Home / Case studies
Real evaluationsRaw dataDated
Evaluation case studies of indie products,
with raw data
We're starting with two real evaluations, published as-is. Every future case study will have the developer's consent and include raw Search Console and GA4 data with dates, including the weeks that got worse.
GammaSlidePro
0/21
Mentions in Claude's answers
Crawlers see only 314 characters on its homepage, and 21 AI answers never mentioned it once
Japan · United States · 2026-10-26View report →
MochiStampBasic
0/3
Mentions in Claude's answers (Basic)
AI cites Japanese tutorial blogs, yet the site has no Japanese tutorial page
Japan · Taiwan · 2026-10-22View report →
Next
The next case study could be your product
Start with Basic for $1 to see where you're stuck. Want the how-to? Pay the $18 difference to upgrade to Pro. If you're willing to share your numbers afterward, we'll write it up as a case study together.
Start an evaluation →Every case study follows four rules
01Named, or anonymous with permission
Only with the consent of the product and its maker; anonymous ones must still be real.
02Raw data and dates
The original evaluation report and the Search Console and GA4 numbers, all dated.
03Declines included
We don't pick only the good numbers; when they drop, we explain why.
04No revenue figures
Only traffic, sign-ups, and number of paid orders.