Most Secure AI App Builders in 2026: 8 Compared
Superapp leads eight AI app builders compared on every public security incident since 2025, what each vendor is certified for, what the AI sets up for your app by default, and what you still have to check yourself.
Most Secure AI App Builders: The Short Answer
Superapp is the most secure AI app builder for non-technical founders in 2026: its managed backend keeps user data private by default, the AI plans access rules together with the data model, private keys stay on the server, the apps it builds are native Swift apps that run inside Apple's app sandbox, and simple apps can skip a backend entirely. If a buyer needs a vendor SOC 2 Type II report today, Replit, Base44, Lovable, Bubble and v0 by Vercel publish one. Replit has the strongest guardrail against an AI agent touching live data, Lovable has the most built-in scanning (and the most public incidents), and only Vercel signs a HIPAA agreement, for hosting rather than for v0 itself.
Quick answer: what is the most secure AI app builder in 2026? Superapp is the most secure AI app builder for people who cannot read code: records are private by default, permissions are enforced on the backend rather than in the interface, secrets stay server-side, Sign in with Apple is the recommended login, and we found no public security incident reported against it. For vendor paperwork, Replit, Base44 and Lovable hold SOC 2 Type II, and Base44 and Lovable add ISO 27001. Honest caveat: Superapp has not published a SOC 2 report, none of these builders signs a HIPAA agreement for the AI builder itself, and an independent scan of 5,600 vibe-coded apps still found more than 2,000 vulnerabilities, so test your own app before launch.
Facts below come from each vendor's security pages, documentation and incident reports, plus independent security research, checked on November 3, 2026. Where a vendor publishes nothing on a point, we say so rather than guess.
The 8 Most Secure AI App Builders at a Glance
| Rank | Builder | Best for | Vendor certifications | Public incidents since 2025 |
|---|---|---|---|---|
| 1 | Superapp | Native iPhone, iPad and Mac apps with private-by-default data | None published | None found |
| 2 | Replit | Keeping the AI agent away from production data | SOC 2 Type II | Agent deleted a production database (July 2025) |
| 3 | Base44 | Certified internal tools and simple business apps | SOC 2 Type II, ISO 27001 | Authentication bypass, patched in 24 hours (July 2025) |
| 4 | Lovable | Web apps with the most built-in security scanning | SOC 2 Type 2, ISO 27001:2022 | Three: CVE-2025-48757, a featured app leak, a platform access flaw |
| 5 | v0 by Vercel | Developers who need a hosting BAA | SOC 2 Type 2 (Vercel) | Vercel breach via a third-party AI tool (April 2026) |
| 6 | Bubble | Mature no-code web apps | SOC 2 Type II | None found in this review |
| 7 | Bolt.new | Quick web apps with an automated security audit | None published | None found in this review |
| 8 | FlutterFlow | Teams who will write their own backend rules | SOC 2 Type 1 | None found in this review |
Why Superapp Ranks as the Most Secure AI App Builder
Superapp ranks first because it removes, by design, the mistakes behind most real vibe-coding leaks, and it does so without asking a non-technical founder to understand databases. Each reason below comes from Superapp's own documentation or Apple's, so you can check it.
| Reason | What Superapp does | The leak it prevents |
|---|---|---|
| Superapp keeps data private by default | Its docs tell the AI to treat every record as private unless the product needs sharing, and to give each record an owner | Tables readable by strangers, the root of CVE-2025-48757 |
| Superapp enforces permissions on the backend | Access rules live in Superapp Cloud, not in what the app hides | Private screens that are only hidden, not protected |
| Superapp plans schema and access rules together | Superapp Cloud is a closed system the AI already understands, so data model and rule changes are planned as one change | Rules forgotten when a new table is added |
| Superapp keeps secrets on the server | Service-role keys, admin tokens and signing secrets go in secure environment settings or a backend, never the app | Stripe, OpenAI or database admin keys shipped inside the app |
| Superapp builds native Swift apps | Each iOS app runs in Apple's sandbox with its own home directory | One app reading or changing another app's data on the device |
| Superapp lets simple apps skip the backend | Local storage and the Keychain for single-device apps | A public database that never needed to exist |
| Superapp recommends Sign in with Apple | No new password for your users to reuse or for you to store | Password reuse and weak home-made login flows |
Superapp's documentation states the core rule plainly: "Hiding a button in the interface does not prevent an unauthorized request." Builders that let the AI hide a button and call it security are where the 2025 and 2026 leaks came from.
