Platform · Observability
See exactly how AI answers your category.
Answer Engine Insights is the observability layer of the platform. Track your visibility, competitive rank, citation share, and sentiment across every major AI surface, then drill into the exact prompts and outputs behind every move.
Tracked across every major engine
Product surface
Insights command center
Your visibility per surface, rank, and the category benchmark in one view. The brands AI mentions, and exactly where you fall in the order.
Answer Engine Insights
LiveAI visibility rank
#4
Citation share
38%
Favorability
+4.8
Category ranking
Owning the answer
Cited first in 6 of 8 priority prompts.
What you can see
Every metric that decides whether AI recommends you.
Not a single vanity score. A decomposed, per-surface picture of where you stand and what is moving it.
Visibility per surface
See exactly where your brand appears on each answer engine, and where it does not, instead of guessing from a single blended score.
Competitive rank
Track your position against every named competitor for the prompts that decide your category, cycle over cycle.
Citation share
Measure which sources models actually cite when they answer about you, and how much of that share is yours.
Sentiment & favorability
Quantify how favorably each model describes you, and catch tone shifts before they harden into the default answer.
Agent analytics
Decompose every score into the brand facts, perceptions, and head-to-head signals driving it, so you know exactly what to fix before the wrong answer hardens.
Movement alerts
Get alerted the moment your rank, citation share, or sentiment moves on a surface that matters, with the exact prompt that caused it.
The intelligence layer
Your ranking against every competitor, every model, every cycle.
Visibility, ranking, citation, and sentiment, decomposed per surface. A stalled launch or a slipping comparison shows up as a number you can act on now, not a surprise six months later.
Citation detail
Insights dashboard
Citation share and sentiment, per surface, beside the rank movement above. See which sources AI trusts about you, and how much of that trust is yours.
Answer Engine Insights
LiveCitation share
38%
Favorability
+4.8
Surfaces
7
Category ranking
Owning the answer
Cited first in 6 of 8 priority prompts.
FAQ
Answer Engine Insights, answered.
Every surface where your category gets decided. ChatGPT, Claude, Gemini, Perplexity, Microsoft Copilot, Meta AI, and Google AI Overviews and AI Mode, with new engines added as they reach real query volume. Your coverage follows your buyers instead of lagging them.
Because every number is decomposed and benchmarked. We run the prompts your buyers actually ask, then score whether you appear, where you rank, which sources get cited, and how favorably you are described, each against your category. Open any score and you see the exact prompts and model outputs underneath it, so nothing is a black box you have to take on faith.
Traditional trackers report a position in a list of links. Answer Engine Insights reports whether you are inside the answer itself, how the model frames you against rivals, and which citations it leans on, because in AI search the answer is the result, not the list beneath it.
Yes. Every score decomposes into the underlying prompts, agent perceptions, and head-to-head outputs. You drill from a category-level slip down to the exact prompt and model response that moved it, see who got cited instead of you, and route it straight into Agent Brand Governance to fix.