Can you compare the current redemption rates of Marriott Bonvoy points versus airline miles for booking last minute executive travel?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the current redemption rates of Marriott Bonvoy points versus airline miles for booking last minute executive travel?
3 real searches · 1 real-search pass
2026 current points and miles valuations Marriott Bonvoy points airline miles business class award flights October 2026Google ↗
OBSERVEDConsequence
Marriott Bonvoy points value cents per point 2026 award pricing last minute hotel bookingsGoogle ↗
OBSERVEDOther / navigational
airline miles value cents per mile 2026 business class award last minute dynamic pricingGoogle ↗
OBSERVEDComparison
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)
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
2026 current points and miles valuations Marriott Bonvoy points airline miles business class award flights October 2026 Google ↗
Marriott Bonvoy points value cents per point 2026 award pricing last minute hotel bookings Google ↗
airline miles value cents per mile 2026 business class award last minute dynamic pricing Google ↗
- How Much Are Travel Points and Miles Worth in 2026? · nerdwallet.com
- What are points and miles worth? TPG’s Oct. 2026 valuations · thepointsguy.com
- Travel Points and Miles: How Much Are They Worth? [Oct. 2026] · upgradedpoints.com
- How to Transfer Points to Miles | Airline Transfer Partners · marriott.com
- Marriott Bonvoy Transfer Partners and Best Uses [2026] · upgradedpoints.com
- Travel Partner Benefits · travel-partner.marriott.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 current points and miles valuations Marriott Bonvoy points airline miles business class award flights October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Marriott Bonvoy points value cents per point 2026 award pricing last minute hotel bookings OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
airline miles value cents per mile 2026 business class award last minute dynamic pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |