← Blog

GEO Know-How

A beginner's guide to brand mention gap analysis

Find prompts where competitors appear and you don't — then close the gap on the sources driving those answers.

Feb 5 2026

Citation-first strategies chase URLs. Mention-first strategies chase your brand name in the answer — even without a link. Both matter; this note is about mentions.

The workflow

  1. Track prompts with tags and competitors (including aliases)
  2. Filter high-intent prompts where you're absent
  3. Inspect sources sorted by usage and competitor mentions
  4. Prioritize URLs that appear across multiple AI models
  5. Outreach: organic, paid, PR, or review campaigns
  6. Watch visibility lift in Anny over the following weeks

Why multi-model overlap matters

A Forbes-style roundup cited by both ChatGPT and Perplexity is worth more than a one-off blog. Gap score thinking — competitor mentions × source usage — keeps outreach queues honest.

Mention vs citation

You can close mention gaps via third-party coverage without owning the domain. Pair this with source gap work on your own URLs for a full program.