabs.org/blog/)

## Support
- [Let's talk](https://pollenlabs.org/contact/)
- [Let's talk](https://pollenlabs.org/contact)
- [FAQ](https://pollenlabs.org/faq/)

Vollständige llms.txt erfordert eine domainweite Analyse (kommt bald)

Laden Sie diese Datei als https://pollenlabs.org/llms.txt im Stammverzeichnis Ihrer Domain hoch. KI-Agenten wie ChatGPT, Claude und Perplexity prüfen diese Datei, um Ihre Website-Struktur zu verstehen.

Diese Website hat bereits eine llms.txt-Datei.

Gültiges Format
# Pollen Labs

> Pollen Labs is a design-led product studio based in Montréal, Canada. We design and build digital products end to end — UX research, product strategy, frontend, backend, and mobile. Our work focuses on making complex systems legible and trustworthy: traceability infrastructure, impact verification tools, open-source public goods, and Web3 UX. We have deep roots in the Ethereum Foundation's Privacy & Scaling Explorations (PSE) team and have been building open-source products since 2023. We are a small, senior team — not an agency, not a consultancy. We ship working products and take ownership of decisions.

## Who we are
- **Studio type:** Design-led product studio
- **Founded:** 2023, spun out of the Ethereum Foundation's PSE team
- **Location:** Montreal, Quebec, Canada (EST) — working with clients globally
- **Co-founders:** Chiali Tsai (design lead, 16+ years experience) and Sebastien Dontigny (strategy)
- **Working language:** English and French
- **Open source:** Core commitment — we build in the open when the project allows

## What we do
- End-to-end product design and development (UX, frontend, backend, mobile)
- Traceability and trust systems for supply chains, impact organizations, and circular economy brands
- Web3 and blockchain UX — wallets, DAOs, zero-knowledge proof interfaces, onchain data dashboards
- Brand design and design sprints (2-week engagements)
- Open-source public goods for environmental and social impact

## How we work
- Engagements run 6–16 weeks for full builds; 2-week sprints available for focused scope (e.g. brand design)
- Async-first, time-zone flexible
- We don't hand off wireframes — we own the build start to finish
- Open to early-stage and undefined projects; we help shape the problem before solving it

## Pages
- [FAQ](https://pollenlabs.org/faq/)
- [Home](https://pollenlabs.org/)
- [About](https://pollenlabs.org/about/)
- [Contact](https://pollenlabs.org/contact/)
- [Work](https://pollenlabs.org/work/)
- [Blog](https://pollenlabs.org/blog/)

## Works

- [Enaleia Hub](https://pollenlabs.org/work/block-flow-enaleia-hub/): Supply-chain traceability infrastructure built on Ethereum for Enaleia, a Mediterranean ocean plastic recovery network. A lightweight system that turns real-world supply-chain actions into verifiable, tamper-proof blockchain records using Ethereum Attestation Service. Includes a cross-platform mobile app for field workers (fishers, recyclers, manufacturers) to log collections and transformations via QR codes, and a public-facing dashboard that renders the full material journey from ocean to product. Works offline in low-connectivity ports. Built with React Native, Expo, Directus, and EAS. Now being productized as a digital product passport service for circular economy brands and NGOs.

- [Reef.Regen](https://pollenlabs.org/work/reef-regen/): An open-source platform for coral restoration communities to share their work and track progress over time. Built with MesoReef DAO. Actions are recorded as attestations on the Ethereum blockchain (Optimism network, under 1 cent per transaction — paid by Pollen Labs as a public good). Includes a public map for discovery, step-by-step restoration submission forms, IPFS document storage, and species tracking. Released as free, open-source tools with support from the Optimism Collective. Built with Ethereum Attestation Service, Web3Auth, and Supabase.

