Real ChatGPT answer · index seedtxnVipdr7WYcompleteInsurance · life insurancehowto

Can you guide me through the process of lowering my monthly life insurance premium if I recently quit smoking and lost weight?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you guide me through the process of lowering my monthly life insurance premium if I recently quit smoking and lost weight?
2 real searches · 1 real-search pass
life insurance smoker nonsmoker reclassification existing policy quit smoking underwriting reconsideration insurer official guidanceGoogle ↗
OBSERVEDReason
NAIC life insurance policy change premium underwriting reconsideration new policy existing policyGoogle ↗
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%Reason50%DefinitionInstructionYes / 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 smoker nonsmoker reclassification existing policy quit smoking underwriting reconsideration insurer official guidance Google ↗
NAIC life insurance policy change premium underwriting reconsideration new policy existing policy Google ↗
  1. Insurance Topics | Accelerated Underwriting · content.naic.org
  2. Life Insurance for Smokers: How to Choose · edge.www-moo-prod.cld.mutualofomaha.com
  3. Can You Switch Life Insurance Policies? · nylaarp.newyorklife.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
life insurance smoker nonsmoker reclassification existing policy quit smoking underwriting reconsideration insurer official guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NAIC life insurance policy change premium underwriting reconsideration new policy existing policy
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1