Real ChatGPT answer · index seed4J0QxMYnJ7YcompleteTravel and hospitality · business travelinformational

Are boutique hotels or major chains safer for solo business travelers on a tight budget in major metropolitan areas like Boston?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are boutique hotels or major chains safer for solo business travelers on a tight budget in major metropolitan areas like Boston?
2 real searches · 1 real-search pass
Boston hotel safety solo travelers hotel security 24 hour front desk access control official travel guidanceGoogle ↗
OBSERVEDConsequence
Boston visitor safety neighborhoods hotel location public transportation official tourismGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
Boston hotel safety solo travelers hotel security 24 hour front desk access control official travel guidance Google ↗
Boston visitor safety neighborhoods hotel location public transportation official tourism Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Boston hotel safety solo travelers hotel security 24 hour front desk access control official travel guidance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Boston visitor safety neighborhoods hotel location public transportation official tourism
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1