Know exactly why you were cited — or skipped
Trace each mention to the query and content that produced it, and surface the gaps holding you back.
Go beyond "you were mentioned". See the exact prompt, source and reason an engine chose you — or a rival.
- Pinpoint the exact prompt that is costing you the sale
- See precisely why a rival wins the answer instead of you
- Hand writers a ranked, plain-English fix list
Citation path analysis
For every mention we show the prompt, the source the engine trusted, and the claim it lifted — so nothing is a black box.
Gap detection
We compare your coverage against competitors on each query and rank the gaps that cost you the most visibility.
Severity-ranked issues
Problems are sorted by impact, not volume, so you fix what moves the number first.
How diagnosis works
We score every mention across five dimensions and turn the weakest into a plain-English action list.
- 01
Trace the mention
Open any mention to see the prompt, the cited source and the reason it was picked.
- 02
Score the dimensions
Technical, content, authority, presence and sentiment are graded from observed behaviour.
- 03
Surface root cause
The lowest dimension becomes a ranked, human-readable fix you can hand to a writer.
Explore
Free diagnosis for one brand.
Run one free check to see exactly how AI talks about your brand.
Send us the question your brand should own — eight engines answer on the spot, with actionable optimization steps.
one prompt · eight engines · thirty minutes