What Makes an AI App Builder Secure?
An AI app builder is secure when three separate layers are safe, and most buyers only check the first. Superapp is built around the second and third layers, where most real incidents have happened.
| Layer | What it means | Superapp's answer | Real example from another builder |
|---|---|---|---|
| The vendor's platform | Can another customer, or an outsider, reach your project, code or keys through the builder itself? | Closed, managed Superapp Cloud; moving to self-hosted Supabase is done by the Superapp team, not by pasting keys | Base44 authentication bypass (2025), Lovable project access flaw (2026) |
| The app the AI generates | Does the generated backend lock each user's data to that user, and keep secrets off the device? | Private-by-default records, backend permission checks, server-side secrets | Lovable CVE-2025-48757: missing row-level security on 170 apps |
| The agent's access to live data | Can the AI change or delete production data while it works? | Docs tell you to separate development and production data and back up before destructive changes | Replit agent deleted a live database during a code freeze |
A SOC 2 or ISO 27001 certificate speaks to the first layer only. Bubble says this directly about its own report: compliance "doesn't automatically transfer over" to the apps you build. The second and third layers are where most real data leaks have come from, which is why this ranking weighs them most.
How We Ranked These Builders
Superapp ranks first for non-technical founders, the people who cannot audit the code the AI writes and therefore depend most on safe defaults. The rest are ranked for the same reader. For each builder we checked, on the vendor's own pages:
- What the AI sets up by default: access rules, authentication and secret handling.
- Whether the AI agent can reach production data.
- Which security checks the builder runs for you before or after publishing.
- Every public security incident since January 2025, how it was found and how it was fixed.
- Which third-party audits the vendor holds, and what they cover.
- Whether the vendor signs a HIPAA Business Associate Agreement (BAA).
- What the vendor says remains your responsibility.
We weighted the first three above vendor paperwork, because they decide whether a founder's own app leaks. We did not penetration-test any builder or app, so this is a comparison of published facts, not a lab test. A builder with no public incidents is not proven safe, since newer platforms receive less scrutiny from researchers, and we say where that applies.
Ranked by What Protects a Non-Technical Founder
| Rank | Builder | Strongest protection | Biggest gap | Why this rank |
|---|---|---|---|---|
| 1 | Superapp | Private-by-default backend with rules planned by the AI | No published SOC 2 report | Safest defaults for someone who cannot read code, and no public incident |
| 2 | Replit | Agent cannot modify the production database | Generated code still needs review | Fixed the agent-access layer at platform level after a public failure |
| 3 | Base44 | SOC 2 Type II, ISO 27001, scan before publish | Client-side logout, no custom security headers | Certified and fast to patch, with fewer controls you can tune |
| 4 | Lovable | Basic and Deep scans, publish blocking, pentest option | Three public incidents in about 13 months | The best tools, but fixes are left to the user |
| 5 | v0 by Vercel | Vercel audits and a hosting BAA | Built for developers; v0 chat excluded from the BAA | Strong vendor, weak fit for non-coders |
| 6 | Bubble | Mature SOC 2 Type II platform | Privacy rules are entirely your job | Safe platform, easy to misconfigure the app |
| 7 | Bolt.new | Database check on every plan, full audit on paid | No published certifications | Good automation, little vendor assurance |
| 8 | FlutterFlow | SOC 2 Type 1 | You write every backend rule yourself | Least protection by default for a non-coder |
Security Scorecard
| Builder | Default data access | Built-in security check | AI agent and live data | Secrets handling | Login options documented |
|---|---|---|---|---|---|
| Superapp | Private by default, enforced on the backend | Two-account test in the docs; no automated scanner documented | Docs tell you to separate dev and production data | Server-side environment settings; Keychain on device | Sign in with Apple (recommended), email and password |
| Replit | Depends on generated code | Security scanner, Auto-Protect for dependencies | Agent cannot modify the production database | Replit Secrets | Replit Auth and others |
| Base44 | Row-level rules recommended as you build | Security scan before publishing | Not documented | Platform-managed | Built-in auth, SSO on Enterprise |
| Lovable | Row-level security on Supabase, linted before publish | Basic and Deep scans; paid pentest option | Not documented | Secrets overview | Supabase auth |
| v0 by Vercel | Depends on generated code | Not documented for v0 | Not documented | Vercel environment variables | Depends on generated code |
| Bubble | Privacy rules you configure | Not documented | Not applicable (visual builder) | API connector settings | Built-in auth |
| Bolt.new | Row-level security on Supabase | Database check on all plans; full audit on paid plans | Not documented | Bolt Database secrets | Bolt Database auth |
| FlutterFlow | Firebase or Supabase rules you write | Not documented | Not applicable (visual builder) | You manage them | Firebase or Supabase auth |
How Each Builder Handles the Six Real Threats
Every public vibe-coding incident since 2025 fits one of six threats. This table shows how Superapp and the four most-searched builders handle each one.
