The prototype works.
Now make it survive.
AppToProd turns Lovable, Bolt, Replit, v0, Base44 and Cursor projects into production-ready apps with checklists, deploy paths, cost calculators and stack decisions.
Interactive production tools
Production Readiness Check
Score ownership, security, data, revenue and operations.
Open file →TOOLCost Calculator
Estimate your production stack costs by builder and use case.
Open file →TOOLStack Recommender
Get a personalized stack recommendation for your AI app.
Open file →TOOLBuilder Comparison
Compare AI builders side by side.
Open file →TOOLJSON Formatter
Validate and format JSON for your API configs.
Open file →TOOLEnv Var Checker
Check if your environment variables are production-ready.
Open file →Three launch controls
From AI-generated to operated
Lovable
Prompt-to-app builder with managed and exportable paths
Managed or exportOpen file →BUILDERBolt.new
Browser AI builder with integrated hosting and external services
Netlify or managedOpen file →BUILDERReplit
AI development workspace with integrated publishing
Replit or externalOpen file →BUILDERv0
AI UI and application builder in the Vercel ecosystem
VercelOpen file →BUILDERBase44
Managed AI application builder
Managed onlyOpen file →BUILDERCursor
AI code editor rather than a managed hosting platform
Your choiceOpen file →Builder vs Builder
Lovable vs Bolt.new
Compare features, pricing, production readiness and lock-in.
Open file →VSLovable vs Replit
Compare features, pricing, production readiness and lock-in.
Open file →VSLovable vs v0
Compare features, pricing, production readiness and lock-in.
Open file →VSLovable vs Base44
Compare features, pricing, production readiness and lock-in.
Open file →VSLovable vs Cursor
Compare features, pricing, production readiness and lock-in.
Open file →VSBolt.new vs Replit
Compare features, pricing, production readiness and lock-in.
Open file →ALLSee all comparisons
15 builder comparisons
Browse all →Latest production guides
AI-built app production-readiness checklist
A launch order covering ownership, security, data, revenue and operations.
Open file →GUIDEHow to take a Lovable app to production
Export, hosting, auth, database, payments and monitoring checklist.
Open file →GUIDEHow to deploy a Bolt.new app to production
Code export, hosting choice, environment setup and launch.
Open file →GUIDESupabase RLS before launch
Treat browser-hidden UI as presentation, not authorization.
Open file →GUIDEVerify payment webhooks
Authenticate events, handle retries and make processing idempotent.
Open file →GUIDEControl AI API costs in production
Rate limits, caching, queuing and budget alerts for LLM apps.
Open file →Hosting is one layer. A launch also needs ownership, authorization, recoverability, observability, and a money path that survives retries.
Frequently Asked Questions
What is AppToProd?
AppToProd provides production-readiness checklists, deploy paths and infrastructure guidance for apps built with AI tools like Lovable, Bolt.new, Replit, v0, Base44 and Cursor.
Is AppToProd free?
Yes. All checklists, guides and tools are free. Some provider links may be affiliate links, which help support the site.
Does AppToProd scan my code?
No. AppToProd provides decision support and checklists. It does not scan code, run automated tests or certify security.
Which AI builders do you cover?
We cover Lovable, Bolt.new, Replit, v0, Base44 and Cursor — the most popular AI app builders in 2025-2026.