Real ChatGPT answer · index seeds6dLLgq8eG8completeFinance and banking · credit cardscomparison

Is the Marriott Bonvoy Business American Express better than the Hilton Honors Business card for a small team needing frequent hotel stays?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is the Marriott Bonvoy Business American Express better than the Hilton Honors Business card for a small team needing frequent hotel stays?
2 real searches · 1 real-search pass
2026 Marriott Bonvoy Business American Express card benefits annual fee earning rates free night elite night credits officialGoogle ↗
OBSERVED
2026 Hilton Honors American Express Business Card benefits annual fee earning rates free night officialGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 Marriott Bonvoy Business American Express card benefits annual fee earning rates free night elite night credits official Google ↗
2026 Hilton Honors American Express Business Card benefits annual fee earning rates free night official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Marriott Bonvoy Business American Express card benefits annual fee earning rates free night elite night credits official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Hilton Honors American Express Business Card benefits annual fee earning rates free night official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1