Catalog AI-readiness scorecard
Check what is true of your product catalog today. The scorecard weights each item by how much it affects whether AI engines can read and cite your SKUs, and shows the heaviest gaps first.
Readiness score0/100
Largely invisible to AIFix these first
- AI crawlers (GPTBot, ClaudeBot, PerplexityBot) are allowed in robots.txt. Allow the AI crawler user-agents. A blocked bot can't cite you at all.
- Product pages render their content server-side, not JavaScript-only. Server-render the catalog. Most AI crawlers don't run JS, so an SPA shows them an empty shell.
- Specs live in HTML tables on the page, not trapped in PDFs. Mirror datasheet specs as on-page HTML so the numbers are quotable.
Check what’s true today. The score is weighted by how much each item affects whether AI engines can read and cite your catalog — illustrative, not a full audit.
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