Real ChatGPT answer · index seedsWasPDEDQI8completeInsurance · life insurancecommercial

Which insurance providers currently offer the best rates on family income protection plans for a single earner supporting aging parents?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance providers currently offer the best rates on family income protection plans for a single earner supporting aging parents?
3 real searches · 1 real-search pass
best individual disability insurance companies 2026 rates premiums Guardian Principal MassMutual Ameritas The StandardGoogle ↗
OBSERVEDComparison
individual disability insurance quotes rates factors own occupation benefit period elimination period United States 2026Google ↗
OBSERVEDComparison
best life insurance family income protection single income aging parents term life disability insurance comparison 2026Google ↗
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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
best individual disability insurance companies 2026 rates premiums Guardian Principal MassMutual Ameritas The Standard Google ↗
individual disability insurance quotes rates factors own occupation benefit period elimination period United States 2026 Google ↗
best life insurance family income protection single income aging parents term life disability insurance comparison 2026 Google ↗
  1. Get a quote · mutualofomaha.com
  2. Get a quote · ameritas.com
  3. Get a quote · principal.com
  4. Get a quote · massmutual.com
  5. Get a quote · guardianlife.com
  6. Best Disability Insurance Companies Of 2026 · forbes.com
  7. The Best Disability Insurance Companies of 2026 · cnbc.com
  8. What does Long Term Disability Insurance Cost · guardianlife.com
  9. Compare Disability Insurance Quotes · simplyinsurance.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best individual disability insurance companies 2026 rates premiums Guardian Principal MassMutual Ameritas The Standard
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
individual disability insurance quotes rates factors own occupation benefit period elimination period United States 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
best life insurance family income protection single income aging parents term life disability insurance comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1