Real ChatGPT answer · index seedLJkRHl9xlZccompleteTravel and hospitality · business travelcomparison
What are the key differences between the Marriott Bonvoy Business card and the Hilton Honors Aspire regarding point redemption values for business travel?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the key differences between the Marriott Bonvoy Business card and the Hilton Honors Aspire regarding point redemption values for business travel?
3 real searches · 1 real-search pass
2026 Marriott Bonvoy Business American Express card earning rates annual fee 2026 officialGoogle ↗
OBSERVEDOther / navigational
2026 Hilton Honors American Express Aspire card earning rates annual fee officialGoogle ↗
OBSERVEDOther / navigational
Marriott Bonvoy points value cents per point Hilton Honors points value cents per point 2026 award redemption fifth night freeGoogle ↗
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)
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 Marriott Bonvoy Business American Express card earning rates annual fee 2026 official Google ↗
2026 Hilton Honors American Express Aspire card earning rates annual fee official Google ↗
Marriott Bonvoy points value cents per point Hilton Honors points value cents per point 2026 award redemption fifth night free Google ↗
- How Points and Miles Values Changed in 2026 · nerdwallet.com
- How Much Are Travel Points and Miles Worth in 2026? · nerdwallet.com
- Marriott Bonvoy Business Credit Card · americanexpress.com
- Hilton Honors American Express Aspire Card · americanexpress.com
- Marriott Bonvoy American Express Business Card · marriott.com
- Hilton Honors Annual Free Night Reward | Hilton Honors American Express Aspire Card Benefits · global.americanexpress.com
- What is 'Stay for 5, Pay for 4'? · help.marriott.com
- What Are Flexible Point Redemption Rates? · help.marriott.com
- About Hilton Honors · hilton.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Marriott Bonvoy Business American Express card earning rates annual fee 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 Hilton Honors American Express Aspire card earning rates annual fee official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Marriott Bonvoy points value cents per point Hilton Honors points value cents per point 2026 award redemption fifth night free OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |