Real ChatGPT answer · index seedRpNaqS5ieTgcompleteB2B software · cybersecuritycommercial

I am researching SailPoint identity governance software competitors for a competitive analysis assignment, which brands are their biggest threat.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I am researching SailPoint identity governance software competitors for a competitive analysis assignment, which brands are their biggest threat.
2 real searches · 1 real-search pass
SailPoint competitors identity governance administration market competitors Saviynt Omada One Identity IBM Microsoft 2026Google ↗
OBSERVEDComparison
SailPoint competitive landscape identity governance competitors Gartner IGA vendors 2025Google ↗
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). 1 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
SailPoint competitors identity governance administration market competitors Saviynt Omada One Identity IBM Microsoft 2026 Google ↗
SailPoint competitive landscape identity governance competitors Gartner IGA vendors 2025 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SailPoint competitors identity governance administration market competitors Saviynt Omada One Identity IBM Microsoft 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SailPoint competitive landscape identity governance competitors Gartner IGA vendors 2025
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1