Real ChatGPT answer · index seedAi41yeXQaXwcompleteCareers and HR · salaries and paycomparison

What are the hidden costs of being a 1099 contractor regarding health insurance and retirement matching compared to making the same gross amount as a W2 worker?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the hidden costs of being a 1099 contractor regarding health insurance and retirement matching compared to making the same gross amount as a W2 worker?
2 real searches · 1 real-search pass
IRS self-employed individuals tax social security Medicare 15.3% employer employee portions 2026 health insurance deduction solo 401k contribution rulesGoogle ↗
OBSERVEDReason
KFF employer health insurance premiums employer contribution average 2025 annual employer-sponsored coverageGoogle ↗
OBSERVEDShort fact

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)
Short fact50%Other / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / no

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
IRS self-employed individuals tax social security Medicare 15.3% employer employee portions 2026 health insurance deduction solo 401k contribution rules Google ↗
KFF employer health insurance premiums employer contribution average 2025 annual employer-sponsored coverage Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS self-employed individuals tax social security Medicare 15.3% employer employee portions 2026 health insurance deduction solo 401k contribution rules
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
KFF employer health insurance premiums employer contribution average 2025 annual employer-sponsored coverage
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1