Real ChatGPT answer · index seedjCM0LqHIK8YcompleteFinance and banking · credit scores and repaircomparison

Credit Karma vs Experian premium subscription which app gives me more accurate info on my actual FICO score

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Credit Karma vs Experian premium subscription which app gives me more accurate info on my actual FICO score
2 real searches · 1 real-search pass
Credit Karma credit score model VantageScore 3.0 official FAQ Experian Premium FICO scores included 2026Google ↗
OBSERVEDOther / navigational
Experian Premium membership FICO score versions official Experian credit scoresGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
Credit Karma credit score model VantageScore 3.0 official FAQ Experian Premium FICO scores included 2026 Google ↗
Experian Premium membership FICO score versions official Experian credit scores Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Credit Karma credit score model VantageScore 3.0 official FAQ Experian Premium FICO scores included 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Experian Premium membership FICO score versions official Experian credit scores
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1