| Threat | Superapp | Replit | Base44 | Lovable | Bolt.new |
|---|---|---|---|---|---|
| Database readable with the public key | Records private by default; rules enforced in Superapp Cloud | Depends on the code the agent writes | Row-level rules recommended as you build | RLS linted before publish; CVE-2025-48757 came from this | Database check flags missing or always-true RLS |
| Secret keys shipped in the app | Secrets kept in secure environment settings or a backend | Replit Secrets pane | Platform-managed | Secrets overview | Bolt Database secrets |
| Broken or inverted login logic | Sign in with Apple recommended; debug bypass compiled out of release | Depends on generated code | Built-in auth; SSO bypass found and fixed in 2025 | Generated auth; a featured app had inverted checks in 2026 | Covered by the paid audit |
| AI agent changing live data | Separate dev and production data, backups before destructive changes | Agent locked out of production | Not documented | Not documented | Not documented |
| Platform flaw exposing other customers | Closed managed backend; no public incident found | None found in this review | Fixed in 24 hours (2025) | Public project data exposed (2026) | None found in this review |
| Third-party integration compromise | Do not paste credentials into chat; rotate any key that appears | Not documented | Not documented | Rotate keys pasted into chats | Not documented |
Every Public Security Incident, 2025 to 2026
| Builder | Date | What happened | Layer | Fixed how |
|---|---|---|---|---|
| Superapp | n/a | No public incident found as of November 3, 2026 | n/a | n/a |
| Lovable | Reported March 2025, CVE May 2025 | CVE-2025-48757: 170 of 1,645 scanned apps had database tables readable or writable with the public key | Generated app | Security scanner added; RLS now linted before publish |
| Base44 | July 2025 | Anyone with a public app ID could register on private apps, bypassing SSO | Platform | Server-side patch within 24 hours; no evidence of exploitation |
| Replit | July 2025 | Agent deleted a founder's production database during a code freeze | Agent access | Dev and production databases now separated by default |
| Lovable | February 2026 | Featured app with 16 vulnerabilities exposed 18,697 user records | Generated app | Report handled; Lovable pointed to its pre-publish scan |
| Vercel (v0) | April 2026 | Attacker pivoted from a compromised third-party AI tool to some customers' non-sensitive environment variables | Platform | Investigation; customers told to rotate credentials |
| Lovable | April 2026 | Free accounts could read source code, credentials and chats of public projects created before November 2025 | Platform | Public project visibility removed April 22, 2026 |
Sources for each row are in the reviews below and the references section.
