Early Access Survey

Protocol: Market Validation

Help us build the perfect tool. Takes a few minutes.

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Section 1 of 11 9%

About You

Help us understand who you are.

Your Role *

Software Engineer Data Engineer Data Analyst / Scientist Tech Lead / Architect CTO / Founder Product Manager DevOps Engineer Other

Industry *

SaaS / Tech Finance / Fintech Healthcare E-commerce Education Other

Years of Experience with SQL/Databases

0 years 5 years 20+ years

Company Size *

Solo / Freelance 2-10 employees 11-50 employees 51-200 employees 201-1000 employees 1000+ employees

Database Environment

Tell us about your database setup.

Which databases do you use? * (Select all that apply)

PostgreSQL MySQL / MariaDB Snowflake BigQuery Redshift ClickHouse MongoDB SQLite Other

How often do you write SQL queries? *

Multiple times per day Daily Weekly Monthly Rarely

How many people on your team work with databases?

1 person 5 people 50+ people

Pain Points

What frustrates you about working with databases?

What's the most annoying thing about writing SQL? *

How afraid are you of accidentally breaking something? *

Not worried Terrified

Hours per week spent writing/debugging SQL

0 hours 5 hours 40+ hours

AI & Trust

How do you feel about AI for database work?

Do you currently use AI to write SQL? *

Yes, frequently Sometimes Tried it, didn't like it No, I don't trust it No, it's prohibited at my company

How much do you trust AI-generated SQL? *

Never trust it Fully trust it

Is local-only (data never leaves your device) a requirement? *

Yes, absolutely required Preferred but not required Don't care

What's your biggest concern about using AI for SQL? (Optional)

Early Access Details

How can we reach you?

Work Email *

Full Name (Optional)

Interested in beta testing? *

Yes, sign me up! Maybe, tell me more first Just keep me updated

Anything else you'd like us to know? (Optional)

Transmission Complete

Survey data received successfully.

We'll be in touch soon with early access details.

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