I need recommendations for disability insurance companies that have the highest payout success rates and lowest denial complaints among policyholders with dependent children.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need recommendations for disability insurance companies that have the highest payout success rates and lowest denial complaints among policyholders with dependent children.
3 real searches · 1 real-search pass
2025 2026 individual disability insurance carriers claim approval payout rate claims paid denial rate Guardian MassMutual Principal Northwestern Mutual AmeritasGoogle ↗
OBSERVEDReason
NAIC complaint index disability income insurance carriers 2024 2025 Guardian MassMutual Principal Northwestern Mutual AmeritasGoogle ↗
OBSERVEDReason
state insurance department disability income insurance complaint data company complaint ratios NAIC consumerGoogle ↗
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)
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
2025 2026 individual disability insurance carriers claim approval payout rate claims paid denial rate Guardian MassMutual Principal Northwestern Mutual Ameritas Google ↗
NAIC complaint index disability income insurance carriers 2024 2025 Guardian MassMutual Principal Northwestern Mutual Ameritas Google ↗
state insurance department disability income insurance complaint data company complaint ratios NAIC consumer Google ↗
- The Best Disability Insurance Companies of 2026 · cnbc.com
- Best Disability Insurance Companies (2024) · policygenius.com
- NAIC Consumer Insurance Search · content.naic.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 individual disability insurance carriers claim approval payout rate claims paid denial rate Guardian MassMutual Principal Northwestern Mutual Ameritas OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NAIC complaint index disability income insurance carriers 2024 2025 Guardian MassMutual Principal Northwestern Mutual Ameritas OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
state insurance department disability income insurance complaint data company complaint ratios NAIC consumer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |