Real ChatGPT answer · index seedE7Evf4Y8ajIcompleteInsurance · life insuranceinformational

Are there any special quitting smoking programs that insurance companies recognize to lower smoker life insurance rates after age seventy?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any special quitting smoking programs that insurance companies recognize to lower smoker life insurance rates after age seventy?
3 real searches · 1 real-search pass
life insurance nonsmoker rates how long quit smoking tobacco free 12 months 24 months underwriting age 70Google ↗
OBSERVEDYes / no
life insurance smoking cessation program insurer recognize proof quit smoking nonsmoker underwriting United StatesGoogle ↗
OBSERVEDYes / no
life insurance seniors over 70 smoker nonsmoker rates tobacco cessation underwriting guidelinesGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason33%DefinitionInstructionYes / no67%

Classes come from the query-classifier (a local Laya model). 3 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
life insurance nonsmoker rates how long quit smoking tobacco free 12 months 24 months underwriting age 70 Google ↗
life insurance smoking cessation program insurer recognize proof quit smoking nonsmoker underwriting United States Google ↗
life insurance seniors over 70 smoker nonsmoker rates tobacco cessation underwriting guidelines Google ↗
  1. Page 1 of 7 · docs.crumplifeinsurance.com
  2. A FIELD GUIDE TO UNDERWRITING: · a7d9021b860b18c4222a-d761a6fa6590560fc9f9e4d318d2556e.ssl.cf1.rackcdn.com
  3. Life Insurance for Smokers and Tobacco Users + Current Rates · nerdwallet.com
  4. The truth about life insurance & smoking · johnhancock.com
  5. Why Do Life Insurance Companies Test for Nicotine · ethos.com
  6. Quit Smoking Advantage · na-insurance.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
life insurance nonsmoker rates how long quit smoking tobacco free 12 months 24 months underwriting age 70
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
life insurance smoking cessation program insurer recognize proof quit smoking nonsmoker underwriting United States
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
life insurance seniors over 70 smoker nonsmoker rates tobacco cessation underwriting guidelines
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1