- [Anon Aadhaar](https://pollenlabs.org/work/anon-aadhaar/): A zero-knowledge protocol mobile app that lets people prove they hold a valid Indian Aadhaar identity document while revealing only the minimum required information. Built for the Ethereum Foundation's PSE team. Design focused on making privacy-preserving cryptography accessible to developers, using culturally grounded Indian visual language — mudras, bold color, architectural motifs — to make the experience feel human rather than technical. Built with React Native and the Anon Aadhaar ZK protocol.

- [Impact Reef](https://pollenlabs.org/work/impact-reef/): A shared interface for measuring and recognizing impact across the Optimism ecosystem. Helps project builders, evaluators, and badgeholders align on what "impact" means, document evidence, and turn evaluations into a transparent, comparable track record. Designed with a "convenience with a nerdy spine" philosophy — lightweight and browsable on the surface, rigorous underneath. Built with Ethereum Attestation Service.

- [UniRep Social](https://pollenlabs.org/work/unirep-social/): One of the first social products to bring zero-knowledge proof technology into everyday interaction. A community app built on the UniRep protocol (Ethereum) where users post, comment, and vote using short-lived anonymous personas. Reputation exists but doesn't permanently identify users. Design emphasized a neutral, low-emotion interface to reduce social priming and tribal cues — community based on ideas, not identities.

- [HEADLINE](https://pollenlabs.org/work/headline/): A decentralized publishing platform built on Unlock Protocol, designed to help creators publish, monetize, and build community with stronger ownership. Explores token-gated access and onchain membership as an alternative to platform-controlled subscriptions. Built with Unlock Protocol, Ceramic Network, and Lit Protocol.

- [VoiceDeck](https://pollenlabs.org/work/voicedeck-retroactive-funding/): A platform empowering citizen-led impact journalism through retroactive funding. Built in partnership with the Next Billion Fellowship. Pollen Labs designed and developed both the VoiceDeck website and app (November 2023 – March 2024). Open-source public good.

## Core topics and expertise
- Product design, UX research, design systems, brand identity
- Traceability, supply chain transparency, digital product passports
- Circular economy, environmental data infrastructure, ocean plastic recovery
- Blockchain, Ethereum, Web3, zero-knowledge proofs, privacy-preserving systems
- Ethereum Attestation Service (EAS), Optimism, Arweave
- Open-source software, public goods
- Impact verification, NGO tooling, social and environmental good
- Decentralized publishing, creator tools, token-gated access

## Social & community
- GitHub: https://github.com/Pollen-labs
- Twitter/X: https://x.com/PollenLabs_
- LinkedIn: https://www.linkedin.com/company/pollen-labs-org/
- Discord: https://discord.gg/5B3jP2sgWS

## Blog

- [Community Link: Bridging the Digital Divide Through DePIN](https://pollenlabs.org/community-link-depin-wifi-mesh/): A research prototype exploring community-owned WiFi mesh networks using DePIN (Decentralized Physical Infrastructure Networks). Built on OpenWISP, pfSense, freeRadius, and Unlock Protocol to deliver sustainable, affordable internet access in underserved and rural areas. Explores token-gated connectivity and community ownership of network infrastructure.

- [Open Source & the Art of Giving Things Away](https://pollenlabs.org/open-source-the-art-of-giving-things-away/): A long-form piece on why Pollen Labs builds in the open — the philosophy behind open-source as a business model, what it costs, what it creates, and why it produces better software and more honest relationships.

- [Nightjar: Empowering Workers Rights with Anonymity](https://pollenlabs.org/nightjar-workers-rights-anonymity/): Research prototype using zero-knowledge proofs and UniRep to give workers a private, verifiable way to report workplace issues and organize without exposing their identity.

- [Ivy Network: A Decentralized Micro-Economy Workforce](https://pollenlabs.org/ivy-network-decentralized-research-workforce/): Research exploring decentralized workforce coordination using state channels, UniRep, and privacy-preserving economics for micro-task and gig work.

