Customers
Teams that changed the answer
Every story here starts the same way: someone read what an assistant said about them and decided it wasn't good enough.
- 1,800+
- Brands tracked
- 62
- Countries covered
- 9
- Assistants monitored
- 6 wks
- Median time to lift
Rewriting a category description the models got wrong
Assistants were placing Meridian in the wrong tier of its category. Fixing four comparison pages moved the description within a month.
Read the story+21 pts
Answer share
Meridian
3.4×
Citations
From invisible product pages to cited shopping answers
Adding structured attributes and a real FAQ block to 200 PDPs made them quotable for the first time.
Ovata Enterprise9
Markets unified
One visibility number across nine markets
Separate prompt sets per region, rolled into a single portfolio view for quarterly board reporting.
Northwind Agency4 hrs
Saved per client
Turning AEO into a retained service line
Scheduled white-label reporting replaced a manual deck for every client in the book.
Halcyon Healthcare6 days
To correction
Correcting a factual claim assistants kept repeating
Source attribution traced a wrong claim to a single outdated third-party page.
Brightloom Financial services2.9×
Content efficiency
Finding demand no keyword tool showed
Prompt clusters revealed a set of questions with real volume and no competing coverage.
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