Real ChatGPT answer · index seedLOeDP5T1R8McompleteParenting and family · family travelcomparison

Compare Marriott Bonvoy and Hilton Honors points for booking a multi room family suite in New York City.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Marriott Bonvoy and Hilton Honors points for booking a multi room family suite in New York City.
3 real searches · 1 real-search pass
Marriott Bonvoy points award booking multi room suite redemption fifth night free points advance official terms 2026Google ↗
OBSERVEDOther / navigational
Hilton Honors points booking multiple rooms family suite points pooling fifth night free standard room reward official terms 2026Google ↗
OBSERVEDOther / navigational
Marriott Bonvoy Hilton Honors points value 2026 hotel loyalty points valuationGoogle ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Marriott Bonvoy points award booking multi room suite redemption fifth night free points advance official terms 2026 Google ↗
Hilton Honors points booking multiple rooms family suite points pooling fifth night free standard room reward official terms 2026 Google ↗
Marriott Bonvoy Hilton Honors points value 2026 hotel loyalty points valuation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marriott Bonvoy points award booking multi room suite redemption fifth night free points advance official terms 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Hilton Honors points booking multiple rooms family suite points pooling fifth night free standard room reward official terms 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Marriott Bonvoy Hilton Honors points value 2026 hotel loyalty points valuation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1