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We test these prompts across all 5 AI assistants to see how often you appear.
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What your finished report will look like
The numbers and examples below are placeholders while the live audit runs. They will update when the Worker finishes building your report.
Overall visibility
/ 100
Analyzed
5 models · 12 prompts · 60 answers
May 15, 2026 · 12:11 EDT
Answer mix & sentiment
Across all sampled prompts and models.
Mention rate
Model coverage
How each assistant currently answers about you.
Sample answers
Verbatim excerpts from real prompts.
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Prompt-level results
Sampled customer questions across all models.
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Topical coverage
Where AI knows your category vs. where it does not.
Competitors AI suggests
Ranked by share of recommended answers.
Where AI pulls evidence
Distribution of citations across source types.
Source health
Underlying evidence quality, freshness and structure.
30-day trend
Overall visibility score, weekly snapshots.
Up +6 points over the period. Most of the lift came from new Google reviews and one third-party comparison post.
What to do next
Ordered by expected lift on AI visibility.
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Summary
Full report delivered to .
Methodology: 12 customer questions sent to 5 leading assistants, repeated 5 times each. Mentions, position, citations and sentiment counted manually.