Real ChatGPT answer · index seedn881CBZEFGEcompleteInsurance · life insuranceinformational

Are there any specific life insurance carriers that do not penalize applicants with a history of treated sleep apnea when calculating preferred plus non-tobacco rates?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any specific life insurance carriers that do not penalize applicants with a history of treated sleep apnea when calculating preferred plus non-tobacco rates?
3 real searches · 1 real-search pass
life insurance underwriting sleep apnea preferred plus non tobacco carrier underwriting guidelines treated obstructive sleep apneaGoogle ↗
OBSERVEDComparison
life insurance companies sleep apnea underwriting preferred plus rates CPAP compliantGoogle ↗
OBSERVEDReason
John Hancock Banner Protective Pacific Life life insurance sleep apnea underwriting guidelines preferred plusGoogle ↗
OBSERVEDComparison

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 / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

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 underwriting sleep apnea preferred plus non tobacco carrier underwriting guidelines treated obstructive sleep apnea Google ↗
life insurance companies sleep apnea underwriting preferred plus rates CPAP compliant Google ↗
John Hancock Banner Protective Pacific Life life insurance sleep apnea underwriting guidelines preferred plus Google ↗
  1. Underwriting Highlights · finpro.protective.com
  2. Advanced Markets · portal.equitable.com
  3. FAQ | Banner Life family of companies · bannerlife.com
  4. Banner Life Underwriting Guide 2025 | PDF | Stroke · scribd.com
  5. Underwriting Strengths · a7d9021b860b18c4222a-d761a6fa6590560fc9f9e4d318d2556e.ssl.cf1.rackcdn.com
  6. UNDERWRITING GUIDELINES · innovativeunderwriters.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
life insurance underwriting sleep apnea preferred plus non tobacco carrier underwriting guidelines treated obstructive sleep apnea
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
life insurance companies sleep apnea underwriting preferred plus rates CPAP compliant
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
John Hancock Banner Protective Pacific Life life insurance sleep apnea underwriting guidelines preferred plus
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1