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AI Content Visibility Grader
See how an AI Agent sees your Website
The AI Content Visibility Grader reveals the gap between what your readers see and what an AI agent actually reads when it cites your page. Paste any URL: it fetches the raw HTML an AI agent reads for citation, renders the full page a human sees, and highlights what falls through the gap. It simulates a ChatGPT-User fetch, checks your JSON-LD and structured data, and lets you export a shareable report, so you can make your content visible to AI, not just people.
Hey Product Hunt! 👋
We built the AI Content Visibility Grader after realizing a frustrating truth: the page your readers see and the page an AI agent actually reads when it decides whether to cite you are often two very different things. So much valuable content lives in JavaScript-rendered elements, images, or unstructured markup that an AI crawler simply never sees, which means great pages get skipped when tools like ChatGPT pull citations.
The problem we set out to solve was visibility: how do you know what an AI agent takes away from your page? Our tool lets you paste any URL, fetches the raw HTML an AI agent reads, renders the full human-facing page, and highlights exactly what falls through the gap. It simulates a ChatGPT-User fetch, checks your JSON-LD and structured data, and lets you export a shareable report.
Our approach evolved a lot along the way. We started focused just on raw HTML diffs, but quickly learned that structured data and citation-readiness mattered just as much, so we built those checks in too.
We'd love your feedback and any ideas for what to add next!
About AI Content Visibility Grader on Product Hunt
“See how an AI Agent sees your Website”
AI Content Visibility Grader was submitted on Product Hunt and earned 17 upvotes and 18 comments, placing #37 on the daily leaderboard. The AI Content Visibility Grader reveals the gap between what your readers see and what an AI agent actually reads when it cites your page. Paste any URL: it fetches the raw HTML an AI agent reads for citation, renders the full page a human sees, and highlights what falls through the gap. It simulates a ChatGPT-User fetch, checks your JSON-LD and structured data, and lets you export a shareable report, so you can make your content visible to AI, not just people.
On the analytics side, AI Content Visibility Grader competes within Marketing, SEO and Artificial Intelligence — topics that collectively have 978.4k followers on Product Hunt. The dashboard above tracks how AI Content Visibility Grader performed against the three products that launched closest to it on the same day.
Who hunted AI Content Visibility Grader?
AI Content Visibility Grader was hunted by Harmeet Singh. 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 Content Visibility Grader including community comment highlights and product details, visit the product overview.
Harmeet Singh