Real ChatGPT answer · index seedUcOHcGl1yckcompleteCareers and HR · hiring and recruitinginformational
Is it better for my social security benefits to accept a W2 employee position or an independent contractor role for a remote customer service job?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better for my social security benefits to accept a W2 employee position or an independent contractor role for a remote customer service job?
3 real searches · 1 real-search pass
2026 Social Security retirement earnings test limit official SSA 2026 self employment earnings SSDI SSIGoogle ↗
OBSERVEDReason
site:ssa.gov working while receiving disability benefits self-employment substantial gainful activity 2026Google ↗
OBSERVEDOther / navigational
site:ssa.gov SSI earned income self employment wages calculationGoogle ↗
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 (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
2026 Social Security retirement earnings test limit official SSA 2026 self employment earnings SSDI SSI Google ↗
site:ssa.gov working while receiving disability benefits self-employment substantial gainful activity 2026 Google ↗
site:ssa.gov SSI earned income self employment wages calculation Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Social Security retirement earnings test limit official SSA 2026 self employment earnings SSDI SSI OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:ssa.gov working while receiving disability benefits self-employment substantial gainful activity 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:ssa.gov SSI earned income self employment wages calculation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |