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Cited
See if AI search recommends you — or your competitor
Ask ChatGPT or Perplexity "what's the best CRM?" and you get one answer — a short list of names. If you're not in it, that buyer never finds you. Cited runs your buyers' real questions across Perplexity + Google AI Overview and shows exactly where you stand. Free.
Hi PH 👋
I built Cited because I kept watching buyers ask AI "what's the best tool for X?" instead of Googling — and getting back one short list of names. If your product isn't in that list, you're invisible, and there's no page 2 to climb.
Cited runs the real questions your buyers ask in your category against Perplexity and Google AI Overview, then shows you exactly where you're named (or not), who wins instead, and the sources the AI reads from. The diagnostic is free, no account.
To prove it isn't hand-wavy, I ran 84 buyer questions across 14 SaaS categories first — the top 3 brands take ~68% of every AI recommendation, most brands never appear: https://willylam2222-bot.github....
Would genuinely love feedback on the positioning and what engines/categories you'd want next. Roast it.
About Cited on Product Hunt
“See if AI search recommends you — or your competitor”
Cited was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #158 on the daily leaderboard. Ask ChatGPT or Perplexity "what's the best CRM?" and you get one answer — a short list of names. If you're not in it, that buyer never finds you. Cited runs your buyers' real questions across Perplexity + Google AI Overview and shows exactly where you stand. Free.
On the analytics side, Cited competes within SEO, SaaS, Artificial Intelligence and GitHub — topics that collectively have 598.2k followers on Product Hunt. The dashboard above tracks how Cited performed against the three products that launched closest to it on the same day.
Who hunted Cited?
Cited was hunted by Will. 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 Cited including community comment highlights and product details, visit the product overview.
Will