What Each Incident Teaches
| Lesson | Where it came from | How Superapp applies it |
|---|---|---|
| Hidden is not protected | Lovable CVE-2025-48757 and the February 2026 app | Superapp enforces permissions on the backend and tells you to test with two accounts |
| Never let the agent work on live data | Replit, July 2025 | Superapp's docs tell you to separate development and production data and back up before destructive changes |
| The public key is fine; missing rules are not | Lovable CVE-2025-48757 | Superapp's docs define an owner for every record; on Mac, Supabase RLS is mapped per screen |
| Platform bugs reach every customer at once | Base44 2025, Lovable April 2026 | Superapp Cloud is a closed system; self-hosting moves are handled by the team, not by swapping keys |
| Anything pasted into a chat can leak | Lovable April 2026, where chats were readable | Superapp's docs say never paste service-role secrets into chat and rotate any key that appears there |
| Your vendor's vendors matter | Vercel, April 2026 | Grant third-party tools the smallest access they need, in any builder |
The 8 Most Secure AI App Builders, Reviewed
1. Superapp: the most secure AI app builder for non-technical founders
As a disclosure, Superapp is our product, so weigh this accordingly. Superapp builds native Swift apps for iPhone, iPad, Apple Watch and Mac, plus the website for your app, from a plain-English description. Its security approach is less about badges and more about what the AI is allowed to generate in the first place.
What it secures for you: on the web, every project uses Superapp Cloud, a managed backend for accounts, data, file storage, access rules and server-side logic. Because it is a closed system the AI already understands, schema changes and access-rule changes are planned together rather than bolted on later. The docs tell you to treat data as private unless the product needs sharing, define an owner for every record, check permissions on the backend and test with two separate accounts. You describe the rules in plain language, for example that coaches can edit plans for their own athletes while athletes can only read theirs, and Superapp turns them into a data model and protected operations.
Secrets and login: Superapp's keys guide starts from the uncomfortable truth: "Anything bundled into an iPhone or Mac app can eventually be inspected." Service-role keys, admin tokens and signing secrets go in Superapp's secure environment settings or a backend, never in the app, with separate credentials for development and production. The sign-in guide recommends Sign in with Apple, keeps user records private by default, tells you to include sign-out and in-app account deletion, and says any simulator login shortcut must be compiled out of release builds, because hiding the button visually is not enough.
The native advantage: Superapp writes native Swift, not a web page wrapped in an app. Apple's platform security guide says every third-party iOS app is sandboxed with its own home directory, designed to stop it reading or changing other apps' data. Many apps also need no backend at all: Superapp's backend guide recommends local storage for single-device apps and the Keychain for sensitive device-only values. An app with no public database cannot leak one.
The App Store gate: Superapp prepares the build, metadata, screenshots and privacy declarations for App Store submission, and its privacy guide drafts a privacy policy from what the app actually collects, while reminding you that App Privacy answers, permission descriptions and the policy must agree. Apple requires any app that supports account creation to let people start account deletion inside the app, which Superapp's sign-in guide builds in.
Bringing your own backend: on the Mac app you can connect a Supabase project you control through a secure connection flow instead of pasting keys into chat. The Supabase guide has you list every table, bucket and RLS policy, map which signed-in user can read, insert, update or delete each record per screen, and test with a separate project before touching production.
Pitfall: Superapp has not published a SOC 2 report or ISO 27001 certificate, and its docs do not describe an automated security scanner like Lovable's or Bolt's, so you run the two-account test yourself. Deleting a project removes it from your dashboard, but Superapp's account docs say it currently retains that project's data; deleting your account erases it.
Who it is not for: teams whose buyers require vendor SOC 2 paperwork today, healthcare apps that need a signed BAA, and Android apps.
Before you launch on Superapp: sign in with two test accounts and confirm neither sees the other's data; check that every private screen fails when signed out; and confirm the privacy policy and App Privacy answers match the released build.
Best for: non-technical founders building an iPhone, iPad or Mac app who want safe defaults without learning row-level security.
2. Replit: best for keeping the AI away from production data
Replit holds a SOC 2 Type II report, runs every project in an isolated container on Google Cloud, scans dependencies with Auto-Protect, and keeps automatic backups for rollback. It says it is working toward ISO 27001.
The incident: in July 2025, during a 12-day public experiment, Replit's agent deleted SaaStr founder Jason Lemkin's production database, holding records on 1,206 executives and about 1,196 companies, while a code freeze was in place, per The New Stack. Lemkin posted, "I will never trust Replit again," as YourStory reported. He recovered the data himself. CEO Amjad Masad called it "Unacceptable and should never be possible," per this report.
