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Answer Engine Insights

See exactly how every AI describes you

For each buyer question, Aurvikon records how ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews answer — how they describe you, the sentiment, your position, and who they name instead. The raw truth of your AI presence, question by question.

Real answers, captured verbatimSentiment + position per promptRefreshed on every scan
aurvikon · live scan
Illustrative
Buyer prompt
“Best [your category] for [buyer need]?”
AI answer — top picks
1[Your brand]cited
2Competitor A
3Competitor B
Sources:docs.sitereview.ionews.co

The answer is a black box — until you open it

You can guess how a model talks about you, or you can read it. Every prompt is a different story across six engines, and a single manual check tells you nothing about the pattern, the sentiment or the trend.

Different answer, every engine
ChatGPT praises you, Gemini forgets you, Perplexity cites a competitor — and no one's watching all six at once.
Sentiment you can't feel
Being mentioned isn't enough. Are you the safe default, a cautious 'also consider', or an afterthought?
Position you can't see
First named wins the buyer. Whether you're first, fifth or absent is invisible without capture.

Every answer, read and scored for you

Verbatim capture
See the actual answer each engine gives for each prompt — not a paraphrase, the real text your buyer would read.
Sentiment & position
Every mention is scored for sentiment and where you land in the answer, so you know if you're the pick or the afterthought.
Who's named instead
When the model recommends someone else, you see exactly who — the competitor that just won a buyer you never met.
Per-prompt, at scale
Your whole prompt set, across every engine, on a schedule — the pattern, not a lucky screenshot.
How it works
01
Detect your prompts
Aurvikon builds the set of real buyer questions for your category automatically.
02
Ask every engine
Each prompt runs across all enabled engines and the answers are captured and scored.
03
Read the pattern
Filter by engine, sentiment or position to see exactly where you stand and where to act.
What's inside
Coverage across ChatGPT, Claude, Gemini, Perplexity, Google AI Overview, Copilot
Verbatim answer capture per prompt
Sentiment scoring on every mention
Position / order-of-mention tracking
Competitor co-mention detection

Questions, answered honestly

Are these real model answers?
Yes. Aurvikon records the actual answers the engines return for your prompts — the same text a buyer asking that question would see.
How often is it refreshed?
On every scan. You can run scans on demand and on a schedule, so you track how the answer changes over time.
Can I see which engine said what?
Yes — every result is attributed to the specific engine, so you can spot an engine where you're strong and one where you're missing.
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Read your AI answers, verbatim

Run a free brand check and see how every engine describes you, prompt by prompt.