Product

Everything an AI assistant knows about your brand, in one report.

Your audit is not a dashboard of vanity metrics. It is the same structured document our team hands to retail brands: where you are cited, where you are invisible, and the exact order in which to fix it.

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Abstract 3D visualization of AI visibility dashboard panels
3.1%
Median citation share
Across audited retail brands
41
Gaps found per audit
Average across full reports
6 engines
Checked every run
ChatGPT · Perplexity · Gemini · Claude · Grok · AI Overviews
< 60s
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Inside the report

Five blocks. No filler.

Each block below is a real section of the report you get. The free preview shows you a slice of every one of them.

Visibility score

One number that answers the only question that matters: when a buyer asks an AI assistant about what you sell, do you show up? Scored per engine, tracked over time.

  • Weighted across six engines
  • Compared against your category
  • Re-scored on every run

Citation share by engine

Which sources the assistants actually quote for your category — and how much of that share belongs to you versus retailers, review sites and competitors.

  • Per-engine breakdown
  • Competitor share side by side
  • The exact URLs being cited

Answer coverage

The real buying questions in your category, and whether your site contains an answer an assistant can lift cleanly.

  • Question set built per brand
  • Answered / partial / missing
  • Ranked by commercial intent

Entity & product surfacing

What the models believe your brand is, what products they can name, and where the machine-readable signal breaks down.

  • Homepage entity read-back
  • Products surfaced vs catalog
  • Structured-data coverage

Sequenced roadmap

Findings ordered by impact and effort, so the first week of work is obvious. Tier 0 issues are the ones costing you answers today.

  • Tier 0 / 1 / 2 findings
  • Effort and owner per item
  • Re-audit to confirm the fix

Amazon

Storefront audits, same discipline.

Paste an Amazon storefront URL and the agent reads it the way a shopper's assistant does: which products are discoverable, which A+ content is machine-readable, and which listings never make it into a recommendation.

Listing coverage

Which ASINs surface for category questions and which never appear.

Content signal

Titles, bullets and A+ modules scored for extractability.

Review narrative

What the models repeat about your products, accurate or not.

Pricing that starts at free

The preview is free forever. Full reports, tracking and re-audits start at $50/mo. See plans.

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See where you actually stand in AI answers

One URL. A full visibility snapshot across ChatGPT, Perplexity, Gemini, Claude, Grok and Google AI Overviews.

Free preview · No credit card · Results in under a minute