Real ChatGPT answer · index seedheGcy2i1cCscompleteLegal · business lawcomparison

Is Stripe Atlas better than Clerky for setting up the legal structure of a software startup founded by recent college grads?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Stripe Atlas better than Clerky for setting up the legal structure of a software startup founded by recent college grads?
3 real searches · 1 real-search pass
Stripe Atlas vs Clerky startup incorporation comparison 2026 pricing features founder stock 83(b) IP assignmentGoogle ↗
OBSERVEDComparison
Stripe Atlas official pricing Delaware C corp incorporation documents founder stock 83(b) electionGoogle ↗
OBSERVEDDefinition
Clerky official pricing incorporation Delaware C corp founder stock 83(b) IP assignmentGoogle ↗
OBSERVEDReason

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 factOther / navigationalComparison33%ConsequenceReason33%Definition33%InstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Stripe Atlas vs Clerky startup incorporation comparison 2026 pricing features founder stock 83(b) IP assignment Google ↗
Stripe Atlas official pricing Delaware C corp incorporation documents founder stock 83(b) election Google ↗
Clerky official pricing incorporation Delaware C corp founder stock 83(b) IP assignment Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Stripe Atlas vs Clerky startup incorporation comparison 2026 pricing features founder stock 83(b) IP assignment
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Stripe Atlas official pricing Delaware C corp incorporation documents founder stock 83(b) election
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
Clerky official pricing incorporation Delaware C corp founder stock 83(b) IP assignment
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1