What are the best alternatives to MetLife long term disability insurance for a freelance parent wanting stable rates and good chronic illness coverage
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best alternatives to MetLife long term disability insurance for a freelance parent wanting stable rates and good chronic illness coverage
2 real searches · 1 real-search pass
best individual long term disability insurance companies self employed freelance 2026 Guardian MassMutual Principal Ameritas Standard policy featuresGoogle ↗
OBSERVEDComparison
individual disability insurance chronic illness exclusions pre-existing conditions residual disability noncancelable guaranteed renewable self employed underwritingGoogle ↗
OBSERVEDYes / no
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
best individual long term disability insurance companies self employed freelance 2026 Guardian MassMutual Principal Ameritas Standard policy features Google ↗
individual disability insurance chronic illness exclusions pre-existing conditions residual disability noncancelable guaranteed renewable self employed underwriting Google ↗
- Disability Insurance for the Self-Employed · seaworthy.io
- Best Disability Insurance Companies 2026 · seaworthy.io
- Disability Insurance for Business Owners · seaworthy.io
- The Best Disability Insurance Companies of 2026 · cnbc.com
- Long-Term Disability Insurance for Self-Employed People · policygenius.com
- Policy Features · maine.gov
- 2025 annual survey of the U.S. individual disability income insurance market · media.milliman.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best individual long term disability insurance companies self employed freelance 2026 Guardian MassMutual Principal Ameritas Standard policy features OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
individual disability insurance chronic illness exclusions pre-existing conditions residual disability noncancelable guaranteed renewable self employed underwriting OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |