What are the top rated disability insurance alternatives to Lincoln Financial for someone who works in construction and has a higher risk job
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top rated disability insurance alternatives to Lincoln Financial for someone who works in construction and has a higher risk job
2 real searches · 1 real-search pass
individual disability insurance construction workers high risk occupation underwriting Guardian Principal MassMutual Ameritas Mutual of Omaha occupational classes exclusionsGoogle ↗
OBSERVEDDefinition
disability insurance high risk occupations construction contractor own occupation policy insurers underwriting 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 (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
individual disability insurance construction workers high risk occupation underwriting Guardian Principal MassMutual Ameritas Mutual of Omaha occupational classes exclusions Google ↗
disability insurance high risk occupations construction contractor own occupation policy insurers underwriting 2026 Google ↗
- For Individuals · disabilityunderwriters.com
- Illinois Mutual website · illinoismutual.com
- Best Disability Insurance Companies 2026 · seaworthy.io
- Disability Insurance Carriers · seaworthy.io
- What Factors Affect Disability Insurance Underwriting? · policygenius.com
- Disability Income · producersxl.com
- Principal website · principal.com
- The Standard website · standard.com
- Own Occupation Disability Insurance · guardianlife.com
- Guardian disability insurance · guardianlife.com
- MassMutual website · massmutual.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
individual disability insurance construction workers high risk occupation underwriting Guardian Principal MassMutual Ameritas Mutual of Omaha occupational classes exclusions OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
disability insurance high risk occupations construction contractor own occupation policy insurers underwriting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |