Real ChatGPT answer · index seede0ly2eGAs04completeLegal · finding a lawyercomparison

Which legal provider offers better value for LLC amendments in Delaware, LegalZoom or a boutique corporate law firm?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which legal provider offers better value for LLC amendments in Delaware, LegalZoom or a boutique corporate law firm?
3 real searches · 1 real-search pass
LegalZoom Delaware LLC amendment service price amendment certificate of amendment LLCGoogle ↗
OBSERVEDReason
Delaware LLC certificate of amendment filing fee official Division of Corporations 2026Google ↗
OBSERVEDShort fact
Delaware boutique corporate law firm LLC amendment flat fee Delaware attorneyGoogle ↗
OBSERVEDDefinition

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 fact33%Other / navigationalComparisonConsequenceReason33%Definition33%InstructionYes / 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
LegalZoom Delaware LLC amendment service price amendment certificate of amendment LLC Google ↗
Delaware LLC certificate of amendment filing fee official Division of Corporations 2026 Google ↗
Delaware boutique corporate law firm LLC amendment flat fee Delaware attorney Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LegalZoom Delaware LLC amendment service price amendment certificate of amendment LLC
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Delaware LLC certificate of amendment filing fee official Division of Corporations 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Delaware boutique corporate law firm LLC amendment flat fee Delaware attorney
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1