Real ChatGPT answer · index seedspP13apExJscompleteTravel and hospitality · budget travelhowto

What is the cheapest time of year to book a balcony cabin on budget cruise lines without getting scammed by third party travel agents?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the cheapest time of year to book a balcony cabin on budget cruise lines without getting scammed by third party travel agents?
2 real searches · 1 real-search pass
2026 cruise booking best time to book balcony cabin wave season shoulder season September October cruise pricing adviceGoogle ↗
OBSERVEDComparison
FTC travel scams cruise booking third party travel agent verify seller cruise line booking tipsGoogle ↗
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%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
2026 cruise booking best time to book balcony cabin wave season shoulder season September October cruise pricing advice Google ↗
FTC travel scams cruise booking third party travel agent verify seller cruise line booking tips Google ↗
  1. ASTA · asta.org
  2. Better Business Bureau · bbb.org
  3. FTC travel scam prevention · consumer.ftc.gov
  4. Is Your Cruise Booking Safe? · cruisecritic.com
  5. MSC Cruises · msccruisesusa.com
  6. Carnival · carnival.com
  7. Royal Caribbean · royalcaribbean.com
  8. Norwegian · ncl.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 cruise booking best time to book balcony cabin wave season shoulder season September October cruise pricing advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
FTC travel scams cruise booking third party travel agent verify seller cruise line booking tips
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1