AI visibility & answer-engine insights

Measure presence across tracked questions

Answer Engine Insights brings together brand mentions, citations, position, sentiment, and competitor context across your tracked prompts. It is a view of the answers Alef has collected, not a measurement of every possible answer on the internet.

Move from a score to the evidence

1. 1

   Define your scope

   Choose the relevant period, tracked topics, and available engines. Keep that scope consistent when comparing results.

2. 2

   Inspect individual answers

   Open a tracked prompt to review the answer, brand mentions, competitor presence, and cited sources. Read the source page before deciding why it was useful.

3. 3

   Choose a measured response

   Turn a repeated gap into a content brief, a site improvement, or a source investigation. Review future results using comparable conditions.

Know what each signal means

• Mention: the brand appears in the answer. Citation: the answer references a source URL. One does not necessarily imply the other.
• Position, share, and sentiment need the surrounding answer and prompt context to be useful.
• Answers can vary between runs and engines. Review trends across relevant prompts instead of treating one response as a permanent ranking.