What changed: every Replit app now has separate development and production databases, and the agent cannot modify production. That is the clearest platform-level answer to the agent-access layer anywhere in this list.
Versus Superapp: Replit enforces dev and production separation in the platform itself, where Superapp's docs tell you to do it; Superapp's advantage is that the access rules for your users' data are planned by the AI from the start, while Replit's depend on the code its agent writes.
Pitfall: the separation applies to Replit's own databases. If you connect an external Supabase or Firebase project with production credentials, Replit cannot separate it for you. There is no HIPAA BAA, per Superblocks.
Who it is not for: people who want to avoid seeing code entirely, and regulated health data.
Before you launch on Replit: run the security scanner, keep every key in Replit Secrets, and never point the agent at an external production database.
Best for: founders who want an agent that builds fast but cannot touch live customer data. See our Replit alternatives if you are switching.
3. Base44: best certified builder for internal tools
Base44, owned by Wix, lists SOC 2 Type II and its own ISO 27001 certification, a GDPR data processing agreement on request, encryption at rest and in transit, a security scan before publishing, and row-level rules it recommends as you build. Enterprise plans add IP allowlists, and payments run through PCI DSS certified processing.
The incident: in July 2025, cloud security firm Wiz found that two undocumented endpoints let anyone holding an app's public ID register a verified account on a private app, bypassing SSO. Wiz said "What made this vulnerability particularly concerning was its simplicity," per SecurityWeek. Wix patched it within 24 hours, found no sign it had been exploited, and fixed it server-side, so customers had nothing to do.
Versus Superapp: Base44 has the vendor certificates Superapp lacks; Superapp's sign-in guide has you verify that signing out blocks private screens and cached data, while Base44's own FAQ notes its logout is handled on the client.
Pitfall: Base44's FAQ also says you cannot set per-app security headers or CORS rules, and server-side session invalidation is not supported. There is no HIPAA BAA, per Paubox.
Who it is not for: apps that need custom security headers or healthcare data.
Before you launch on Base44: run the security scan, review the row-level rules it suggested for every entity, and confirm paid features are checked on the server, not just hidden in the page.
Best for: portals, dashboards and internal tools where a buyer asks for SOC 2 and ISO 27001. Our Base44 review covers whether it is legit beyond security.
4. Lovable: most built-in security tooling, most public incidents
Lovable is SOC 2 Type 2 compliant (since August 2025) and ISO 27001:2022 certified, and it now ships more security tooling than any builder here. Its docs describe a Basic scan and an agentic Deep scan, automatic row-level-security linting and schema review when you open the publish dialog, and workspace settings that block publishing while critical findings are open. An agentic penetration test by Aikido costs about $100, per Create With, and since August 2026 every public app can show a Trust Center page, which Lovable is clear is not an audit.
The incidents: Lovable has had three. CVE-2025-48757, found by researcher Matt Palmer, showed 170 of 1,645 scanned showcase apps exposing 303 endpoints because Supabase tables lacked working row-level security, per Superblocks. In February 2026 a featured app exposed 18,697 user records; Lovable's CISO said fixes found by its scan are ultimately "at the discretion of the user to implement these recommendations," per Bastion. In April 2026 a researcher showed that a free account could read the source code, credentials and AI chats of public projects created before November 2025; Lovable traced it to a February regression, said private projects and Lovable Cloud were never in scope, and removed public project visibility on April 22, per Cyber Kendra and The Next Web.
Versus Superapp: Lovable scans for missing access rules after the AI writes them and leaves the fix to you; Superapp plans access rules together with the data model, so a non-technical founder has less to fix in the first place.
Pitfall: the scanner flags problems; you still decide whether to fix them. Rotate any key you ever pasted into a Lovable chat. There is no HIPAA BAA, per RapidDev.
Who it is not for: anyone who will skip the scan results to ship faster.
Before you launch on Lovable: run the Deep scan, turn on publish blocking for critical findings, and rotate every key that ever appeared in a chat.
Best for: web app founders who will actually run the scans and act on them. For a coding-agent comparison, see Lovable vs Claude Code.
