Framework

The Share of Prompt Framework

Share of Voice measured who talked about you. Share of Prompt measures whether AI recommends you — and it breaks into three distinct signals that each require different strategies.

How it works

  1. 1Brand Ownership: How accurately and completely does AI respond to direct brand queries?
  2. 2Category Dominance: When someone asks for the best tool in your category, do you appear — and do you appear correctly?
  3. 3Intent-Based Visibility: When someone asks 'what should I use for X,' does AI recommend you unprompted?
  4. 490% of brands audited by Emberos have factual errors in at least one major LLM.
  5. 5A 12–18 month window exists before Share of Prompt becomes table stakes for every major brand.

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