Real ChatGPT answer · index seedMNx1v0ZMCZYcompleteFinance and banking · credit scores and repaircommercial

I am comparing self lender credit builder accounts against Kikoff to see which one costs less in total interest and monthly fees

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am comparing self lender credit builder accounts against Kikoff to see which one costs less in total interest and monthly fees
2 real searches · 1 real-search pass
2026 Self credit builder account plans monthly payment APR administrative fee official pricingGoogle ↗
OBSERVED
2026 Kikoff credit account membership monthly fee credit builder loan official pricingGoogle ↗
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 Self credit builder account plans monthly payment APR administrative fee official pricing Google ↗
2026 Kikoff credit account membership monthly fee credit builder loan official pricing Google ↗
  1. Credit Builder Account Pricing · self.inc
  2. Credit Builder Account · self.inc
  3. Pricing · kikoff.com
  4. How Kikoff Works · kikoffsupport.zendesk.com
  5. Best Credit Builder Loans and Accounts · lendedu.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Self credit builder account plans monthly payment APR administrative fee official pricing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Kikoff credit account membership monthly fee credit builder loan official pricing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1