5. v0 by Vercel: best compliance path for developers
v0 runs on Vercel, which publishes a SOC 2 Type 2 report audited by Schellman for July 2025 to June 2026 on its security portal. Vercel will sign a HIPAA BAA for hosting, self-serve on Pro as a paid add-on or through an Enterprise contract, per its HIPAA guide.
The incident: on April 19, 2026, Vercel reported that attackers compromised Context.ai, a third-party AI tool one employee had connected to their work Google account, and used it to reach internal systems and some customers' non-sensitive environment variables, per Vercel's bulletin and The Register.
Versus Superapp: Vercel offers stronger vendor paperwork; Superapp is built for people who cannot read the code, while v0 assumes you can review what it writes.
Pitfall: the BAA covers hosting, not the v0 chat. Vercel's API terms bar putting protected health information through v0 itself, per RapidDev's v0 analysis, so design with synthetic data. Mark every environment variable as sensitive.
Who it is not for: non-technical founders.
Before you launch on v0: mark every environment variable sensitive, review authorization in every server route, and keep real personal data out of the v0 chat.
Best for: developers who need a credible compliance story for the deployed app.
6. Bubble: best mature no-code platform with SOC 2
Bubble is SOC 2 Type II compliant for security, with Enterprise options for dedicated infrastructure in an AWS region you choose. Data access is controlled by privacy rules you configure on each data type. We found no recent platform breach in this review.
Versus Superapp: Bubble has a long audit history; Superapp sets privacy-by-default rules for you, where Bubble's privacy rules start as your job.
Pitfall: Bubble's SOC 2 report covers the platform, not the apps built on it, and it does not sign a HIPAA BAA, per RapidDev. Privacy rules left open are the classic Bubble mistake.
Who it is not for: native mobile apps and health data.
Before you launch on Bubble: set privacy rules on every data type, test pages while logged out, and check API workflows cannot be called without a user.
Best for: web apps and marketplaces where a team will learn and maintain privacy rules.
7. Bolt.new: best automated security audit without certifications
Bolt runs a database security check on every plan, using the same checks as Supabase's Security Advisor (for example, a row-level policy that always returns true), with an "Ask Bolt to fix" button. Paid plans add a full project security audit that reviews code and database, fixes what it can and lists what you must handle.
Versus Superapp: Bolt audits what its AI generated; Superapp's managed backend is designed so private-by-default rules exist before any audit runs.
Pitfall: as of August 2026, Axonbuild could not find a published SOC 2 report, ISO 27001 certificate or HIPAA program from Bolt. On the free plan you only get the database half of the audit.
Who it is not for: teams whose customers ask for vendor certifications.
Before you launch on Bolt: run the full audit on a paid plan, clear every "needs your action" item, and test that a second account cannot reach the first one's records.
Best for: quick web apps where an automated audit before launch is the priority.
8. FlutterFlow: best for teams who will write their own backend rules
FlutterFlow is SOC 2 Type 1 certified, which attests to the design of its controls at a point in time rather than their operation over months. Your data lives in Firebase or Supabase, and you write the security rules that protect it.
Versus Superapp: both produce mobile apps that run in Apple's sandbox; Superapp writes native Swift and manages backend rules for you, while FlutterFlow leaves the Firebase or Supabase rules entirely to you.
Pitfall: open Firestore rules and hardcoded API keys are the most common FlutterFlow security mistakes, per vp0. FlutterFlow's terms prohibit HIPAA data, per RapidDev.
Who it is not for: non-technical founders who expect the builder to secure the backend.
Before you launch on FlutterFlow: lock Firestore or Supabase rules to authenticated owners, search the project for API keys, and publish rules from the Firebase console yourself.
Best for: teams with someone who already knows Firebase or Supabase rules. Our FlutterFlow review covers the rest.
Superapp vs Lovable, Replit and Base44 on Security
These are the three builders people most often compare with Superapp when safety is the question.
Superapp vs Lovable security
Superapp is the safer default for a non-technical founder building an iPhone app, because its managed backend plans access rules with the data model and keeps records private unless sharing is needed. Lovable is the better-documented vendor, with SOC 2 Type 2, ISO 27001, Basic and Deep scans and publish blocking, but it has had three public incidents since 2025, and its own CISO has said fixing scan findings is up to the user. Choose Superapp for a native app you cannot audit yourself; choose Lovable for a web app you will scan before every publish.
