You rank on Google.
AI engines show someone else.
ChatGPT, Perplexity, and Google AI Overviews are the new first page of search, and most ecommerce brands are invisible on all three. Find out where you stand.
Average AI Readiness Score
AI engines audited per site
Prompts run per audit
Day roadmap to close the map
Your customers
are asking AI first.
Discovery is shifting from ten blue links to one AI-generated answer. The brands that get cited inside ChatGPT, Perplexity, and Google AI Overviews win the sale before the buyer even reaches a product page.
- Buyer searches Google, sees 10 results
- Ranks earned through backlinks and keyword density
- Organic position #1–3 means visibility
- Googlebot is the only crawler that matters
- Buyer asks ChatGPT — gets one recommendation
- Citations earned through structured, extractable content
- Ranking #2 organically can mean zero AI visibility
- GPTBot + ClaudeBot + PerplexityBot must all reach you
Three pillars One composite score.
22 dimensions, three pillars, one score. Each layer surfaces a fix your team can ship.
Foundation
GEO. Crawler access, brand entity
- GPTBot & ClaudeBot access audit
- JSON-LD schema coverage by page type
- robots.txt + llms.txt completeness
- Organization schema with sameAs array
- Wikipedia, Wikidata, LinkedIn signals
- Canonical URL hygiene
Content
AEO. Extractability, snippet readiness
- Definitional openers on every key page
- FAQPage + HowTo schema deployment
- Question-targeted H2/H3 headings
- Self-contained 60–150 word answer passages
- Duplicate H1 detection and fix specs
- Citation-ready snippet scoring
Brand
AI Visibility Matrix
ChatGPT · Perplexity · Google AIO · Claude.ai
- Citation rate across 30 intent-matched prompts
- Primary recommendation rate per engine
- Share of voice vs. top 5 competitors
- Branded vs. generic query win split
- Source landscape and competitor advantage
- Win/loss pattern analysis by intent type
What we actually test.
A measured investigation, not an automated scan. We evidence every finding directly.
Crawler Access Matrix
We test HTTP responses for GPTBot, ClaudeBot, PerplexityBot, and Google-Extended. One blocked crawler can freeze your AI visibility silently.
Schema & Structured Data
We audit JSON-LD by page type. Most sites have Product schema but miss the FAQPage and HowTo types AI engines extract from.
Content Extractability
We score each page against 10 AEO dimensions. This is the gap between ranking and being cited.
Brand Entity Research
We verify Wikipedia, Wikidata, and LinkedIn for entity signals. Thin grounding is why strong brands lose on AI Overviews and Claude.ai.
Live AI Platform Probes
We run 30 prompts across ChatGPT, Perplexity, and Google AI Overviews, with annotated screenshots.
Competitor Share of Voice
We map which competitors own the citations you should be winning, with fix recommendations for each loss.
A full audit.
A 90-day roadmap.
A scored report with specs your team can act on in week one.