AI Visibility Example: 34% Citation Rate Across 4 Engines
This example shows the AIWebPageSEO AI Visibility Tracker for a SaaS marketing site across ChatGPT, Claude, Perplexity and Gemini. Citation rate is 34% averaged across 60 prompts, trending +8pt over the last 4 weeks. Branded prompts at 72%, category at 41%, problem-statement prompts at only 12% — the under-served opportunity tier.
| Engine | Brand | Category | Problem | Overall |
|---|---|---|---|---|
| ChatGPT | 78% | 48% | 14% | 38% |
| Claude | 71% | 42% | 11% | 34% |
| Perplexity | 82% | 51% | 16% | 42% |
| Gemini | 68% | 32% | 8% | 28% |
| Competitor | Citation Rate | 4w Trend | Gap to you |
|---|---|---|---|
| competitor-a.com | 62% | +12pt | +21pt |
| competitor-b.com | 38% | +2pt | -3pt |
| competitor-c.com | 29% | -4pt | -12pt |
| saas.example.com (you) | 41% | +8pt | — |
Outdated pricing in ChatGPT citations
3 of 8 ChatGPT citations describe your starter plan as $19/month (correct: $24/month since Feb 2026). Refresh canonical pricing page; publish a dated pricing-history page; push press release to feed updated info into next training window.
Wrong-attribution mention on Perplexity
1 Perplexity response attributes your homepage tagline to a competitor. Likely caused by template similarity. Differentiate hero copy; add Organization schema with explicit name/url; submit correction via Perplexity feedback flow.
Comparative-unfavourable wording on category prompts
14% of category citations describe your product as "fewer features than [competitor-a]". Audit feature-page coverage and add comparison-page schema (FAQ + ComparisonTable) to ensure your feature breadth is parseable.
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