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AccessLens
AI powered web accessibility auditor with suggestions
AccessLens scans any website for WCAG 2.1 accessibility violations and uses AI to generate plain-English explanations and exact before/after code fixes for every issue found. Most tools tell you something is broken. AccessLens tells you why it matters for disabled users and exactly what to change. Free and open source. No signup required. Paste a URL, get results in seconds. Built with Python, FastAPI, Playwright, axe-core, and Groq AI.
Hey Product Hunt! 👋
I built AccessLens because existing accessibility tools like Lighthouse catch only ~30% of issues and stop there — they tell you something is wrong but not how to fix it.
AccessLens goes further. For every violation it finds, an AI model generates:
- A plain-English explanation of who is affected and why
- A before/after code example showing the exact fix
I tested it on major Australian websites and found real violations on the ABC, University of Sydney, and the Department of Health organisations that had no idea these barriers existed for their disabled users.
Would love your feedback — especially from anyone working in accessibility or inclusive design. What would make this more useful for you?
GitHub: https://github.com/annarose14/ac...
About AccessLens on Product Hunt
“AI powered web accessibility auditor with suggestions”
AccessLens was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #59 on the daily leaderboard. AccessLens scans any website for WCAG 2.1 accessibility violations and uses AI to generate plain-English explanations and exact before/after code fixes for every issue found. Most tools tell you something is broken. AccessLens tells you why it matters for disabled users and exactly what to change. Free and open source. No signup required. Paste a URL, get results in seconds. Built with Python, FastAPI, Playwright, axe-core, and Groq AI.
On the analytics side, AccessLens competes within Open Source, Developer Tools, Artificial Intelligence, GitHub and Vercel Day — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AccessLens performed against the three products that launched closest to it on the same day.
Who hunted AccessLens?
AccessLens was hunted by Anna Rose. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AccessLens including community comment highlights and product details, visit the product overview.
Anna Rose