- [Channel 4: Reviving Content Discovery with Community](https://pollenlabs.org/channel-4-content-discovery/): A prototype reimagining content discovery through community curation and state channel economics, reducing dependence on algorithmic recommendation systems.

- [Daisy: Privacy-Preserving Platform for Information Transparency in Journalism](https://pollenlabs.org/daisy-privacy-preserving-journalism/): Research into anonymous, verifiable journalism tooling using Semaphore and UniRep — protecting sources while enabling accountability.

## Optional
- [Sitemap index](https://pollenlabs.org/sitemap_index.xml)

Zugänglichkeit

Inhalt ohne JavaScript verfügbar (100/100)

Content available without JavaScript

Inhalt erscheint früh im HTML (50/100)

Main content starts at 56% of HTML

Angemessene Seitengröße (100/100)

Page size: 77KB

KI-Auffindbarkeit

robots.txt erlaubt KI-Bots (100/100)

All major AI search bots allowed

Markdown for Agents Unterstützung (45/100) Application
✗ Accept: text/markdown ✓ .md URL ✓ <link> tag ✗ Link header YAML frontmatter (enriched)

Auffindbar, aber nicht verhandelbar: Ein Agent, der dein HTML liest, findet die .md-Version; einer, der die Seite direkt anfragt, bekommt weiterhin HTML. Auf Accept: text/markdown zu antworten deckt beides ab.

Hat sitemap.xml (100/100)

Sitemap found

Hat robots.txt-Datei (100/100)

robots.txt exists

Hat llms.txt-Datei (100/100)

llms.txt exists and is valid

Hat Content-Signal (robots.txt oder HTTP-Header) (60/100)
✓ robots.txt ✗ HTTP header ✗ Policy

Strukturierte Daten

Hat Schema.org / JSON-LD (100/100)

JSON-LD found: WebPage, ImageObject, BreadcrumbList, WebSite, Organization, WebPage

Hat Open-Graph-Tags (100/100)

All OG tags present

Hat Meta-Beschreibung (100/100)

Meta description: 291 chars

Hat kanonische URL (100/100)

Canonical URL present

Hat lang-Attribut (100/100)

lang="en-US"

Semantisches HTML

Korrekte Überschriftenhierarchie (70/100)

2 heading level skip(s)

Verwendet article- oder main-Element (100/100)

Has <main>

Verwendet semantische HTML-Elemente (37/100)

20 semantic elements, 158 divs (ratio: 11%)

Aussagekräftige Bild-Alt-Texte (88/100)

7/8 images with meaningful alt text (5 decorative, not counted)

Geringe div-Verschachtelungstiefe (100/100)

Avg div depth: 3.0, max: 12

Inhaltseffizienz

Gutes Token-Reduktionsverhältnis (100/100)

98% token reduction (HTML→Markdown)

Gutes Inhalt-zu-Rausch-Verhältnis (0/100)

Content ratio: 2.7% (2113 content chars / 79299 HTML bytes)

Angemessenes Seitengewicht (100/100)

HTML size: 77KB

Minimale Inline-Styles (100/100)

3/512 elements with inline styles (0.6%)

