Real ChatGPT answer · index seedC2YEAqlDfY4completeFinance and banking · cryptocurrencyinformational

What are the main bottlenecks developers face when deploying custom smart contracts for initial coin offerings on alternative layer one networks?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main bottlenecks developers face when deploying custom smart contracts for initial coin offerings on alternative layer one networks?
2 real searches · 1 real-search pass
alternative layer 1 blockchain smart contract development challenges tooling security audits interoperability developer ecosystem reportGoogle ↗
OBSERVEDComparison
ICOs smart contract deployment security token sale compliance blockchain developer challengesGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / 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
alternative layer 1 blockchain smart contract development challenges tooling security audits interoperability developer ecosystem report Google ↗
ICOs smart contract deployment security token sale compliance blockchain developer challenges Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
alternative layer 1 blockchain smart contract development challenges tooling security audits interoperability developer ecosystem report
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
ICOs smart contract deployment security token sale compliance blockchain developer challenges
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1