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What is the best strategy to maximize Marriott Bonvoy points redemption value for a five-night stay during a high-demand tech conference in Austin?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best strategy to maximize Marriott Bonvoy points redemption value for a five-night stay during a high-demand tech conference in Austin?
3 real searches · 1 real-search pass
Marriott Bonvoy fifth night free award stay terms 2026 points lowest priced night officialGoogle ↗
OBSERVEDComparison
Marriott Bonvoy award redemption dynamic pricing points advance cancellation policy official 2026Google ↗
OBSERVEDOther / navigational
Austin Texas major tech conference 2026 hotel demand Marriott conference hotels ratesGoogle ↗
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%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 fifth night free award stay terms 2026 points lowest priced night official Google ↗
Marriott Bonvoy award redemption dynamic pricing points advance cancellation policy official 2026 Google ↗
Austin Texas major tech conference 2026 hotel demand Marriott conference hotels rates Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marriott Bonvoy fifth night free award stay terms 2026 points lowest priced night official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Marriott Bonvoy award redemption dynamic pricing points advance cancellation policy official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Austin Texas major tech conference 2026 hotel demand Marriott conference hotels rates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1