Real ChatGPT answer · index seedR6hKfm9jGiAcompleteMarketing and advertising · AI search and generative engine optimizationbrand
How should we restructure our agency service pricing packages to account for managing generative engine optimization versus standard technical audits?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should we restructure our agency service pricing packages to account for managing generative engine optimization versus standard technical audits?
1 real search · 1 real-search pass
2026 generative engine optimization GEO agency services measurement AI search visibility citations monitoring technical SEO audit pricing modelsGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 generative engine optimization GEO agency services measurement AI search visibility citations monitoring technical SEO audit pricing models Google ↗
- Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) · arxiv.org
- From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms · arxiv.org
- GEO Services for Agencies · mcp.foglift.io
- Generative Engine Optimization (GEO) Services · underneath.agency
- Generative Engine Optimization (GEO) Agency & Services · verticality.co
- Generative Engine Optimization Cost: Price Ranges and What Drives Them · nuoptima.com