Real ChatGPT answer · index seedZ5htoUhpVUwcompleteTravel and hospitality · destinationslocal

Which cruise lines are best for first-timers who are worried about hurricanes, and do they offer good guarantees if the itinerary has to change?

ChatGPTgpt-66 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which cruise lines are best for first-timers who are worried about hurricanes, and do they offer good guarantees if the itinerary has to change?
6 real searches · 1 real-search pass
2026 cruise line hurricane itinerary change policy Royal Caribbean Carnival Celebrity Disney Norwegian refund port skipped official policyGoogle ↗
OBSERVEDConsequence
Royal Caribbean itinerary change weather policy cruise contract port cancellation refund officialGoogle ↗
OBSERVEDConsequence
Celebrity Cruises itinerary changes weather port cancellation refund policy officialGoogle ↗
OBSERVEDConsequence
Disney Cruise Line itinerary changes weather port cancellation refund policy officialGoogle ↗
OBSERVEDConsequence
Carnival cruise itinerary change weather port cancellation refund policy officialGoogle ↗
OBSERVEDConsequence
Norwegian Cruise Line itinerary change weather port cancellation refund policy officialGoogle ↗
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 (6)
Short factOther / navigationalComparisonConsequence83%Reason17%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
2026 cruise line hurricane itinerary change policy Royal Caribbean Carnival Celebrity Disney Norwegian refund port skipped official policy Google ↗
Royal Caribbean itinerary change weather policy cruise contract port cancellation refund official Google ↗
Celebrity Cruises itinerary changes weather port cancellation refund policy official Google ↗
Disney Cruise Line itinerary changes weather port cancellation refund policy official Google ↗
Carnival cruise itinerary change weather port cancellation refund policy official Google ↗
Norwegian Cruise Line itinerary change weather port cancellation refund policy official Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 cruise line hurricane itinerary change policy Royal Caribbean Carnival Celebrity Disney Norwegian refund port skipped official policy
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Royal Caribbean itinerary change weather policy cruise contract port cancellation refund official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Celebrity Cruises itinerary changes weather port cancellation refund policy official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Disney Cruise Line itinerary changes weather port cancellation refund policy official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Carnival cruise itinerary change weather port cancellation refund policy official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Norwegian Cruise Line itinerary change weather port cancellation refund policy official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1