Vibe Coding Study

Which AI coding tool have you mostly used in the last 6 months?

A

Google Antigravity

B

Replit

C

Bolt

D

Windsurf

E

Lovable

F

Google AI Studio

G

Claude Code

H

Base44

I

Cursor

J

None

K

Other

Which best describes you and the primary project you are building with AI coding tools?

A

Agency / developer for hire - Building an app for a paying client

B

Product manager - Prototyping/validating a new feature/product for my company

C

Private person - Just Learning/experimenting building fun/personal non-commercial apps

D

Startup founder - building a commercial product/MVP

E

Other

What is your role and technical expertise in this project?

A

Technical Lead/Dev: I can read and modify the code, but I use AI to move faster

B

Product Manager: I can read some code, but I let developers handle coding

C

Business/Non-Technical: I rely 100% on the AI; I can't read the code it generates

D

Other

Assuming that you'd like to use your project in real production, what are the main gaps? (choose all that apply)

A

Performance at scale

B

None - it's a prototype/casual/private app, not designed for real production

C

Maintainability

D

Vendor lock-in

E

Client side architecture and logic

F

Security

G

Other

What is the current "State of Emergency" for your project?

A

Everything works fine; I’m happy with Supabase/Client-side logic

B

I have hit a security/scalability/maintainability/performance wall and need to move to a real backend immediately

C

I’m worried about security/scalability/maintainability/performance, but it works for now

D

Other

Which workflow sounds more valuable to you?

A

I'm not using no-code builders (Lovable/Bolt/Replit/Base44) only AI assisted tools/IDEs

B

One-Time Eject - I want to export my Lovable/Bolt/Replit/Base44 code to a real backend once, and then I will take over manual/AI assisted coding forever

C

Continuous Sync - I want to keep using Lovable/Bolt/Replit/Base44 because it's fast, but have a tool that continuously syncs my new changes to a real backend

D

Other

If a tool could let you KEEP using Lovable/Bolt/Replit/Base44, but automatically managed a real backend for you (Continuous Sync), will you pay for it?

A

I would only pay a one-time fee to export it

B

I would pay a subscription to keep the "Sync" alive

C

Other

How much would it be worth?

A

$100-$200 for one time export

B

$0

C

$20-$29/mo for continuous sync

D

$99/mo for continuous sync plus hosting

E

Other

If you decide to migrate this app to a "Real Stack," who approves the budget?

A

My Client

B

My CEO/CPO/CTO/VP R&D

C

I do

D

Other

In your view, what is the biggest hurdle for budget approval and adoption?

A

Not enough value

B

R&D team resitance

C

Cost

D

We can build this ourselves

E

Other

Would you like to get early access to such a tool?

A

Yesss!

B

I'll pass