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CiteGraph
Get your product mentioned and cited by AI assistants.
AI is recommending your competitors to your buyers right now. CiteGraph asks ChatGPT, Claude, Gemini and Perplexity your buyers' real questions, shows who gets named instead of you and which pages they cite, and provides you the fixes that wins each answer back. Real answers, error bars, no guesswork.
Hi Product Hunt, I'm AK, solo founder of CiteGraph.
I built this because I kept asking ChatGPT the questions my own buyers ask, and it kept recommending other tools. Not because they were better, but because the pages the engines trust had never heard of me. I wanted to know exactly which questions I was losing, to whom, and what page or sentence would change that. No tool told me, so I made one.
CiteGraph asks ChatGPT, Claude, Gemini and Perplexity the questions your buyers actually type, written from your own site, three to five times each, every week. It keeps every answer verbatim, marks who was named and which pages were cited, and prints a margin of error on every rate, because the same question asked twice gives two different answers and a single screenshot proves nothing. For every question you lose, it shows the answer the engine gave, why the rival won, and the one sentence that would have put you in. Then it puts the fixes in order and drafts them.
Some things I learned from the 5,000 plus answers we have measured so far. Reddit is cited in every single scan. Products are named in about 5 percent of answers about their own category. And the four engines disagree with each other far more than anyone expects, so tracking one of them tells you very little.
The honest part: CiteGraph itself is named in 0 percent of answers in its own category. We publish that on our public leaderboard, and this launch is part of fixing it.
I'll be here all day. Ask me anything about how the measurement works, what we deliberately refuse to do, or what your own numbers look like. Drop your domain and I'll tell you who AI names instead of you.
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About CiteGraph on Product Hunt
“Get your product mentioned and cited by AI assistants.”
CiteGraph was submitted on Product Hunt and earned 12 upvotes and 1 comments, placing #27 on the daily leaderboard. AI is recommending your competitors to your buyers right now. CiteGraph asks ChatGPT, Claude, Gemini and Perplexity your buyers' real questions, shows who gets named instead of you and which pages they cite, and provides you the fixes that wins each answer back. Real answers, error bars, no guesswork.
CiteGraph was featured in Analytics (173.6k followers), SEO (38.1k followers) and Artificial Intelligence (478.1k followers) on Product Hunt. Together, these topics include over 146.7k products, making this a competitive space to launch in.
Who hunted CiteGraph?
CiteGraph was hunted by Asif Kabir. 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.
Want to see how CiteGraph stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Asif Kabir