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  "markdown": "## Where Philosophy Meets Creativity\n\nWe believe great product design always starts with a philosophy.\n\n![](https://pollenlabs.org/wp-content/uploads/2026/03/Torn-paper-scaled.png)\n\n## We are Product Builders that Empower Organizations\n\nOur craftsmanship stands as a digital pillar of design thinking & innovative technologies orchestration.\n\nTrusted and Supported by\n\n [![Privacy and scaling exploration](https://pollenlabs.org/wp-content/uploads/2026/03/logo-pse.svg)](https://pse.dev/)[![Ethereum Foundation](https://pollenlabs.org/wp-content/uploads/2026/03/logo-ef.svg) ](https://ethereum.foundation/)[![NXBN](https://pollenlabs.org/wp-content/uploads/2026/03/logo-nxbn.svg) ](https://nxbn.ethereum.foundation/)[![Optimism](https://pollenlabs.org/wp-content/uploads/2026/03/logo-op.svg)](https://optimism.io/collective)\n\n![](https://pollenlabs.org/wp-content/uploads/2026/03/img-torn-paper-bottom.png)\n\n## From Ideas to Reality\n\nWe design and build user-friendly systems for mission-driven teams working with users who value transparency.\n\n## We Create Fluid Solutions that Prioritize Trust, Privacy, and Transparency.\n\nWe're more than a full-service studio, we're partners to those building systems that matter.\n\n### Product Design\n\nFrom discovery to delivery, we shape raw ideas into products that empower teams to excel and meet the needs of their users.\n\n### Solution Development\n\nGrounded in open-source principles, we passionately craft reliable, enduring solutions that reflect the original intention well.\n\n### Digital Presence\n\nBrands people follow. Identity, messaging, and experience crafted to tell a story that sticks.\n\n### Advisory\n\nDecisive product leadership, no fluff. We align teams, sharpen focus, and keep things moving.\n\n![The Thinker](https://pollenlabs.org/wp-content/uploads/2026/04/The-Thinker-2.png)\n\n## Why Partner with Pollen Labs\n\nLong-term thinking infused right from the start.\n\nSolutions that reflect the mission behind them.\n\nDesign thinking that goes deeper than the interface.\n\nMission translated into tangible assets.\n",
  "fullPageMarkdown": "Home | Pollen labs : Design & Dev Studio for Mission-Driven Teams                                        [Skip to content](https://pollenlabs.org/#content)\n\n[![](https://pollenlabs.org/wp-content/uploads/2023/09/full-logo-1.svg)](https://pollenlabs.org/)\n\n[Let's talk](https://pollenlabs.org/contact/)\n\n[![](https://pollenlabs.org/wp-content/uploads/2023/09/full-logo-1.svg)](https://pollenlabs.org/)\n\n[Let's talk](https://pollenlabs.org/contact)\n\n[](https://pollenlabs.org/#elementor-action%3Aaction%3Doff_canvas%3Aopen%26settings%3DeyJpZCI6IjQ0MmYwMzgiLCJkaXNwbGF5TW9kZSI6Im9wZW4ifQ%3D%3D)\n\n[](https://pollenlabs.org/#elementor-action%3Aaction%3Doff_canvas%3Aclose%26settings%3DeyJpZCI6IjQ0MmYwMzgiLCJkaXNwbGF5TW9kZSI6ImNsb3NlIn0%3D)\n\n-   [](https://www.linkedin.com/company/pollen-labs-org/)\n-   [](https://x.com/PollenLabs_)\n-   [](https://discord.gg/5B3jP2sgWS)\n-   [](https://github.com/Pollen-labs)\n-   [](https://www.youtube.com/@Pollen_labs)\n\n# Where Philosophy Meets Creativity\n\nWe believe great product design always starts with a philosophy.\n\n![](https://pollenlabs.org/wp-content/uploads/2026/03/Torn-paper-scaled.png)\n\n## We are Product Builders that Empower Organizations\n\nOur craftsmanship stands as a digital pillar of design thinking & innovative technologies orchestration.\n\nTrusted and Supported by\n\n [![Privacy and scaling exploration](https://pollenlabs.org/wp-content/uploads/2026/03/logo-pse.svg)](https://pse.dev/)[![Ethereum Foundation](https://pollenlabs.org/wp-content/uploads/2026/03/logo-ef.svg) ](https://ethereum.foundation/)[![NXBN](https://pollenlabs.org/wp-content/uploads/2026/03/logo-nxbn.svg) ](https://nxbn.ethereum.foundation/)[![Optimism](https://pollenlabs.org/wp-content/uploads/2026/03/logo-op.svg)](https://optimism.io/collective)\n\n![](https://pollenlabs.org/wp-content/uploads/2026/03/img-torn-paper-bottom.png)\n\n## From Ideas to Reality\n\nWe design and build user-friendly systems for mission-driven teams working with users who value transparency.