Real ChatGPT answer · index seeddHwJQnYLdcscompleteCareers and HR · career changeinformational

How much does it realistically cost to legally register a freelance business in California versus doing it as a sole proprietor?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does it realistically cost to legally register a freelance business in California versus doing it as a sole proprietor?
3 real searches · 1 real-search pass
California Secretary of State LLC Articles of Organization filing fee $70 Statement of Information $20 official 2026Google ↗
OBSERVEDShort fact
California Franchise Tax Board LLC annual tax $800 first year 2026 officialGoogle ↗
OBSERVEDShort fact
California sole proprietor fictitious business name county business license CalGold official feesGoogle ↗
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)
Short fact67%Other / navigational33%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
California Secretary of State LLC Articles of Organization filing fee $70 Statement of Information $20 official 2026 Google ↗
California Franchise Tax Board LLC annual tax $800 first year 2026 official Google ↗
California sole proprietor fictitious business name county business license CalGold official fees Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California Secretary of State LLC Articles of Organization filing fee $70 Statement of Information $20 official 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
California Franchise Tax Board LLC annual tax $800 first year 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
California sole proprietor fictitious business name county business license CalGold official fees
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1