Real ChatGPT answer · index seedxi0kSUJVtVocompleteLegal · finding a lawyercommercial

What are the pros and cons of using Nolo legal self help guides versus paying a local attorney a flat fee to handle a simple business incorporation?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the pros and cons of using Nolo legal self help guides versus paying a local attorney a flat fee to handle a simple business incorporation?
2 real searches · 1 real-search pass
South Carolina Secretary of State domestic corporation articles of incorporation filing fee requirements 2026Google ↗
OBSERVEDInstruction
South Carolina small business corporation formation attorney flat fee typical cost incorporation servicesGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
South Carolina Secretary of State domestic corporation articles of incorporation filing fee requirements 2026 Google ↗
South Carolina small business corporation formation attorney flat fee typical cost incorporation services Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
South Carolina Secretary of State domestic corporation articles of incorporation filing fee requirements 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
South Carolina small business corporation formation attorney flat fee typical cost incorporation services
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1