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AI citations

LLM prompt visibility — brand mentions, citations, and links to your site per model.

Code: RESPONSE_SUCCESS

OpenAI-compatible API returned a usable answer for this prompt and model.

  • Pass: Response retrieved without API error.
  • Fail / warn: Request failed — check API key, model name, and rate limits.

Code: BRAND_MENTIONED

Configured brand names or aliases appear in the model answer text.

  • Pass: At least one brand span detected in the answer.
  • Fail / warn: Brand not mentioned — competitors may dominate the narrative.

Code: TARGET_DOMAIN_LINKED

A citation or link in the answer points at your tracked site origin.

  • Pass: Your domain appears in citations or extracted links.
  • Fail / warn: No link to your site — LLM may recommend alternatives only.