Real ChatGPT answer · index seedm0giMcNdtjIcompleteInsurance · disability insurancecommercial

I am comparing Guardian Life disability insurance quotes with Northwestern Mutual and need to know which one offers better rates for lower income earners.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am comparing Guardian Life disability insurance quotes with Northwestern Mutual and need to know which one offers better rates for lower income earners.
3 real searches · 1 real-search pass
Guardian disability insurance minimum monthly benefit individual disability income policy low income earners Northwestern Mutual minimum benefitGoogle ↗
OBSERVEDComparison
Northwestern Mutual disability income insurance minimum monthly benefit individual policy Guardian comparison premiumsGoogle ↗
OBSERVEDComparison
Guardian vs Northwestern Mutual individual disability insurance policy riders residual benefits underwritingGoogle ↗
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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Guardian disability insurance minimum monthly benefit individual disability income policy low income earners Northwestern Mutual minimum benefit Google ↗
Northwestern Mutual disability income insurance minimum monthly benefit individual policy Guardian comparison premiums Google ↗
Guardian vs Northwestern Mutual individual disability insurance policy riders residual benefits underwriting Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Guardian disability insurance minimum monthly benefit individual disability income policy low income earners Northwestern Mutual minimum benefit
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Northwestern Mutual disability income insurance minimum monthly benefit individual policy Guardian comparison premiums
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Guardian vs Northwestern Mutual individual disability insurance policy riders residual benefits underwriting
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1