Which insurance providers are currently considered the best for college grads looking into individual disability income policies rather than relying solely on their new employer group plan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which insurance providers are currently considered the best for college grads looking into individual disability income policies rather than relying solely on their new employer group plan?
2 real searches · 1 real-search pass
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). 1 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 disability insurance companies 2026 Guardian Principal MassMutual Ameritas Standard policy comparison Google ↗
individual disability income insurance best carriers own occupation future increase rider college graduates 2026 Google ↗
- The Best Disability Insurance Companies of 2026 · cnbc.com
- Best Disability Insurance Companies 2026 · seaworthy.io
- Disability Insurance Carriers · seaworthy.io
- Own-Occupation Definitions Compared Across the Top Carriers · seaworthy.io
- 5 Leading Own-Occupation Disability Insurance Carriers · mddisabilityquotes.com
- MassMutual Massachusetts Mutual Life Insurance C · massmutual.com
- 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 disability insurance companies 2026 Guardian Principal MassMutual Ameritas Standard policy comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
individual disability income insurance best carriers own occupation future increase rider college graduates 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |