STACKFOR

STACKFOR

StackFor building a mobile app with AI

Provisional seed stack, low confidence, not hands-on tested. Affiliate status was not an input.

Ship an iOS or Android app with AI helping the UI, the client, and the backend, without pretending a website builder is a phone.

BuilderVibe coderIntermediateProvisional scores

STACK SCORE

88

Mean of the role winners, compatibility +4. Separate from each tool score.

Provisional seed scores. Method seed-v0-provisional, confidence low, not hands-on tested. The band around a number is a ±8 display label, not a measured interval. Ordering uses the point estimate.

We may earn a commission if a tracking link is connected and you buy through it. It never changes ranks. In this v1 seed, tracking URLs are empty, so “Open site” goes to the vendor. Sponsorship rules.

Recommended stack

Generate a real mobile codebase, edit it, back it, build it for the stores, and charge in-app.

Example compatibility note, not a measured integration test. Expo builds are the common path for React Native output from Rork or Bolt.

ROLE

Mobile app builder

Prompt or canvas to an app that runs on a phone.

Recommended

Rork

Prompt-first and phone-first: native Swift/Kotlin or Expo output with store submission.

80

72–88 · low confidence

  • Bolt.new77

    Can scaffold Expo projects, but it is a web builder first.

  • FlutterFlow74

    Visual Flutter canvas with AI; more control, steeper start, export from paid plans.

ROLE

AI code editor / agent

Edits a real repository with you in the loop.

Recommended

Claude Code

Terminal agent that handles Expo and native project layouts well.

New tool

82

74–90 · low confidence

  • Cursor82

    Editor plus agent; pricing moved to bundled Cursor/Grok plans in Oct 2026.

  • Codex82

    Cloud and CLI agent, included with ChatGPT plans.

ROLE

Backend, database, auth

Data and login for the app.

Recommended

Supabase

Postgres, auth, storage, and a React Native client.

New tool

86

78–94 · low confidence

  • Convex83

    Reactive backend that suits live mobile UIs.

  • Firebase78

    Mobile-native SDKs and push; more Google-shaped.

ROLE

Build and store submit

Signs, builds, and ships to the stores.

Recommended

Expo (EAS)

EAS builds and submits to both stores without a Mac for Android and with one for local iOS work.

85

77–93 · low confidence

ROLE

In-app payments

Store subscriptions and paywalls.

Recommended

RevenueCat

The standard wrapper around store billing; free until meaningful revenue.

86

78–94 · low confidence

  • Stripe76

    For web checkout only; store rules limit it for digital goods.

Ranked tools

Sorted by StackFor Score only. A tool can appear twice when it fills two roles. Affiliate programs are not on this list.

  1. #1
    RevenueCat

    In-app payments · role rank 1

    86

    78–94 · low confidence

    The standard wrapper around store billing; free until meaningful revenue.

    Goal fit25%
    94
    Output quality20%
    88
    Ease for vibe coders15%
    80
    Pricing and free tier15%
    82
    Integrations and API10%
    86
    Momentum10%
    74
    Community sentiment5%
    82

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open RevenueCat
  2. #2
    Supabase

    Backend, database, auth · role rank 1

    New tool

    86

    78–94 · low confidence

    Postgres, auth, storage, and a React Native client.

    Goal fit25%
    90
    Output quality20%
    84
    Ease for vibe coders15%
    86
    Pricing and free tier15%
    82
    Integrations and API10%
    90
    Momentum10%
    86
    Community sentiment5%
    84

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Supabase
  3. #3
    Expo (EAS)

    Build and store submit · role rank 1

    85

    77–93 · low confidence

    EAS builds and submits to both stores without a Mac for Android and with one for local iOS work.

    Goal fit25%
    92
    Output quality20%
    88
    Ease for vibe coders15%
    78
    Pricing and free tier15%
    78
    Integrations and API10%
    82
    Momentum10%
    82
    Community sentiment5%
    84

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Expo (EAS)
  4. #4
    Convex

    Backend, database, auth · role rank 2

    83

    75–91 · low confidence

    Reactive backend that suits live mobile UIs.

    Goal fit25%
    80
    Output quality20%
    86
    Ease for vibe coders15%
    86
    Pricing and free tier15%
    80
    Integrations and API10%
    78
    Momentum10%
    86
    Community sentiment5%
    82

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Convex
  5. #5
    Claude Code

    AI code editor / agent · role rank 1

    New tool

    82

    74–90 · low confidence

    Terminal agent that handles Expo and native project layouts well.