\n\n-    [![Enaleia Hub](https://pollenlabs.org/wp-content/uploads/2026/03/Enaleia-hub-work-card-cover0.png)\n\n    ###### Enaleia HubSupply-Chain traceability built on Ethereum](https://pollenlabs.org/work/block-flow-enaleia-hub/)\n-    [![Reef.Regen](https://pollenlabs.org/wp-content/uploads/2026/04/Reef.Regn-16x9-cover.png)\n\n    ###### Reef.RegenCoral restoration written onchain](https://pollenlabs.org/work/reef-regen/)\n-    [![Anon Aadhaar](https://pollenlabs.org/wp-content/uploads/2026/04/workcard-Anon-Aadhaar-featured-scaled.png)\n\n    ###### Anon AadhaarBlending privacy into a vivid culture](https://pollenlabs.org/work/anon-aadhaar/)\n\n[See more](https://pollenlabs.org/work)\n\n## We Create Fluid Solutions that Prioritize Trust, Privacy, and Transparency.\n\nWe're more than a full-service studio, we're partners to those building systems that matter.\n\n### Product Design\n\nFrom discovery to delivery, we shape raw ideas into products that empower teams to excel and meet the needs of their users.\n\n### Solution Development\n\nGrounded in open-source principles, we passionately craft reliable, enduring solutions that reflect the original intention well.\n\n### Digital Presence\n\nBrands people follow. Identity, messaging, and experience crafted to tell a story that sticks.\n\n### Advisory\n\nDecisive product leadership, no fluff. We align teams, sharpen focus, and keep things moving.\n\n[Learn more](https://pollenlabs.org/about)\n\n![The Thinker](https://pollenlabs.org/wp-content/uploads/2026/04/The-Thinker-2.png)\n\n## Why Partner with Pollen Labs\n\nLong-term thinking infused right from the start.\n\nSolutions that reflect the mission behind them.\n\nDesign thinking that goes deeper than the interface.\n\nMission translated into tangible assets.\n\n#### Let's build something impactful\n\n[Book a meeting](https://pollenlabs.org/contact)\n\n-   [](https://www.linkedin.com/company/pollen-labs-org/)\n-   [](https://x.com/PollenLabs_)\n-   [](https://www.instagram.com/pollen_labs/)\n-   [](https://www.youtube.com/@Pollen_labs)\n",
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  "llmsTxtPreview": "# Pollen labs\n\n> Building a better world through open-source & blockchain technology. We are a highly skilled and dedicated team, driven by our commitment to innovation and technology. With roots in the Ethereum Foundation, we unite expertise across diverse fields to create meaningful, real-world solutions.\n\n## Documentation\n- [FAQ](https://pollenlabs.org/faq/)\n\n## Main\n- [Home | Pollen labs : Design & Dev Studio for Mission-Driven Teams](https://pollenlabs.org/): Building a better world through open-source & blockchain technology. We are a highly skilled and dedicated team, driven…\n- [About](https://pollenlabs.org/about/)\n- [Work](https://pollenlabs.org/work/)\n\n## Blog\n- [Blog](https://pollenlabs.org/blog/)\n\n## Support\n- [Let's talk](https://pollenlabs.org/contact/)\n- [Let's talk](https://pollenlabs.org/contact)\n- [FAQ](https://pollenlabs.org/faq/)\n\n",
  "llmsTxtExisting": "# Pollen Labs\n\n> Pollen Labs is a design-led product studio based in Montréal, Canada. We design and build digital products end to end — UX research, product strategy, frontend, backend, and mobile. Our work focuses on making complex systems legible and trustworthy: traceability infrastructure, impact verification tools, open-source public goods, and Web3 UX. We have deep roots in the Ethereum Foundation's Privacy & Scaling Explorations (PSE) team and have been building open-source products since 2023. We are a small, senior team — not an agency, not a consultancy. We ship working products and take ownership of decisions.