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Ai Discoverability Audit
See why AI systems skip, misunderstand or distrust your site
AI Discoverability Audit is free to use and shows how clearly AI systems can access, interpret, and trust your website. Run a free audit for sites up to 100 pages, get a saved report with scores across Access, Clarity, Structure, and Trust, plus advanced readouts for prompt visibility, citation and recommendation readiness, comparison style queries, and priority fixes before deeper implementation.
Hi Product Hunt, I built AI Discoverability Audit because a lot of strong websites are still hard for AI systems to access, interpret, and trust.
Most teams look at SEO, traffic, and rankings, but that still doesn’t answer a newer question: “Can ChatGPT, Google AI, Perplexity, and similar systems actually understand what this site does well enough to surface it?”
This product is a free audit tool that checks four core dimensions:
– Access
– Clarity
– Structure
– Trust
The goal is simple: give teams a fast way to see where their site is likely being skipped, misunderstood, or treated as low-confidence in AI-driven discovery.
Right now the product is focused on:
– public websites
– audits up to 100 pages
– a saved report with prioritized findings
– a clear next step if deeper implementation is needed
I’d especially love feedback on three things:
1. Does the problem feel real and relevant?
2. Does the audit output feel clear enough to act on?
3. What would make this more useful for your team?
Thanks for checking it out, happy to answer everything openly.
About Ai Discoverability Audit on Product Hunt
“See why AI systems skip, misunderstand or distrust your site”
Ai Discoverability Audit was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #160 on the daily leaderboard. AI Discoverability Audit is free to use and shows how clearly AI systems can access, interpret, and trust your website. Run a free audit for sites up to 100 pages, get a saved report with scores across Access, Clarity, Structure, and Trust, plus advanced readouts for prompt visibility, citation and recommendation readiness, comparison style queries, and priority fixes before deeper implementation.
On the analytics side, Ai Discoverability Audit competes within Marketing, SEO and Developer Tools — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Ai Discoverability Audit performed against the three products that launched closest to it on the same day.
Who hunted Ai Discoverability Audit?
Ai Discoverability Audit was hunted by Matt Godinic. 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 Ai Discoverability Audit including community comment highlights and product details, visit the product overview.
Matt Godinic