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Cited
AI search visibility for B2B SaaS. Track, fix, win.
Your buyers now evaluate and shortlist software by asking ChatGPT and Claude. Cited tracks who AI recommends across your buyers' intent prompts, shows why competitors win the answer in your category, and drafts editable content fixes to close each gap. Auto-runs weekly, re-runs on demand: see your brand visibility and AI sentiment trend after every fix. Built for B2B software businesses. Stay cited, win customers.
A decade as a B2B product marketer taught me one job: know how your buyer evaluates, and win that evaluation. I had a tool for every inch of it - competitive intel, battlecards and search analytics.
Then my own buying broke the playbook. Ten open tabs and peer pings collapsed into one ChatGPT conversation. At first, I double-checked its recommendations. Then I stopped. That ask-AI-first reflex now forms my initial shortlist for almost every tool I use
The B2B buying journey is transitioning to AI : discovery, renewals, expansion, the mid-deal gut-check. AI is a full-time analyst sitting in every stage of your funnel, endorsing somebody — and the buyer never tells you the evaluation happened.
The entire marketing stack is blind to it: no tool shows you how AI evaluates your brand, who it endorses instead or whether you own the category conversations your buyers are having. Nowhere is the leverage higher than B2B software, where the answer IS the shortlist.
So I built Cited: AI search visibility and competitive intelligence for B2B software marketers, brand marketers, PMMs and founders. Built to track and close the loop, not just report a score.
🔍 Track who ChatGPT and Claude recommend for your buyers' intent prompts, week on week and who they ignore 🧠 Diagnose why: the exact evidence gaps (use case, persona, pricing and more), traced to what a model actually said ✍️ Fix the gaps with drafted content inside the product. One click. 🔁 Iterate: verify what moved after you ship, and get alerted when a competitor takes your spot
Most tools stop at monitoring generic AI mentions. That's a scoreboard, not a workflow.
🎁 Launch week: 2 full audits free, no credit card needed. Launch pricing with 20% off applied automatically at checkout.
Run a free audit on your own category, see who AI endorses, and close the gaps. I built and shipped this myself - I'll be here all day, and any questions are most welcome.
Optimize brand visibility. Win AI search recommendations. Stay cited. 🫡
Really useful angle on tracking AI-driven buyer research. One concrete addition that would help: let me see the exact prompt wording the tracker uses to query ChatGPT and Claude, and let me tweak it. Right now I'm guessing whether my product description or my category framing is what triggered a competitor mention, and being able to edit the evaluation prompts would make the gap analysis way more trustworthy for my team.
Took it for a quick spin and noticed Cited flagged two prompts where a competitor was being cited over us, then handed back a pretty solid draft fix I could actually hand to our content team. The weekly trend view made it easy to see whether the changes were moving the needle without drowning me in dashboards.
Really useful concept. One thing I'd love to see is a way to share a single "why we lost this prompt" finding directly with a content writer as a ready-made brief with target keywords, competitor examples, and the source citations to beat all in one click. That would close the loop from insight to actual page update way faster.
About Cited on Product Hunt
“AI search visibility for B2B SaaS. Track, fix, win.”
Cited was submitted on Product Hunt and earned 7 upvotes and 7 comments, placing #118 on the daily leaderboard. Your buyers now evaluate and shortlist software by asking ChatGPT and Claude. Cited tracks who AI recommends across your buyers' intent prompts, shows why competitors win the answer in your category, and drafts editable content fixes to close each gap. Auto-runs weekly, re-runs on demand: see your brand visibility and AI sentiment trend after every fix. Built for B2B software businesses. Stay cited, win customers.
Cited was featured in Marketing (466k followers), SEO (37.9k followers) and Artificial Intelligence (473.8k followers) on Product Hunt. Together, these topics include over 193.3k products, making this a competitive space to launch in.
Who hunted Cited?
Cited was hunted by Parth. 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 Cited stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Parth
Hey Product Hunt 👋 I'm Parth.
A decade as a B2B product marketer taught me one job: know how your buyer evaluates, and win that evaluation. I had a tool for every inch of it - competitive intel, battlecards and search analytics.
Then my own buying broke the playbook. Ten open tabs and peer pings collapsed into one ChatGPT conversation. At first, I double-checked its recommendations. Then I stopped. That ask-AI-first reflex now forms my initial shortlist for almost every tool I use
The B2B buying journey is transitioning to AI : discovery, renewals, expansion, the mid-deal gut-check. AI is a full-time analyst sitting in every stage of your funnel, endorsing somebody — and the buyer never tells you the evaluation happened.
The entire marketing stack is blind to it: no tool shows you how AI evaluates your brand, who it endorses instead or whether you own the category conversations your buyers are having. Nowhere is the leverage higher than B2B software, where the answer IS the shortlist.
So I built Cited: AI search visibility and competitive intelligence for B2B software marketers, brand marketers, PMMs and founders. Built to track and close the loop, not just report a score.
🔍 Track who ChatGPT and Claude recommend for your buyers' intent prompts, week on week and who they ignore
🧠 Diagnose why: the exact evidence gaps (use case, persona, pricing and more), traced to what a model actually said
✍️ Fix the gaps with drafted content inside the product. One click.
🔁 Iterate: verify what moved after you ship, and get alerted when a competitor takes your spot
Most tools stop at monitoring generic AI mentions. That's a scoreboard, not a workflow.
🎁 Launch week: 2 full audits free, no credit card needed. Launch pricing with 20% off applied automatically at checkout.
Interactive demo : https://www.citedintel.com/demo
Run a free audit on your own category, see who AI endorses, and close the gaps. I built and shipped this myself - I'll be here all day, and any questions are most welcome.
Optimize brand visibility. Win AI search recommendations. Stay cited. 🫡