Real ChatGPT answer · index seedT9OYJTDu0y8completeInsurance · life insurancecommercial

What specific medical conditions and prescription histories trigger an automatic decline during a fully underwritten life insurance medical exam

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific medical conditions and prescription histories trigger an automatic decline during a fully underwritten life insurance medical exam
2 real searches · 1 real-search pass
life insurance underwriting guide declined conditions HIV AIDS cancer heart disease diabetes kidney disease prescription history underwriting manualGoogle ↗
OBSERVEDInstruction
life insurance underwriting prescription medication history automatic decline conditions insurer underwriting guideGoogle ↗
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 / navigationalComparisonConsequence50%ReasonDefinitionInstruction50%Yes / 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
life insurance underwriting guide declined conditions HIV AIDS cancer heart disease diabetes kidney disease prescription history underwriting manual Google ↗
life insurance underwriting prescription medication history automatic decline conditions insurer underwriting guide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
life insurance underwriting guide declined conditions HIV AIDS cancer heart disease diabetes kidney disease prescription history underwriting manual
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
life insurance underwriting prescription medication history automatic decline conditions insurer underwriting guide
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1