Real ChatGPT answer · index seedXX6LDAqBR34completeCareers and HR · job searchinformational

How do I accurately estimate my tax burden and overhead costs when moving from a W2 role to freelance software development?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I accurately estimate my tax burden and overhead costs when moving from a W2 role to freelance software development?
2 real searches · 1 real-search pass
IRS self-employed individuals tax center estimated taxes self-employment tax 2026 QBI deduction officialGoogle ↗
OBSERVEDReason
New York State NYC resident income tax rates 2026 official freelance self employed taxesGoogle ↗
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 center estimated taxes self-employment tax 2026 QBI deduction official Google ↗
New York State NYC resident income tax rates 2026 official freelance self employed taxes Google ↗
  1. Estimated taxes · irs.gov
  2. Self-employed individuals tax center · irs.gov
  3. Estimated taxes · tax.ny.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS self-employed individuals tax center estimated taxes self-employment tax 2026 QBI deduction official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
New York State NYC resident income tax rates 2026 official freelance self employed taxes
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1