Real ChatGPT answer · index seedT3vJ4myd6xwcompleteMarketing and advertising · AI search and generative engine optimizationinformational

What are the current cost structures for enterprise-grade AI search optimization platforms like the Semrush AI search toolkit compared to legacy SEO suites?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current cost structures for enterprise-grade AI search optimization platforms like the Semrush AI search toolkit compared to legacy SEO suites?
3 real searches · 1 real-search pass
Semrush AI Toolkit pricing 2026 AI Visibility Toolkit pricing plans officialGoogle ↗
OBSERVEDComparison
enterprise SEO platform pricing BrightEdge Conductor seoClarity enterprise pricing 2026Google ↗
OBSERVEDComparison
Semrush SEO toolkit pricing plans 2026 official Pro Guru BusinessGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
Semrush AI Toolkit pricing 2026 AI Visibility Toolkit pricing plans official Google ↗
enterprise SEO platform pricing BrightEdge Conductor seoClarity enterprise pricing 2026 Google ↗
Semrush SEO toolkit pricing plans 2026 official Pro Guru Business Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Semrush AI Toolkit pricing 2026 AI Visibility Toolkit pricing plans official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
enterprise SEO platform pricing BrightEdge Conductor seoClarity enterprise pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush SEO toolkit pricing plans 2026 official Pro Guru Business
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1