This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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AIWebSignals
See what AI systems can access—and what they request.
AIWebSignals shows website operators what AI crawlers can see publicly—and, when connected, what they actually request. Start with a free readiness scan, then add owner-authorized first-party traffic evidence to separate policy, reachability, observed machine requests, inferred journeys, and revenue signals. No account is required for the free scan.
I built AIWebSignals because I kept running into the same measurement problem: website owners can see what their robots.txt and public configuration say, but that doesn’t tell them which AI systems actually reached the site or what they requested.
AIWebSignals starts with a free public readiness scan, then lets operators connect first-party request evidence when they need real traffic visibility. The goal is to keep policy, public accessibility, observed requests, inferred journeys, and revenue signals separate instead of collapsing everything into a vague “AI visibility” score.
I’d especially value feedback from developers, SEO teams, site operators, and anyone already seeing AI crawler traffic in production.
About AIWebSignals on Product Hunt
“See what AI systems can access—and what they request.”
AIWebSignals was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #147 on the daily leaderboard. AIWebSignals shows website operators what AI crawlers can see publicly—and, when connected, what they actually request. Start with a free readiness scan, then add owner-authorized first-party traffic evidence to separate policy, reachability, observed machine requests, inferred journeys, and revenue signals. No account is required for the free scan.
On the analytics side, AIWebSignals competes within Analytics, Developer Tools and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how AIWebSignals performed against the three products that launched closest to it on the same day.
Who hunted AIWebSignals?
AIWebSignals was hunted by Keyan Shokraie. 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 AIWebSignals including community comment highlights and product details, visit the product overview.
Keyan Shokraie