Real ChatGPT answer · index seedkGfsO9OZMrccompleteLegal · business lawinformational

We just received a notice about a Microsoft software license audit for our small business and I have no idea what to expect or how to prepare

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

The searches the AI actually ran for this prompt.

SEED QUERY
We just received a notice about a Microsoft software license audit for our small business and I have no idea what to expect or how to prepare
2 real searches · 1 real-search pass
Microsoft software license audit official process SAM audit compliance review Microsoft customer noticeGoogle ↗
OBSERVEDReason
Microsoft licensing audit independent third party audit rights agreement official Microsoft licensing termsGoogle ↗
OBSERVEDDefinition

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 / navigationalComparisonConsequenceReason50%Definition50%InstructionYes / 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
Microsoft software license audit official process SAM audit compliance review Microsoft customer notice Google ↗
Microsoft licensing audit independent third party audit rights agreement official Microsoft licensing terms Google ↗
  1. SAM SOFTWARE ASSET MANAGEMENT Am I required to · download.microsoft.com
  2. Common Licensing Audit Types · directionsonmicrosoft.com
  3. Microsoft Licensing Documentation · microsoft.com
  4. Microsoft Software License Terms · learn.microsoft.com
  5. Microsoft Licensing Agreements · partner.microsoft.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Microsoft software license audit official process SAM audit compliance review Microsoft customer notice
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Microsoft licensing audit independent third party audit rights agreement official Microsoft licensing terms
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1