Real ChatGPT answer · index seedCM7DONUd3BkcompleteLegal · finding a lawyercomparison

Which corporate tax lawyer pricing structure is better for a small bootstrap startup trying to save money hourly billing or a flat project fee for setting up an LLC?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which corporate tax lawyer pricing structure is better for a small bootstrap startup trying to save money hourly billing or a flat project fee for setting up an LLC?
1 real search · 1 real-search pass
North Carolina LLC formation attorney flat fee hourly pricing operating agreement state filing fee official Secretary of StateGoogle ↗
OBSERVEDInstruction

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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
North Carolina LLC formation attorney flat fee hourly pricing operating agreement state filing fee official Secretary of State Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
North Carolina LLC formation attorney flat fee hourly pricing operating agreement state filing fee official Secretary of State
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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