Brand readout
How engines describe strengths, weaknesses, comparisons.
By team
Comms teams need to know when engines mischaracterize the brand — MentionX stores exact answers for review and response planning.
Why it matters
Outcomes
Platform
How engines describe strengths, weaknesses, comparisons.
Share of voice on category questions.
Which sources shape descriptions.
Evidence first
Stored engine answers before scores. No fabricated query volumes. Published methodology.