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Guides for GEO reports, AI Focus Groups, scores, sharing, and the Partner API.

Theme

GEO report: Revenue opportunity

What this indicator measures

Revenue opportunity translates visibility and competitive gaps into money language: modeled monthly or annual “at risk” or “recoverable” revenue, capture rates, and sometimes gap lists. It is designed for prioritization conversations with leadership, not for GAAP reporting.

How it is built

A revenue analysis step combines your category, modeled visibility, and assumptions encoded in the pipeline (for example implied funnel impact from weaker recommendation rates). Inputs you provide in the product (where available) sharpen the estimate. The math is directional: small changes in assumptions can move totals meaningfully.

How to read the numbers

  • Use ranges and sensitivity: ask “what if we believed half the effect?”—if the story still holds, it is robust enough to justify a program.
  • Compare components: which gap drivers dominate—awareness, conversion, or competitor displacement?

How to interpret for action

Treat outputs as a ranked backlog tied to money: which GEO initiatives (content, citations, product marketing, partner PR) buy the largest modeled upside. Reconcile top-line figures with your internal funnel metrics before publishing externally.