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How to migrate off AI app builders.

A step-by-step framework: export, audit, stand up, migrate, cut over, decommission. Without downtime, data loss, or an SEO disaster.

By Hyder ShahFounder · Afterbuild LabsLast updated 2026-04-15

Why teams migrate

The 10-step framework

  1. 01Export your codebase to GitHub. Most AI builders support this — Lovable, Replit, Bolt, Base44 (limited).
  2. 02Audit dependencies, secrets, and external services. Document every integration.
  3. 03Choose the target stack. Default for most: Next.js + Postgres + Vercel + your auth provider.
  4. 04Stand up the target infra in parallel. Don't touch the old system yet.
  5. 05Migrate the schema. Export, transform, load to the new DB. Validate counts and constraints.
  6. 06Migrate code page-by-page in dependency order. Refactor as you go — don't ship AI code untouched.
  7. 07Add tests on the critical paths (auth, payments, data writes).
  8. 08Run staging cutover with real data. Validate every flow.
  9. 09Production cutover: DNS swap, redirects, traffic monitoring, rollback ready.
  10. 10Decommission the old system after a one-week parallel-run window.

Per-platform notes

The 10-step framework is platform-agnostic, but the hard parts move depending on where you're coming from.

Lovable → Next.js

The cleanest migration. Lovable syncs to GitHub; the Supabase project is already portable. The work is in the frontend (React drift, inconsistent state management), the auth wiring (Supabase SSR conventions have evolved), and the RLS audit that should have happened before launch. Typical timeline: 4 weeks for an MVP, 6 weeks if Stripe and email need hardening. Our fixed fee: $9,999.

Bolt.new → Next.js

Medium effort. The download-zip path looks like an export but the WebContainer has already shaped the code — auto-injected env vars, permissive CORS, pre-wired Supabase credentials. Every integration needs to be re-verified against a real Netlify or Vercel runtime. We usually regenerate the frontend in v0 or write it by hand while keeping the Supabase schema. Timeline: 4–6 weeks.

Base44 → Next.js

The hardest migration because there's no source export. You get data exports (entity schemas, rows) but the application code is platform-hosted and not portable. In practice, Base44 → Next.js is a rebuild informed by the old screens, not a migration in the normal sense. Timeline: 6–8 weeks; cost closer to $20,000 for anything beyond the simplest app.

Replit Agent → Next.js

Files are portable — that part is easy — but Replit-specific services are not. Nix package declarations need to be replaced with standard npm/pnpm, Secrets need to be moved into Vercel, and the built-in Postgres needs to become Supabase or Neon. Timeline: 3–5 weeks for standard apps.

The data cutover checklist

The single moment the migration can fail irreversibly is the data cutover. Run it like a rehearsed play:

  1. Freeze writes on the source system. Put the old app in read-only mode via a feature flag or a maintenance banner. Writes that land here after this point will be lost at cutover.
  2. Take the final snapshot. pg_dump for Postgres, CSV + schema for Base44 entities, JSON for Replit KV. Store the snapshot in two locations before proceeding.
  3. Load the snapshot into the new system. Run count-and-checksum diffs on every table. Counts must match exactly; checksums on any column set that includes created_at, updated_at, user_id, and money columns must match.
  4. Reconcile integrations. Stripe subscription status via the Stripe API against your new DB. OAuth tokens re-verified. Any queue-based integration (SQS, webhooks) re-pointed at the new endpoint.
  5. DNS switch and SSL.Lower TTL 24 hours before the cutover. On cutover, flip the DNS, verify SSL, smoke test every auth flow within 10 minutes. Rollback plan is “flip DNS back” — have it tested.
  6. Post-cutover monitoring. Error rate watched hourly for 48 hours, a support path on standby for the edge cases the rehearsal missed, and a rollback trigger (error rate above a threshold) that can be pulled without meeting.

Preserving SEO and auth

Two quiet failure modes. SEO: every URL that changes must have a 301 redirect on the new host, your sitemap must be re-submitted to Search Console within 24 hours of cutover, and canonical tags must point at the new URL exclusively. Google will forgive a 301 chain; it will not forgive a 404. Auth:session cookies from the old host won't survive, so plan for users to sign in again. Password hashes are portable across Supabase projects; OAuth tokens are not. The cleanest experience is a one-time passwordless link on cutover day, which sidesteps both problems.

A decision tree

If you're undecided about whether to migrate now or later, run through this:

  1. Are you paying more in platform credits than an engineer would cost? Migrate.
  2. Has an investor or acquirer asked for portable code? Migrate.
  3. Do you need SOC 2 or HIPAA in the next 12 months? Migrate.
  4. Is your app hitting performance limits the builder can't address? Migrate.
  5. Are none of the above true and the app works? Stay. Re-ask in 90 days.

The worst migration timing is after an incident that could have been prevented. The best is when the app is small enough that the schema fits in a single head and you're not yet locked into platform-specific conveniences. We've migrated apps at both stages; early is cheaper.

See also: app migration service · migrate prototype to production · Lovable → Next.js escape plan

FAQ
How long does migration take?
Small apps (single integration, under 10k rows): 2–3 weeks. Medium apps (Stripe + OAuth + email + 50k–500k rows): 4–6 weeks. Large apps with significant data, multi-tenant RLS, and three or more integrations: 4–8 weeks. Multi-app agency migrations scoped as retainers, 8–12 weeks for 8–12 apps.
What's the biggest risk?
Data loss during cutover, or downstream integrations missing the cutover. Both are mitigated by a parallel-run window (old and new systems running side by side for 3–7 days), feature flags, and a written rollback plan. We run every cutover with a rehearsal against a cloned staging database before the real cutover touches production.
Can I migrate myself?
If you have engineering experience and the app is small — yes. Most founders find that the cost of a botched migration (lost users, broken Stripe reconciliation, OAuth redirects pointed at a dead URL) exceeds the cost of hiring help. The one category that DIYs reliably: technical cofounders with a simple CRUD app and no payments. Everyone else: hire the engagement.
Will my SEO survive?
Yes if you preserve URLs, set up 301 redirects for anything that changes, re-submit your sitemap within 24 hours of cutover, and verify canonicals on the new domain. We treat SEO as a launch dependency, not an afterthought — a broken canonical on cutover day can cost you months of index authority.
What does the platform choice change?
Lovable → Next.js is the fastest migration because the Supabase schema survives unchanged. Bolt → anything needs more work because the WebContainer hides production-environment assumptions. Base44 → anything is a rebuild because there's no source export. Replit → anything is medium effort — Nix and Secrets need to be re-wired.
How much does it cost?
$9,999 fixed fee for a single-app Platform Escape (Lovable, Replit, Bolt → Next.js). $15,000–$25,000 for apps with complex integrations, multi-tenant data, or strict compliance requirements. Agency retainers scoped separately. The fixed fee includes the audit, migration, integration rewiring, deploy, and two weeks of post-cutover support.
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