Real ChatGPT answer · index seedWrNI3SUym6QcompleteFinance and banking · credit cardsbrand

How do business credit card pre-approval tools work and will checking my eligibility for the Ink Business Preferred affect my personal credit utilization ratio?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do business credit card pre-approval tools work and will checking my eligibility for the Ink Business Preferred affect my personal credit utilization ratio?
2 real searches · 1 real-search pass
Chase Ink Business Preferred preapproval tool soft inquiry personal credit report hard inquiry application business card reporting personal credit utilizationGoogle ↗
OBSERVEDOther / navigational
Chase business credit cards report to personal credit bureaus Ink Business Preferred utilization ratio account reporting policyGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Chase Ink Business Preferred preapproval tool soft inquiry personal credit report hard inquiry application business card reporting personal credit utilization Google ↗
Chase business credit cards report to personal credit bureaus Ink Business Preferred utilization ratio account reporting policy Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Chase Ink Business Preferred preapproval tool soft inquiry personal credit report hard inquiry application business card reporting personal credit utilization
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Chase business credit cards report to personal credit bureaus Ink Business Preferred utilization ratio account reporting policy
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1