Real ChatGPT answer · index seedikZEy2QnwUgcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

What are the top generative engine optimization platforms right now that can handle entity-based technical audits for a B2B SaaS website with over one million pages?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top generative engine optimization platforms right now that can handle entity-based technical audits for a B2B SaaS website with over one million pages?
3 real searches · 1 real-search pass
GEO platform technical website audits entity optimization enterprise scale million URLs 2026Google ↗
OBSERVEDOther / navigational
generative engine optimization platforms entity-based technical SEO audits enterprise million pages B2B SaaS 2026 Profound Scrunch AthenaHQGoogle ↗
OBSERVEDOther / navigational
enterprise SEO technical audit platforms crawl 1 million pages entity analysis Botify seoClarity Lumar Oncrawl 2026Google ↗
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 (3)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / 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
GEO platform technical website audits entity optimization enterprise scale million URLs 2026 Google ↗
generative engine optimization platforms entity-based technical SEO audits enterprise million pages B2B SaaS 2026 Profound Scrunch AthenaHQ Google ↗
enterprise SEO technical audit platforms crawl 1 million pages entity analysis Botify seoClarity Lumar Oncrawl 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GEO platform technical website audits entity optimization enterprise scale million URLs 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
generative engine optimization platforms entity-based technical SEO audits enterprise million pages B2B SaaS 2026 Profound Scrunch AthenaHQ
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
enterprise SEO technical audit platforms crawl 1 million pages entity analysis Botify seoClarity Lumar Oncrawl 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1