P1
Bing indexing gap blocks AI retrieval
Priority pages are indexed in Google but absent from Bing, which reduces visibility in AI systems that rely on Bing for live retrieval.
Sample Audit
What an AI Visibility Audit looks like.
This sample is illustrative, but the structure matches the real output: evidence, issue severity, the competitor gap, and a short list of priorities worth acting on first.
Executive Summary
Example client: established brand with stable Google rankings and weak AI answer visibility.
Access
Partial failure due to Bing indexing and inconsistent crawler handling.
Understanding
Service pages need clearer category and use-case extraction.
Authority
Competitors have stronger corroboration on reviews and comparison pages.
Sample findings
P2
Homepage is clear to humans but weak for extraction
The page explains the offer in brand language, but category, use case, and qualification cues are buried below generic marketing copy.
P2
Competitors own the citation pool
Prompt testing shows competitors cited from review platforms, Reddit threads, and comparison pages where the brand has no meaningful presence.
Prompt Test Snapshot
| Prompt | Result |
|---|---|
| Best [category] for [use case] | 3 competitors cited, client absent |
| [Competitor] alternatives | Client mentioned once without source citation |
| Who should choose [client category] | Generic category explanation, no brand citations |
Typical deliverables
- Executive summary with top blockers and top 3 priorities
- Prompt test report across commercial and category queries
- Page-level findings for access and extractability issues
- Citation-pool snapshot showing which outside sources matter most
- 90-day action roadmap with owner and severity guidance
Want this for your brand instead of a sample?
Book an AI Visibility Audit to see whether the real blocker is access, extractability, or authority and get a prioritized roadmap rather than guesswork.