Find out whether AI mentions your brand, and what it says about you.

The best free resources

1. AI Visibility Audit: How to Measure Your Brand's Presence in AI Search — Despina Gavoyannis, Ahrefs (2025-10-30)
   Most complete 8-step audit; manual route plus free report template.

2. How to Monitor Brand Mentions in ChatGPT — Louise Linehan, Ahrefs (2026-02-26)
   Manual audit method: web search on/off separates training vs retrieval gaps.

3. How to run an AI brand audit & find what these platforms really know about you — James Brockbank, Outranked (Digitaloft) (2025-08-29)
   Ready prompt set (risks, trust, comparisons) to run in clean sessions.

4. Study: AI Declined to Answer Prompts About Our Brand 31% of the Time — Nick Haigler, Bryan Gunawan, Seer Interactive (2026-08-27)
   Accuracy audit framework (direct, indirect, comparative prompts; root causes).

5. I Built a Tool to Watch ChatGPT Search, and It Predicted My Next Question — Hoa Cong, Seer Interactive (2026-10-30)
   Shows what to capture in an audit: ChatGPT's own search queries and sources.

Strategies for this step

• Audit Brand Perception Across LLMs

See all GEO strategies →

Curated by effectiveGEOstrategy.com. Every link checked 2026-11-10. Know a better free resource? Tell us.