Real ChatGPT answer · index seedHrmoYqNAuIgcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

What hidden costs should I anticipate when hiring a specialized agency to handle our AI search positioning and generative engine tracking?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What hidden costs should I anticipate when hiring a specialized agency to handle our AI search positioning and generative engine tracking?
2 real searches · 1 real-search pass
2026 generative engine optimization agency pricing hidden costs AI search tracking platforms query limits reporting data ownershipGoogle ↗
OBSERVEDComparison
AI search visibility tracking tools pricing prompt limits ChatGPT Perplexity Gemini agency reporting API costsGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 generative engine optimization agency pricing hidden costs AI search tracking platforms query limits reporting data ownership Google ↗
AI search visibility tracking tools pricing prompt limits ChatGPT Perplexity Gemini agency reporting API costs Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 generative engine optimization agency pricing hidden costs AI search tracking platforms query limits reporting data ownership
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AI search visibility tracking tools pricing prompt limits ChatGPT Perplexity Gemini agency reporting API costs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1