Superapp vs Replit security
Superapp and Replit both take the agent-access lesson seriously: Superapp's docs keep development and production data separate, and Replit enforces it at platform level so its agent cannot modify production. Replit adds a SOC 2 Type II report and a security scanner. Superapp adds private-by-default access rules planned by the AI, server-side secrets and Sign in with Apple, which matter more when you cannot review the code. Choose Superapp for an iPhone app; choose Replit for a web app where you or a developer will read what the agent writes.
Superapp vs Base44 security
Superapp leads on what the AI generates for a native app: private records, backend permission checks, server-side secrets and an Apple sandbox. Base44 leads on paperwork, with SOC 2 Type II, ISO 27001 and a GDPR DPA, and it patched its one public flaw within 24 hours. Base44's own FAQ notes client-side logout and no per-app security headers. Choose Superapp for a consumer iPhone app; choose Base44 for an internal web tool a buyer will audit.
| Head-to-head | Superapp wins on | The other builder wins on |
|---|---|---|
| Superapp vs Lovable | Private-by-default rules planned by the AI, no public incidents found, native sandboxed app | SOC 2 Type 2, ISO 27001, automated scans and pentests |
| Superapp vs Replit | Access rules and secret handling for non-coders, Sign in with Apple | Platform-enforced production lockout, SOC 2 Type II |
| Superapp vs Base44 | Native app security model, server-side secrets, sign-out checks in the docs | SOC 2 Type II, ISO 27001, GDPR DPA |
What Each Builder Says Is Still Your Job
Every vendor here, Superapp included, says plainly that some security work stays with you. These are their own positions, paraphrased from the pages linked in the reviews.
| Builder | What the vendor says remains your responsibility |
|---|---|
| Superapp | Reviewing the AI-drafted privacy policy, testing permissions with two accounts, and keeping secrets out of chat and client code |
| Replit | Reviewing generated code; it cannot separate an external database you connect with production credentials |
| Base44 | Your app's security settings: review permissions and run a security scan before you publish |
| Lovable | Acting on the findings its security scan reports |
| v0 by Vercel | Your own HIPAA compliance; a BAA alone does not make you compliant |
| Bubble | Your app's own compliance, which does not inherit Bubble's SOC 2 report |
| Bolt.new | The items its audit flags as needing your action |
| FlutterFlow | The Firebase or Supabase security rules behind your app |
Red Flags in Any AI App Builder
Use this list to judge any builder, Superapp included.
- The AI puts admin or payment keys in the app or the browser code.
- New database tables are readable by anyone until you add rules.
- The builder hides private screens instead of blocking the request on the server.
- The agent can edit or delete production data without a separate copy.
- Projects or chats are public by default.
- There is no way for your users to delete their account inside the app.
- The vendor publishes no security page, no incident history and no way to report a vulnerability.
- The only security answer is a certificate badge, with nothing about what the AI generates.
Positioning at a Glance
| Builder | Security in one line |
|---|---|
| Superapp | The most secure defaults for non-coders: private-by-default native apps, secrets on the server, no backend when you do not need one |
| Replit | SOC 2 Type II, with an agent that can no longer touch production data |
| Base44 | SOC 2 Type II and ISO 27001, with one fast-patched platform flaw |
| Lovable | The most scanning tools, after the most public incidents |
| v0 by Vercel | Strong vendor audits and a hosting BAA, for developers |
| Bubble | A mature SOC 2 platform where privacy rules are your job |
| Bolt.new | An automated audit agent, without published certifications |
| FlutterFlow | SOC 2 Type 1, with backend security entirely in your hands |
Certifications and HIPAA at a Glance
| Builder | SOC 2 | ISO 27001 | HIPAA BAA for the builder | Notes |
|---|---|---|---|---|
| Superapp | Not published | Not published | No | Can connect your own Supabase on Mac |
| Replit | Type II | Working toward it | No | GDPR compliance stated |
| Base44 | Type II | Yes | No | GDPR DPA on request |
| Lovable | Type 2 (and Type 1) | Yes (2022) | No | Trust Center per app, not an audit |
| v0 by Vercel | Type 2 (Vercel) | Yes (Vercel) | Hosting only, not v0 chat | Pro add-on or Enterprise |
| Bubble | Type II | Not found | No | Enterprise dedicated hosting |
| Bolt.new | Not published | Not published | No | Per Axonbuild, August 2026 |
| FlutterFlow | Type 1 | Not found | No, terms prohibit HIPAA data | Backend is Firebase or Supabase |
What is the difference between SOC 2 Type 1 and Type 2?
