Real ChatGPT answer · index seedxqKiAwQVKOMcompleteFinance and banking · credit scores and repaircomparison
Credit Karma versus Experian, which platform gives a more realistic credit score for a small business owner trying to get a merchant cash advance?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Credit Karma versus Experian, which platform gives a more realistic credit score for a small business owner trying to get a merchant cash advance?
3 real searches · 1 real-search pass
merchant cash advance underwriting personal credit score FICO VantageScore Experian Credit Karma requirementsGoogle ↗
OBSERVEDReason
Experian Credit Karma scores VantageScore 3.0 FICO official explanationGoogle ↗
OBSERVEDReason
merchant cash advance underwriting factors bank statements revenue credit score small business official lenderGoogle ↗
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). 2 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
merchant cash advance underwriting personal credit score FICO VantageScore Experian Credit Karma requirements Google ↗
Experian Credit Karma scores VantageScore 3.0 FICO official explanation Google ↗
merchant cash advance underwriting factors bank statements revenue credit score small business official lender Google ↗
- VERSION 3 · files.consumerfinance.gov
- What Lenders Look for in an MCA · axiantpartners.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
merchant cash advance underwriting personal credit score FICO VantageScore Experian Credit Karma requirements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Experian Credit Karma scores VantageScore 3.0 FICO official explanation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
merchant cash advance underwriting factors bank statements revenue credit score small business official lender OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |