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AI Spec Audit · Free

Get your AI Spec Audit.

See what ChatGPT, Claude and Gemini tell engineers about your materials. We'll run 25 questions your customers ask and show you who gets named, which sources get cited, and where answers about your products are wrong or missing. Free, in five business days.

What you get

  • Share of Answer against up to three competitors
  • Top cited sources and the source mix behind your questions
  • Three to five answers marked up: named, cited, inaccurate
  • An access check on your domain: robots rules, firewall behavior, datasheet delivery
  • Your three highest-impact fixes

For example: TPU for footwear outsoles; flame-retardant PC grades.

We use your answers only to run your audit.