Answers as metrics
AI responses are no longer a black box. Brand mentions, citation sources, competitor presence — all quantified, all comparable.
When customers ask AI, is your brand in the answer?
ChatGPT, Perplexity, Copilot, Google AI Overviews — cited or omitted, no middle ground. GEO turns this into a measurable metric.

AI responses are no longer a black box. Brand mentions, citation sources, competitor presence — all quantified, all comparable.
Same prompts, same market, same cadence, every week. Trends you can trust, anomalies you can catch — manual checking can't do this.
Not just whether you're mentioned, but which websites AI cites. Where to place content — the data tells you.
Cross-reference SERP rankings with AI citations under one account. Both tracks of visibility, one report.
You monitor AI answers from your target market, not a blurred mix of regions.
Five metrics, one health report for your brand in the AI world:
Percentage of category answers mentioning you
Positive, neutral or negative, per engine
Your frequency relative to each competitor
The exact websites AI draws from
How stable your presence is
Five steps, one round per week:
Next round verifies what your actions changed.


One account, combined as needed.
A SaaS brand tracks 200 prompts, producing share-of-voice and competitor comparisons monthly
Monitor AI answers after launch; verify perception, not just traffic
Baseline + quarterly re-tests, delivered as a paid service with content recommendations
Analyze which sites AI cites repeatedly; target those placements with content
Spot outdated descriptions across engines, locate sources, fix, re-verify
Public, non-login surfaces only. Platform terms respected, responsible frequencies. Generated answers are opinion signals — cross-validate before deciding.

SEO competes for rankings; GEO competes for citations. The measure shifts from position to mentions, citations and share of voice.
Yes. AI engines generate answers on public web pages that can be queried programmatically. Fixed prompts + consistent geography = a measurable dataset.
50–100 per product line to start, across major engines and core markets.
No. Samples too small, frequencies unstable, regions mixed — you get anecdotes, not data.
Yes. Unmentioned = content gap. Cited sources = placement targets. Competitors present = battle lines.