What specific criteria do underwriters use to classify someone as a smoker for life insurance pricing purposes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific criteria do underwriters use to classify someone as a smoker for life insurance pricing purposes?
1 real search · 1 real-search pass
life insurance underwriting smoker classification nicotine tobacco use cigar vaping nicotine replacement occasional use lookback period insurer 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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
life insurance underwriting smoker classification nicotine tobacco use cigar vaping nicotine replacement occasional use lookback period insurer guidelines Google ↗
- Non-Smoker/Non-Nicotine Qualifications · producer.mutualofomaha.com
- The truth about life insurance & smoking · johnhancock.com
- Life Insurance for Smokers: What You Need to Know · newyorklife.com
- Approved vendors Frequently asked questions Ra · pinneyinsurance.com
- Life Insurance Underwriting Guide 2024 | PDF | Life Insurance · scribd.com
- Life Insurance for Smokers and Tobacco Users + Current Rates · nerdwallet.com
- Preferred Stretch Program | Financial Professional · securian.com
- Life Insurance Field Underwriting Guide · innovativeunderwriters.com