Real ChatGPT answer · index seed3xRHWK8ABbMcompleteFinance and banking · credit cardscomparison

Which card gives better signup rewards for large family expenses right now, the Ink Business Preferred or a personal travel card?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which card gives better signup rewards for large family expenses right now, the Ink Business Preferred or a personal travel card?
3 real searches · 1 real-search pass
Ink Business Preferred current welcome offer October 2026 signup bonus spending requirement annual fee Chase officialGoogle ↗
OBSERVEDOther / navigational
Chase Sapphire Preferred current welcome offer October 2026 signup bonus spending requirement annual fee officialGoogle ↗
OBSERVEDOther / navigational
Chase Sapphire Reserve current welcome offer October 2026 signup bonus spending requirement annual fee officialGoogle ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
Ink Business Preferred current welcome offer October 2026 signup bonus spending requirement annual fee Chase official Google ↗
Chase Sapphire Preferred current welcome offer October 2026 signup bonus spending requirement annual fee official Google ↗
Chase Sapphire Reserve current welcome offer October 2026 signup bonus spending requirement annual fee official Google ↗
  1. Chase Ink Business Preferred Credit Card · creditcards.chase.com
  2. Current welcome bonuses on Ink Business cards · thepointsguy.com
  3. Chase Sapphire Preferred Credit Card · creditcards.chase.com
  4. Compare Rewards Credit Cards · creditcards.chase.com
  5. Chase Sapphire Reserve Credit Card · creditcards.chase.com
  6. Find the Best Rewards Credit Cards · creditcards.chase.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ink Business Preferred current welcome offer October 2026 signup bonus spending requirement annual fee Chase official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Chase Sapphire Preferred current welcome offer October 2026 signup bonus spending requirement annual fee official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Chase Sapphire Reserve current welcome offer October 2026 signup bonus spending requirement annual fee official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1