Real ChatGPT answer · index seedWhiGAc6NdPgcompleteTravel and hospitality · business travelinformational

Are boutique hotels safer or riskier than major chain hotels for solo travelers visiting industrial areas of Houston on business?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are boutique hotels safer or riskier than major chain hotels for solo travelers visiting industrial areas of Houston on business?
2 real searches · 1 real-search pass
Houston Police Department crime data map hotel safety travel industrial districts HoustonGoogle ↗
OBSERVEDReason
Houston Texas hotel safety security industrial areas hotels business traveler crime property security adviceGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Houston Police Department crime data map hotel safety travel industrial districts Houston Google ↗
Houston Texas hotel safety security industrial areas hotels business traveler crime property security advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Houston Police Department crime data map hotel safety travel industrial districts Houston
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Houston Texas hotel safety security industrial areas hotels business traveler crime property security advice
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1