Real ChatGPT answer · index seedAbBI4A7vaZwcompleteTravel and hospitality · cruisescommercial

Is it better to book excursions through the cruise ship or use independent tour operators when stopping in Cozumel on a Royal Caribbean itinerary

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to book excursions through the cruise ship or use independent tour operators when stopping in Cozumel on a Royal Caribbean itinerary
2 real searches · 1 real-search pass
Royal Caribbean shore excursion guarantee ship waits for late tours independent excursions Cozumel pros consGoogle ↗
OBSERVEDReason
Cozumel independent tour operators safety port transportation excursions reputable operators cruise portGoogle ↗
OBSERVEDComparison

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 / navigationalComparison50%ConsequenceReason50%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
Royal Caribbean shore excursion guarantee ship waits for late tours independent excursions Cozumel pros cons Google ↗
Cozumel independent tour operators safety port transportation excursions reputable operators cruise port Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Royal Caribbean shore excursion guarantee ship waits for late tours independent excursions Cozumel pros cons
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Cozumel independent tour operators safety port transportation excursions reputable operators cruise port
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1