Analytics

Answer position

Where your brand sits inside an AI answer: first named, buried in a list, or used as a cautionary tale.

Presence is not prominence. Being fourth in a list of five is closer to a loss than a win.

Log position as an ordinal when you can parse it. Don’t fake precision on messy prose.

Examples

  • ChatGPT names a rival, then “alternatives include you.” That is position: consolation.
  • A one-brand answer is position 1 by default — check if the prompt was branded.

Related terms

FAQ

Is position 1 always best? +

If the sentence is negative, no. Sentiment first, then slot.

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