Real ChatGPT answer · index seedBUywAXv0gyEcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

What are the primary cost drivers when calculating the total cost of ownership for enterprise AI SEO platforms this year?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the primary cost drivers when calculating the total cost of ownership for enterprise AI SEO platforms this year?
2 real searches · 1 real-search pass
enterprise AI SEO platforms pricing 2026 total cost ownership AI search visibility GEO enterprise pricing modelsGoogle ↗
OBSERVEDComparison
enterprise SEO software pricing API credits AI usage integrations implementation costs 2026Google ↗
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
enterprise AI SEO platforms pricing 2026 total cost ownership AI search visibility GEO enterprise pricing models Google ↗
enterprise SEO software pricing API credits AI usage integrations implementation costs 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
enterprise AI SEO platforms pricing 2026 total cost ownership AI search visibility GEO enterprise pricing models
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
enterprise SEO software pricing API credits AI usage integrations implementation costs 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1