Real ChatGPT answer · index seedXpexixoGMKEcompleteB2B software · AI and automation toolsinformational

Our finance department needs a clear ROI comparison for Microsoft Copilot versus standalone AI writing assistants before their meeting this afternoon.

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Our finance department needs a clear ROI comparison for Microsoft Copilot versus standalone AI writing assistants before their meeting this afternoon.
4 real searches · 1 real-search pass
Microsoft 365 Copilot business pricing per user official 2026 pricing Microsoft 365 CopilotGoogle ↗
OBSERVEDOther / navigational
Grammarly Business pricing official per user 2026Google ↗
OBSERVEDOther / navigational
Jasper pricing official business creator 2026Google ↗
OBSERVEDOther / navigational
Microsoft 365 Copilot business data protection enterprise privacy officialGoogle ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Microsoft 365 Copilot business pricing per user official 2026 pricing Microsoft 365 Copilot Google ↗
Grammarly Business pricing official per user 2026 Google ↗
Jasper pricing official business creator 2026 Google ↗
Microsoft 365 Copilot business data protection enterprise privacy official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Microsoft 365 Copilot business pricing per user official 2026 pricing Microsoft 365 Copilot
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Grammarly Business pricing official per user 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Jasper pricing official business creator 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Microsoft 365 Copilot business data protection enterprise privacy official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1