    Goal fit25%
    88
    Output quality20%
    88
    Ease for vibe coders15%
    74
    Pricing and free tier15%
    70
    Integrations and API10%
    76
    Momentum10%
    88
    Community sentiment5%
    80

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Claude Code
  6. #6
    Cursor

    AI code editor / agent · role rank 2

    New toolShipped this weekRising

    82

    74–90 · low confidence

    Editor plus agent; pricing moved to bundled Cursor/Grok plans in Oct 2026.

    Goal fit25%
    86
    Output quality20%
    86
    Ease for vibe coders15%
    84
    Pricing and free tier15%
    62
    Integrations and API10%
    80
    Momentum10%
    90
    Community sentiment5%
    78

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Cursor
  7. #7
    Codex

    AI code editor / agent · role rank 3

    82

    74–90 · low confidence

    Cloud and CLI agent, included with ChatGPT plans.

    Goal fit25%
    82
    Output quality20%
    88
    Ease for vibe coders15%
    80
    Pricing and free tier15%
    74
    Integrations and API10%
    82
    Momentum10%
    92
    Community sentiment5%
    76

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Codex
  8. #8
    Rork

    Mobile app builder · role rank 1

    80

    72–88 · low confidence

    Prompt-first and phone-first: native Swift/Kotlin or Expo output with store submission.

    Goal fit25%
    90
    Output quality20%
    76
    Ease for vibe coders15%
    88
    Pricing and free tier15%
    72
    Integrations and API10%
    64
    Momentum10%
    86
    Community sentiment5%
    68

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Rork
  9. #9
    Firebase

    Backend, database, auth · role rank 3

    New tool

    78

    70–86 · low confidence

    Mobile-native SDKs and push; more Google-shaped.

    Goal fit25%
    86
    Output quality20%
    80
    Ease for vibe coders15%
    78
    Pricing and free tier15%
    70
    Integrations and API10%
    88
    Momentum10%
    60
    Community sentiment5%
    70

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Firebase
  10. #10
    Bolt.new

    Mobile app builder · role rank 2

    New tool

    77

    69–85 · low confidence

    Can scaffold Expo projects, but it is a web builder first.

    Goal fit25%
    74
    Output quality20%
    78
    Ease for vibe coders15%
    88
    Pricing and free tier15%
    72
    Integrations and API10%
    70
    Momentum10%
    80
    Community sentiment5%
    70

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Bolt.new
  11. #11
    Stripe

    In-app payments · role rank 2

    New tool

    76

    68–84 · low confidence

    For web checkout only; store rules limit it for digital goods.

    Goal fit25%
    62
    Output quality20%
    90
    Ease for vibe coders15%
    72
    Pricing and free tier15%
    70
    Integrations and API10%
    96
    Momentum10%
    74
    Community sentiment5%
    80

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open Stripe
  12. #12
    FlutterFlow

    Mobile app builder · role rank 3

    74

    66–82 · low confidence

    Visual Flutter canvas with AI; more control, steeper start, export from paid plans.

    Goal fit25%
    82
    Output quality20%
    80
    Ease for vibe coders15%
    70
    Pricing and free tier15%
    62
    Integrations and API10%
    74
    Momentum10%
    66
    Community sentiment5%
    70

    No cited evidence stored. seed-v0-provisional. Not hands-on tested.

    Open FlutterFlow

Draft feature checklist

Goal fit is scored against these must-haves. The list is a draft rubric, not a test log.

Mobile app builder

  • Outputs a native or React Native project
  • Preview on a phone
  • Code export

AI code editor / agent

  • Edits the exported repo
  • Understands React Native or Swift

Backend, database, auth

  • Auth
  • Database
  • Mobile SDK

Build and store submit

  • Cloud builds
  • Store submission

In-app payments

  • App Store and Play subscriptions
  • Paywall

Questions

Are these scores from hands-on tests?

No. Every score on this page is a provisional seed estimate with low confidence. The band around the number is a display convention, not a measured interval.

Can a paid listing change who is recommended?

No. Affiliate programs and sponsored cards are not inputs. A sponsored card, when one exists, is labeled and sits outside the ranking.

NEWSLETTER

The weekly AI stack drop

New tools worth your time, by use case. One email a week. A sponsor, when there is one, is labeled.

Tagged with this goal. Confirmation is required.