Case studies

Real engagements. Real numbers.

Every case study below is a 90-day teardown of an actual engagement — what we shipped each week, which prompts moved, which models picked it up first. The math, the timeline, and the founder voice. No filler.

SaaS discovery & comparison

How a SaaS discovery platform took back its category from AI search

A platform serving 100K+ monthly software buyers found out ChatGPT was recommending five comparison sites for every category query — and they weren't one of them. 90 days later, +34 visibility points across six AI models.

Read the 90-day teardown
+34pts

AI visibility

18/18

prompts won

7

new citations

90days

start to result

More teardowns ship every quarter.

We publish a new 90-day teardown each quarter from a recent engagement. Subscribe to The brief to get them in your inbox.