Are employer sponsored group disability plans truly cheaper than buying an individual policy when factoring in taxes and portability?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are employer sponsored group disability plans truly cheaper than buying an individual policy when factoring in taxes and portability?
3 real searches · 1 real-search pass
IRS disability insurance benefits employer paid premiums employee after-tax contributions cafeteria plan taxable benefits publication 525Google ↗
OBSERVEDReason
NAIC disability income insurance group individual portability guaranteed renewable own occupation consumer guideGoogle ↗
OBSERVEDOther / navigational
employer group long term disability plan portability conversion individual disability insurance differences tax treatmentGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
IRS disability insurance benefits employer paid premiums employee after-tax contributions cafeteria plan taxable benefits publication 525 Google ↗
NAIC disability income insurance group individual portability guaranteed renewable own occupation consumer guide Google ↗
employer group long term disability plan portability conversion individual disability insurance differences tax treatment Google ↗
- Life insurance & disability insurance proceeds 1 · irs.gov
- Publication 525 (2025), Taxable and Nontaxable Income · irs.gov
- Simplifying the Complications of Disability Insurance · content.naic.org
- Individuals Versus Group · maine.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS disability insurance benefits employer paid premiums employee after-tax contributions cafeteria plan taxable benefits publication 525 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NAIC disability income insurance group individual portability guaranteed renewable own occupation consumer guide OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
employer group long term disability plan portability conversion individual disability insurance differences tax treatment OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |