Investigate

AIB · Artificial Intelligence Bureau

What AI says about your brand — and whether it is true

Brand intelligence in AIB is ongoing perception: mentions, framing, and factual drift. Monitoring answers “what changed?” Investigations answer “what does AI know now?”

LLM brand monitoring · AI reputation monitoring · AI brand mentions

What AIB measures

  • Branded prompts for accuracy and reputation (kept out of the discovery score)
  • Entity facts versus the Truth Profile you will stand behind
  • Sentiment / brand framing as a scored signal, not a vibe dashboard
  • Contradictions across engines

How the Bureau works

  1. Save a Truth Profile: legal name, aliases, services, claims, sameAs URLs you actually own.
  2. Run investigations; Presence diffs Truth versus observed answers.
  3. Monthly Monitor (paid) rescans the same matrix for change.

What this is not

  • AIB cannot remove a negative ChatGPT answer.
  • We do not scrape private consumer chats.
  • Public Exposure is a lawful public-signal add-on, not a pentest.

Questions

Is this social listening?

No. It is AI-answer listening: what configured systems say when asked buyer and brand questions.

Can I monitor reputation in ChatGPT?

You can measure branded and unbranded API observations tagged as OpenAI. That is not a full replica of ChatGPT’s consumer UI.

What does AI know about you?