Observed arrival · 2026-09-27
Keoph’s case against one-run AI visibility scores
Keoph is recruiting design partners for experiments that test whether changes to groups of web pages affect their appearance in AI-generated answers.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Developer-tool companies testing AI visibility
- Worth noticing
- The page cites same-day source overlap of 23–51% between runs of one prompt, attributed to a linked April 2026 paper.
Field notes
The landing page positions the project as a measurement pilot rather than a conventional rank tracker. Its described workflow combines per-page reports from Google and Bing with repeated sampling, then reports an effect interval that may be inconclusive. The page links to a method and cites a paper for its source-overlap figure; the homepage itself does not show completed experiment results.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
◎NicheUnusually specific use
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