Two layers
01Readiness vs actual visibility
- Instant readiness (this tool): entity, offer, extractability, evidence, trust, comparison, schema, crawl eligibility.
- Actual visibility (Snapshot / Agent monitoring): defined prompts, platform, date, mentions, citations, competitors.
Dimension weights
02Seven AI visibility pillars
| Dimension | Weight |
|---|---|
| Brand & entity clarity | 15% |
| Product / service clarity | 12% |
| Answer-first structure | 15% |
| Evidence & examples | 12% |
| Author & company trust | 12% |
| Comparison / alternatives coverage | 10% |
| Structured data alignment | 12% |
| Crawl & snippet eligibility | 12% |
What we never claim
03Explicit limits
- That you are cited in ChatGPT, Gemini, or Perplexity today.
- Full OAI-SearchBot access proof from HTML alone.
- Rankings, backlinks, or private analytics.