I want to protect my 401k contributions if I get sick, so which disability insurance providers offer the best retirement contribution protection riders this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to protect my 401k contributions if I get sick, so which disability insurance providers offer the best retirement contribution protection riders this year?
2 real searches · 1 real-search pass
2026 disability insurance retirement protection rider providers retirement contribution protection rider detailsGoogle ↗
OBSERVEDDefinition
2026 individual disability insurance retirement protection rider 401(k) contributions providers Principal Guardian Ameritas MassMutualGoogle ↗
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 disability insurance retirement protection rider providers retirement contribution protection rider details Google ↗
2026 individual disability insurance retirement protection rider 401(k) contributions providers Principal Guardian Ameritas MassMutual Google ↗
- 2026 carrier comparison · seaworthy.io
- Principal's product information · principal.com
- MassMutual RetireGuard brochure · massmutual.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 disability insurance retirement protection rider providers retirement contribution protection rider details OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
2026 individual disability insurance retirement protection rider 401(k) contributions providers Principal Guardian Ameritas MassMutual OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |