Real ChatGPT answer · index seedgL8EZL3nm70completeTravel and hospitality · destinationsinformational
How do business credit cards that earn Marriott Bonvoy points compare to cash-back cards for overall travel redemption value this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do business credit cards that earn Marriott Bonvoy points compare to cash-back cards for overall travel redemption value this year?
3 real searches · 1 real-search pass
2026 Marriott Bonvoy business credit card annual fee earning rates welcome offer free night certificate benefits official Marriott Bonvoy Business American Express CardGoogle ↗
OBSERVEDOther / navigational
2026 business cash back credit cards earning rates annual fees travel redemption value 2026 Ink Business Cash Amex Blue Business Cash Capital One Spark Cash PlusGoogle ↗
OBSERVEDComparison
2026 Marriott Bonvoy points valuation cents per point hotel redemption value analysisGoogle ↗
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)
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 credit card annual fee earning rates welcome offer free night certificate benefits official Marriott Bonvoy Business American Express Card Google ↗
2026 business cash back credit cards earning rates annual fees travel redemption value 2026 Ink Business Cash Amex Blue Business Cash Capital One Spark Cash Plus Google ↗
2026 Marriott Bonvoy points valuation cents per point hotel redemption value analysis Google ↗
- How Points and Miles Values Changed in 2026 · nerdwallet.com
- What Is the Value of Marriott Points? (Calculator) · nerdwallet.com
- Marriott Bonvoy Business Credit Card · americanexpress.com
- Business Credit Cards from American Express · americanexpress.com
- Best Cash-Back Business Credit Cards of 2026 · nerdwallet.com
- Best Cash-Back Business Credit Cards of 2026 · nerdwallet.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Marriott Bonvoy business credit card annual fee earning rates welcome offer free night certificate benefits official Marriott Bonvoy Business American Express Card OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 business cash back credit cards earning rates annual fees travel redemption value 2026 Ink Business Cash Amex Blue Business Cash Capital One Spark Cash Plus OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 Marriott Bonvoy points valuation cents per point hotel redemption value analysis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |