Real ChatGPT answer · index seedJXZ8jaVkN0EcompleteMarketing and advertising · AI search and generative engine optimizationbrand
What is the average agency retainer for managing technical LLM optimization and AI search rankings for a portfolio of e-commerce brands?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average agency retainer for managing technical LLM optimization and AI search rankings for a portfolio of e-commerce brands?
3 real searches · 1 real-search pass
Generative engine optimization agency retainer pricing 2026 ecommerce technical LLM optimizationGoogle ↗
OBSERVEDComparison
2026 agency pricing generative engine optimization GEO AEO monthly retainer pricing technical SEO ecommerceGoogle ↗
OBSERVEDComparison
AI search optimization agency pricing monthly retainer 2025 2026 LLM optimizationGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Generative engine optimization agency retainer pricing 2026 ecommerce technical LLM optimization Google ↗
2026 agency pricing generative engine optimization GEO AEO monthly retainer pricing technical SEO ecommerce Google ↗
AI search optimization agency pricing monthly retainer 2025 2026 LLM optimization Google ↗
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Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Generative engine optimization agency retainer pricing 2026 ecommerce technical LLM optimization OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 agency pricing generative engine optimization GEO AEO monthly retainer pricing technical SEO ecommerce OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AI search optimization agency pricing monthly retainer 2025 2026 LLM optimization OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |