The 15 pages ChatGPT reads before it recommends anyone in your category — and you're on none of them.
Give a brand and a category. We ask the same buying questions a real customer would, rank every source the AI models actually cite, and send you the receipt — in a Telegram chat, not a dashboard.
- 01reddit.com/r/Dentistry — one thread carries 8 of it13×
- 02planetdds.com11×
- 03revupdental.com10×
- 04titanwebagency.com9×
- 05layer3labs.com9×
- 06nexhealth.com9×
- 07curvedental.com — a competitor’s own blog8×
- 08overjet.com8×
- 09techradar.com8×
- 10g2.com6×
- 11dentrix.com — a competitor’s own domain, cited directly5×
Reproduced twice, minutes apart — same URLs, same order both times.
Run it again. You get the same fifteen URLs.
A category's source landscape is stable, not a random sample: ten differently-worded buyer questions converge on the same domains, in the same order, every time we run it. That is the entire trust argument — not a methodology page, a rerun. Every row in your map is checkable: ask the same question yourself and see if the source comes back.
Three of your competitors already did the thing that gets cited.
- 01
Publish your own category roundup. In dental practice software, Curve Dental's own blog is cited in 8 of 10 answers, Planet DDS in 11, NexHealth in 9 — vendors citing themselves as the authority. Zero platform risk, no gatekeeper, and your map shows you exactly which page to write.
- 02
Find the one thread doing most of the work. A single Reddit thread carries 8 of 15 answers in both dental and HVAC. Your map names it — a nameable, addressable target instead of "be active on Reddit."
- 03
See what it takes to out-cite the market leader. In one run, a small vendor publishing two roundup pages was cited 17× — more than the category leader's own site at 5×. You don't need their budget. You need two well-made pages on your own domain.
Give us a brand and a category. Get the map back in a chat.
Free teaser first · $49 for the full map, sources and all