GILD verdict
Pilot Lovable on a Business workspace when people outside engineering need prototypes and internal tools on real data, with a backend, hosting, and Git sync included.
Set credit limits first, and name an engineer who owns access rules and takes the code once an app matters.
Lovable
AI App Builder by Lovable
+27 PositiveFit and limits
Who it fits
- Teams outside engineering need small internal tools, such as dashboards, trackers, and approval flows, on data in Databricks, Snowflake, Google Sheets, HubSpot, or Microsoft 365, reached through Lovable's app connectors.
- Product teams want a working prototype that stakeholders can click through before engineering commits, with the code in Git if the idea goes ahead.
- One vendor should cover building, the backend, and hosting. Lovable Cloud provides the database, sign-in, storage, edge functions, and secrets, and a published app consumes no credits on its own.
- Many people should build without per-seat fees. Every plan has unlimited members drawing on one credit pool, with limits per member, project, or workspace.
Where it falls short
- Spend is usage-based. Build mode bills by complexity, every fix attempt draws on the same balance as hosting and AI features, and monthly credits expire two months after issue. Lovable checks in when a single message passes 20 credits by default, and a request stopped before it changes anything is not charged.
- SSO, restricted projects, workspace-only publishing, role-based access, and training exclusion by default start at Business. SCIM, audit logs kept about 90 days, and EU inference need Enterprise.
- Lovable cannot import an existing repository, edits one branch at a time, and has no one-click move between Lovable Cloud and your own Supabase project.
- Lovable is not HIPAA compliant and signs no business associate agreements, and its docs say the built-in scans do not replace a security review.
Implementation reality
Choose the plan by its controls
Pro and Business both start at 100 credits a month, at US$25 and US$50, so a Business credit costs twice as much. Business buys what an internal-tools program needs. It adds SSO over OIDC or SAML, restricted projects, publishing to workspace members only, design templates, and the security center, and it excludes workspace data from model training by default.
Decide the backend before the first prompt
Lovable Cloud is on by default, built on Supabase, and billed in credits, in a region (Americas, Europe, or Asia Pacific) that cannot change once Cloud is enabled. Connecting your own Supabase project puts the dashboard and the bill with your team. There is no one-click migration either way, so choose per project before building.
Set credit limits and alerts
Owners and admins on every paid plan can cap credits per member, project, group, access token, or the whole workspace, and set low-balance alerts.
Keep projects out of public view
Project visibility (who sees the editor, code, and chat) and website access (who opens the published app) are separate settings. Between February 3 and April 20, 2026, a regression let any Lovable user with a link read the chat history and code of public projects. Lovable fixed it within two hours of the public report and made historic public projects private. New projects have defaulted to Workspace visibility since November 6, 2025, and Business adds Restricted projects.
Make security review a publish step
A quick scan of row-level security, permissive access rules, leaked-password protection, and npm dependencies runs on every publish, and a free deep scan runs on request. Blocking publishes with critical issues is off by default except on new Enterprise workspaces, so turn it on, and have an engineer review access rules for any app that reads company data. An April 2026 scan by securityscanner.dev found critical data leaks in 34 of 476 Lovable apps. Matt Palmer's May 2025 disclosure found weak row-level security in 170 of 1,645 Lovable projects.
Connect Git on day one
Linking a project creates a new private repository and syncs both ways. If the default branch is protected, Lovable pushes to a lovable-sync branch instead, which gives engineers a pull request to review before builder changes land. Fly.io's October 2026 production guide calls the generated code ordinary React, Next.js or Node. It treats an engineering takeover as an audit of database ownership, secrets, and review.
What to measure in your pilot
- GILD found no credit totals per internal tool in Lovable's docs or practitioner posts; log credits per project weekly, and cap any project that takes a quarter of the pool.
- Outside scans count leaky apps and stop there; have the reviewing engineer record how many generated access policies each app needed changed, and keep review mandatory while any app needs one.
- GILD found no count of how much Lovable code survives a handoff. Have the receiving engineer log files kept and rewritten in month one, and keep building in Lovable only if most survive.
Sources
- Official documentation
- 19
- Public source
- 4
- Lovable pricing
- Lovable docs: Subscription plans
- Lovable docs: Credits and usage
- Lovable docs: Usage limits and alerts
- Lovable docs: Lovable Cloud
- Lovable docs: Connect to Supabase
- Lovable docs: Sync with GitHub, GitLab, or Bitbucket
- Lovable docs: Sync your Lovable project with GitHub
- Lovable docs: How Lovable hosts your app
- Lovable docs: Publish your Lovable project
- Lovable docs: Control project access
- Lovable docs: Workspace single sign-on (SSO)
- Lovable docs: Manage training data and privacy
- Lovable docs: Privacy & security settings
- Lovable docs: Lovable for Enterprise
- Lovable docs: FAQ
- Lovable docs: Security overview
- Lovable docs: App + chat connectors
- Lovable blog: Our response to the April 2026 incident (Apr 22, 2026)
- securityscanner.dev: Lovable vs Bolt vs Replit, who is leaking the most Supabase data (Apr 16, 2026)
- Matt Palmer: Statement on CVE-2025-48757 (May 29, 2025)
- AfterQuery: App-Bench, an AI web app builder benchmark (as of Oct 25, 2026)
- Fly.io: Taking a Lovable, Bolt or Replit App to Production (Oct 12, 2026)