\n\n## Who we are\n- **Studio type:** Design-led product studio\n- **Founded:** 2023, spun out of the Ethereum Foundation's PSE team\n- **Location:** Montreal, Quebec, Canada (EST) — working with clients globally\n- **Co-founders:** Chiali Tsai (design lead, 16+ years experience) and Sebastien Dontigny (strategy)\n- **Working language:** English and French\n- **Open source:** Core commitment — we build in the open when the project allows\n\n## What we do\n- End-to-end product design and development (UX, frontend, backend, mobile)\n- Traceability and trust systems for supply chains, impact organizations, and circular economy brands\n- Web3 and blockchain UX — wallets, DAOs, zero-knowledge proof interfaces, onchain data dashboards\n- Brand design and design sprints (2-week engagements)\n- Open-source public goods for environmental and social impact\n\n## How we work\n- Engagements run 6–16 weeks for full builds; 2-week sprints available for focused scope (e.g. brand design)\n- Async-first, time-zone flexible\n- We don't hand off wireframes — we own the build start to finish\n- Open to early-stage and undefined projects; we help shape the problem before solving it\n\n## Pages\n- [FAQ](https://pollenlabs.org/faq/)\n- [Home](https://pollenlabs.org/)\n- [About](https://pollenlabs.org/about/)\n- [Contact](https://pollenlabs.org/contact/)\n- [Work](https://pollenlabs.org/work/)\n- [Blog](https://pollenlabs.org/blog/)\n\n## Works\n\n- [Enaleia Hub](https://pollenlabs.org/work/block-flow-enaleia-hub/): Supply-chain traceability infrastructure built on Ethereum for Enaleia, a Mediterranean ocean plastic recovery network. A lightweight system that turns real-world supply-chain actions into verifiable, tamper-proof blockchain records using Ethereum Attestation Service. Includes a cross-platform mobile app for field workers (fishers, recyclers, manufacturers) to log collections and transformations via QR codes, and a public-facing dashboard that renders the full material journey from ocean to product. Works offline in low-connectivity ports. Built with React Native, Expo, Directus, and EAS. Now being productized as a digital product passport service for circular economy brands and NGOs.\n\n- [Reef.Regen](https://pollenlabs.org/work/reef-regen/): An open-source platform for coral restoration communities to share their work and track progress over time. Built with MesoReef DAO. Actions are recorded as attestations on the Ethereum blockchain (Optimism network, under 1 cent per transaction — paid by Pollen Labs as a public good). Includes a public map for discovery, step-by-step restoration submission forms, IPFS document storage, and species tracking. Released as free, open-source tools with support from the Optimism Collective. Built with Ethereum Attestation Service, Web3Auth, and Supabase.\n\n- [Anon Aadhaar](https://pollenlabs.org/work/anon-aadhaar/): A zero-knowledge protocol mobile app that lets people prove they hold a valid Indian Aadhaar identity document while revealing only the minimum required information. Built for the Ethereum Foundation's PSE team. Design focused on making privacy-preserving cryptography accessible to developers, using culturally grounded Indian visual language — mudras, bold color, architectural motifs — to make the experience feel human rather than technical. Built with React Native and the Anon Aadhaar ZK protocol.\n\n- [Impact Reef](https://pollenlabs.org/work/impact-reef/): A shared interface for measuring and recognizing impact across the Optimism ecosystem. Helps project builders, evaluators, and badgeholders align on what \"impact\" means, document evidence, and turn evaluations into a transparent, comparable track record. Designed with a \"convenience with a nerdy spine\" philosophy — lightweight and browsable on the surface, rigorous underneath. Built with Ethereum Attestation Service.\n\n- [UniRep Social](https://pollenlabs.org/work/unirep-social/): One of the first social products to bring zero-knowledge proof technology into everyday interaction. A community app built on the UniRep protocol (Ethereum) where users post, comment, and vote using short-lived anonymous personas. Reputation exists but doesn't permanently identify users. Design emphasized a neutral, low-emotion interface to reduce social priming and tribal cues — community based on ideas, not identities.