Real ChatGPT answer · index seed455bXUSFUo4completeTravel and hospitality · business travelinformational

How strictly do government contractors enforce per diem rate limits for lodging during peak convention season in San Francisco?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How strictly do government contractors enforce per diem rate limits for lodging during peak convention season in San Francisco?
3 real searches · 1 real-search pass
Federal contractor travel lodging per diem GSA maximum actual expense exception convention rates FAR allowabilityGoogle ↗
OBSERVEDOther / navigational
GSA San Francisco lodging per diem FY 2027 October 2026 lodging rateGoogle ↗
OBSERVEDShort fact
FAR 31.205-46 travel costs lodging per diem contractor actual expenses federal contractsGoogle ↗
OBSERVEDConsequence

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 fact33%Other / navigational33%ComparisonConsequence33%ReasonDefinitionInstructionYes / 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
Federal contractor travel lodging per diem GSA maximum actual expense exception convention rates FAR allowability Google ↗
GSA San Francisco lodging per diem FY 2027 October 2026 lodging rate Google ↗
FAR 31.205-46 travel costs lodging per diem contractor actual expenses federal contracts Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Federal contractor travel lodging per diem GSA maximum actual expense exception convention rates FAR allowability
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GSA San Francisco lodging per diem FY 2027 October 2026 lodging rate
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
FAR 31.205-46 travel costs lodging per diem contractor actual expenses federal contracts
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1