Illustrative client review
Robot vacuums · Norway
- Answers
- 132
- Days
- 30
- Engines
- 3
Verdict
31.8%
The client is named in 31.8% of tracked answers. Visibility is strongest in ChatGPT and weakest in Copilot.
Evidence
- ChatGPT54.2%
- Gemini32.8%
- Copilot8.4%
The gap is engine-specific, not one site-wide verdict.
Work
Address the Copilot comparison gap.
Prioritize the questions where Copilot names two competitors and retrieves independent buying guides where the client has no presence.
Measure again after the work ships and compare the same category and engine.