Real ChatGPT answer · index seedrFANwJQB8xwcompleteInsurance · disability insurancecomparison

Is it usually cheaper to purchase private disability insurance through an independent broker or directly from providers like Lincoln Financial?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it usually cheaper to purchase private disability insurance through an independent broker or directly from providers like Lincoln Financial?
2 real searches · 1 real-search pass
individual disability insurance independent broker commission same premium direct insurer Lincoln Financial agent broker pricingGoogle ↗
OBSERVEDComparison
Lincoln Financial individual disability insurance buy direct independent broker commissions premiumsGoogle ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
individual disability insurance independent broker commission same premium direct insurer Lincoln Financial agent broker pricing Google ↗
Lincoln Financial individual disability insurance buy direct independent broker commissions premiums Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
individual disability insurance independent broker commission same premium direct insurer Lincoln Financial agent broker pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Lincoln Financial individual disability insurance buy direct independent broker commissions premiums
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1