Real ChatGPT answer · index seedimHf85DGQW8completeInsurance · disability insurancecomparison

How does Guardian Life disability insurance compare to Lincoln Financial for a single-income family with two kids?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does Guardian Life disability insurance compare to Lincoln Financial for a single-income family with two kids?
3 real searches · 1 real-search pass
Guardian Life individual disability insurance policy features own occupation residual disability COLA future increase optionsGoogle ↗
OBSERVEDComparison
Lincoln Financial individual disability insurance policy features own occupation residual disability COLA future increase optionsGoogle ↗
OBSERVEDComparison
Guardian vs Lincoln Financial individual disability insurance comparison claims financial strength policy ridersGoogle ↗
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). 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
Guardian Life individual disability insurance policy features own occupation residual disability COLA future increase options Google ↗
Lincoln Financial individual disability insurance policy features own occupation residual disability COLA future increase options Google ↗
Guardian vs Lincoln Financial individual disability insurance comparison claims financial strength policy riders Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Guardian Life individual disability insurance policy features own occupation residual disability COLA future increase options
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Lincoln Financial individual disability insurance policy features own occupation residual disability COLA future increase options
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Guardian vs Lincoln Financial individual disability insurance comparison claims financial strength policy riders
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1