Which insurers are currently offering the most reliable income protection plans for self-employed individuals with unpredictable chronic health flare-ups?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which insurers are currently offering the most reliable income protection plans for self-employed individuals with unpredictable chronic health flare-ups?
5 real searches · 1 real-search pass
2026 individual disability insurance self employed chronic pre-existing condition underwriting own occupation residual disability insurers Guardian Principal MassMutual AmeritasGoogle ↗
OBSERVEDYes / no
Guardian individual disability insurance residual disability own occupation guaranteed renewable officialGoogle ↗
OBSERVEDDefinition
Principal individual disability insurance self employed residual disability officialGoogle ↗
OBSERVEDShort fact
MassMutual individual disability income insurance residual disability officialGoogle ↗
OBSERVEDReason
Ameritas individual disability income insurance residual disability officialGoogle ↗
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
2026 individual disability insurance self employed chronic pre-existing condition underwriting own occupation residual disability insurers Guardian Principal MassMutual Ameritas Google ↗
Guardian individual disability insurance residual disability own occupation guaranteed renewable official Google ↗
Principal individual disability insurance self employed residual disability official Google ↗
MassMutual individual disability income insurance residual disability official Google ↗
Ameritas individual disability income insurance residual disability official Google ↗
- Principal official website · principal.com
- Guardian disability insurance · guardianlife.com
- MassMutual disability insurance · massmutual.com
- The Standard official website · standard.com
- Ameritas official website · ameritas.com
- Best Disability Insurance Companies 2026 · seaworthy.io
- State of Disability Underwriting (2026) · seaworthy.io
- Disability Insurance for the Self-Employed · seaworthy.io
- Own-Occupation Definitions Compared Across the Top Carriers · seaworthy.io
- Best Residual Disability Riders: Provider Comparison 2026 · medmoneyguide.com
- Underwriting Practices · massmutual.com
- Pre-Existing Condition Exclusion Period (Individual Policy) · help.georgiaaccess.gov
- Disability Insurance · mass.gov
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 individual disability insurance self employed chronic pre-existing condition underwriting own occupation residual disability insurers Guardian Principal MassMutual Ameritas OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Guardian individual disability insurance residual disability own occupation guaranteed renewable official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Principal individual disability insurance self employed residual disability official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
MassMutual individual disability income insurance residual disability official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ameritas individual disability income insurance residual disability official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |