Looking for the most affordable disability insurance providers that specifically use a true own occupation definition for software engineers.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the most affordable disability insurance providers that specifically use a true own occupation definition for software engineers.
2 real searches · 1 real-search pass
2026 individual disability insurance true own occupation providers software engineers Massachusetts Guardian Berkshire Principal Ameritas Standard definitions premiums affordabilityGoogle ↗
OBSERVEDComparison
individual disability insurance true own occupation software engineer occupation class premiums providers Guardian Ameritas Principal Standard MassachusettsGoogle ↗
OBSERVEDOther / navigational
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
2026 individual disability insurance true own occupation providers software engineers Massachusetts Guardian Berkshire Principal Ameritas Standard definitions premiums affordability Google ↗
individual disability insurance true own occupation software engineer occupation class premiums providers Guardian Ameritas Principal Standard Massachusetts Google ↗
- Own-Occupation Definitions Compared Across the Top Carriers · seaworthy.io
- Best Disability Insurance Companies 2026 · seaworthy.io
- White-Collar Disability Insurance Classes and Prices · seaworthy.io
- Individual Disability Insurance · standard.com
- Disability Insurance · mass.gov
- Principal disability insurance · principal.com
- The Standard · standard.com
- Ameritas · ameritas.com
- Guardian · guardianlife.com
- MassMutual · massmutual.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 individual disability insurance true own occupation providers software engineers Massachusetts Guardian Berkshire Principal Ameritas Standard definitions premiums affordability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
individual disability insurance true own occupation software engineer occupation class premiums providers Guardian Ameritas Principal Standard Massachusetts OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |