Real ChatGPT answer · index seedvQgejaxpQLkcompleteTravel and hospitality · all-inclusive resortscomparison

We want to book a family snorkel trip at Secrets Maroma Beach, but is it better to reserve through their concierge or book directly with the operators on the beach?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We want to book a family snorkel trip at Secrets Maroma Beach, but is it better to reserve through their concierge or book directly with the operators on the beach?
3 real searches · 1 real-search pass
Secrets Maroma Beach Riviera Cancun snorkeling excursions beach operators concierge booking reviews family safetyGoogle ↗
OBSERVEDReason
Secrets Maroma Beach official excursions snorkeling tour Maroma Beach Riviera CancunGoogle ↗
OBSERVEDOther / navigational
Maroma Beach snorkeling tour operators family reviews boat snorkeling Riviera MayaGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Secrets Maroma Beach Riviera Cancun snorkeling excursions beach operators concierge booking reviews family safety Google ↗
Secrets Maroma Beach official excursions snorkeling tour Maroma Beach Riviera Cancun Google ↗
Maroma Beach snorkeling tour operators family reviews boat snorkeling Riviera Maya Google ↗
  1. Hello, Is there snorkeling at your resort or do... · tripadvisor.com
  2. Hola! estamos pensando viajar en julio a su hotel... · tripadvisor.com.mx
  3. Tour · maromabeach.com
  4. Adventures · maromabeach.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Secrets Maroma Beach Riviera Cancun snorkeling excursions beach operators concierge booking reviews family safety
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Secrets Maroma Beach official excursions snorkeling tour Maroma Beach Riviera Cancun
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Maroma Beach snorkeling tour operators family reviews boat snorkeling Riviera Maya
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1