\n\n- [HEADLINE](https://pollenlabs.org/work/headline/): A decentralized publishing platform built on Unlock Protocol, designed to help creators publish, monetize, and build community with stronger ownership. Explores token-gated access and onchain membership as an alternative to platform-controlled subscriptions. Built with Unlock Protocol, Ceramic Network, and Lit Protocol.\n\n- [VoiceDeck](https://pollenlabs.org/work/voicedeck-retroactive-funding/): A platform empowering citizen-led impact journalism through retroactive funding. Built in partnership with the Next Billion Fellowship. Pollen Labs designed and developed both the VoiceDeck website and app (November 2023 – March 2024). Open-source public good.\n\n## Core topics and expertise\n- Product design, UX research, design systems, brand identity\n- Traceability, supply chain transparency, digital product passports\n- Circular economy, environmental data infrastructure, ocean plastic recovery\n- Blockchain, Ethereum, Web3, zero-knowledge proofs, privacy-preserving systems\n- Ethereum Attestation Service (EAS), Optimism, Arweave\n- Open-source software, public goods\n- Impact verification, NGO tooling, social and environmental good\n- Decentralized publishing, creator tools, token-gated access\n\n## Social & community\n- GitHub: https://github.com/Pollen-labs\n- Twitter/X: https://x.com/PollenLabs_\n- LinkedIn: https://www.linkedin.com/company/pollen-labs-org/\n- Discord: https://discord.gg/5B3jP2sgWS\n\n## Blog\n\n- [Community Link: Bridging the Digital Divide Through DePIN](https://pollenlabs.org/community-link-depin-wifi-mesh/): A research prototype exploring community-owned WiFi mesh networks using DePIN (Decentralized Physical Infrastructure Networks). Built on OpenWISP, pfSense, freeRadius, and Unlock Protocol to deliver sustainable, affordable internet access in underserved and rural areas. Explores token-gated connectivity and community ownership of network infrastructure.\n\n- [Open Source & the Art of Giving Things Away](https://pollenlabs.org/open-source-the-art-of-giving-things-away/): A long-form piece on why Pollen Labs builds in the open — the philosophy behind open-source as a business model, what it costs, what it creates, and why it produces better software and more honest relationships.\n\n- [Nightjar: Empowering Workers Rights with Anonymity](https://pollenlabs.org/nightjar-workers-rights-anonymity/): Research prototype using zero-knowledge proofs and UniRep to give workers a private, verifiable way to report workplace issues and organize without exposing their identity.\n\n- [Ivy Network: A Decentralized Micro-Economy Workforce](https://pollenlabs.org/ivy-network-decentralized-research-workforce/): Research exploring decentralized workforce coordination using state channels, UniRep, and privacy-preserving economics for micro-task and gig work.\n\n- [Channel 4: Reviving Content Discovery with Community](https://pollenlabs.org/channel-4-content-discovery/): A prototype reimagining content discovery through community curation and state channel economics, reducing dependence on algorithmic recommendation systems.\n\n- [Daisy: Privacy-Preserving Platform for Information Transparency in Journalism](https://pollenlabs.org/daisy-privacy-preserving-journalism/): Research into anonymous, verifiable journalism tooling using Semaphore and UniRep — protecting sources while enabling accountability.\n\n## Optional\n- [Sitemap index](https://pollenlabs.org/sitemap_index.xml)",
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      "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>Home | Pollen labs : Design & Dev Studio for Mission-Driven Teams</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\">"
        }
      ]
    }
  ]
}

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