Real ChatGPT answer · index seed1AuJZs9oZQUcompleteParenting and family · family financescomparison

Is NerdWallet or Bankrate more accurate right now for comparing current mortgage rates for a self employed borrower buying a family home?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is NerdWallet or Bankrate more accurate right now for comparing current mortgage rates for a self employed borrower buying a family home?
3 real searches · 1 real-search pass
NerdWallet mortgage rates today November 1 2026 methodology average APR lenders survey self employed borrowerGoogle ↗
OBSERVEDOther / navigational
Bankrate mortgage rates today November 1 2026 methodology average APR survey lendersGoogle ↗
OBSERVEDReason
NerdWallet vs Bankrate mortgage rate comparison methodology rate averages lender sampleGoogle ↗
OBSERVEDComparison

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 / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

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
NerdWallet mortgage rates today November 1 2026 methodology average APR lenders survey self employed borrower Google ↗
Bankrate mortgage rates today November 1 2026 methodology average APR survey lenders Google ↗
NerdWallet vs Bankrate mortgage rate comparison methodology rate averages lender sample Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NerdWallet mortgage rates today November 1 2026 methodology average APR lenders survey self employed borrower
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Bankrate mortgage rates today November 1 2026 methodology average APR survey lenders
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NerdWallet vs Bankrate mortgage rate comparison methodology rate averages lender sample
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1