Real ChatGPT answer · index seedQCy5eg9t9GccompleteInsurance · life insurancecomparison

Looking at Northwestern Mutual versus Guardian for key person insurance in our family business, which one offers better disability riders for the owners?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at Northwestern Mutual versus Guardian for key person insurance in our family business, which one offers better disability riders for the owners?
4 real searches · 1 real-search pass
Northwestern Mutual business disability insurance key person disability buyout rider officialGoogle ↗
OBSERVEDShort fact
Guardian business disability insurance key person disability buyout rider officialGoogle ↗
OBSERVEDDefinition
Northwestern Mutual disability insurance business owner riders residual disability recovery benefit officialGoogle ↗
OBSERVEDShort fact
Guardian disability insurance business owner riders residual disability recovery benefit officialGoogle ↗
OBSERVEDDefinition

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 (4)
Short fact50%Other / navigationalComparisonConsequenceReasonDefinition50%InstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Northwestern Mutual business disability insurance key person disability buyout rider official Google ↗
Guardian business disability insurance key person disability buyout rider official Google ↗
Northwestern Mutual disability insurance business owner riders residual disability recovery benefit official Google ↗
Guardian disability insurance business owner riders residual disability recovery benefit official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Northwestern Mutual business disability insurance key person disability buyout rider official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Guardian business disability insurance key person disability buyout rider official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
Northwestern Mutual disability insurance business owner riders residual disability recovery benefit official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Guardian disability insurance business owner riders residual disability recovery benefit official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1