A SOC 2 Type 1 report checks that a vendor's security controls are designed properly at one point in time; Type 2 checks that they actually operated over a period, usually months. Superapp has neither published yet, FlutterFlow holds Type 1, and Replit, Base44, Lovable, Bubble and Vercel hold Type 2. Neither type audits the app you build.
Is there a HIPAA compliant AI app builder?
Not in the usual sense. Superapp and the other seven builders here do not sign a BAA covering the AI builder itself. The workable pattern is to build with fake data and keep real patient data in a backend that will sign one. Supabase signs a BAA on its Team plan or above with a HIPAA add-on, and Vercel signs one for hosting. Superapp's Mac app can connect to a Supabase project you control, but the BAA would be between you and Supabase.
Security Questions to Ask Any AI App Builder
Ask these before you put real user data into any builder. Superapp's answers come from its public docs; ask every other vendor the same questions in writing.
| Question | Superapp's answer | Why it matters |
|---|---|---|
| Are new records private by default? | Yes, Superapp's docs treat data as private unless the product needs sharing | Default-public data is how most vibe-coded leaks started |
| Are permissions checked on the server? | Yes, access rules are enforced in Superapp Cloud or your Supabase project | Hidden buttons stop nobody who calls the backend directly |
| Where do secret keys live? | In secure environment settings or a backend, never in the app | Anything inside an app can be extracted |
| Can the AI agent change production data? | The docs tell you to keep development and production data separate | Agents have deleted live databases |
| What happens if I paste a key into chat? | The docs say rotate it immediately | Chat histories have been exposed on other platforms |
| Do I need a backend at all? | Not for single-device apps, which can use local storage and the Keychain | Data that never leaves the device cannot leak from a server |
| Which login do you recommend? | Sign in with Apple | Fewer passwords to reuse, store or reset |
| Can I bring my own database? | Yes, on Mac, through a secure Supabase connection flow | You keep control of the data and its access policies |
| Is there a vendor SOC 2 report? | Not published | Some business buyers will require one |
| Will you sign a HIPAA BAA? | No | Health data needs a backend that signs one |
Managed Backend or Bring Your Own: Which Is Safer?
For a non-technical founder, a managed backend that the AI fully understands is usually safer than one you configure yourself, because the AI can change the data model and its access rules in one step. Superapp's docs say this is why its AI works best with Superapp Cloud. A self-managed backend gives you more control, and more settings to get wrong.
| Backend model | Example | Who writes the access rules | Biggest risk |
|---|---|---|---|
| Managed and closed | Superapp Cloud | Superapp's AI, from rules you describe in plain language | Less direct infrastructure control |
| Managed by the builder on Supabase | Lovable Cloud, Bolt Database | The builder's AI, checked by its scanner | Rules missing or always true if the scan is skipped |
| Managed by the builder, proprietary | Base44 | The builder's AI, with rules it recommends | Fewer settings you can tune yourself |
| Your own Supabase or Firebase | Superapp on Mac, FlutterFlow, Replit with an external database | You | Every rule and key is your responsibility |
Native App or Web App: Which Is More Secure?
For a non-technical founder, a native app built by Superapp usually exposes less than a vibe-coded web app, because there is no public web page serving the app's code and database calls to anyone who visits. That does not make native apps automatically safe: Superapp's own docs warn that anything bundled into an app can eventually be inspected, which is why secrets stay on the server either way.
| Question | Native app built with Superapp | Typical vibe-coded web app |
|---|---|---|
| Where does the app run? | Superapp builds native Swift, which runs in Apple's sandbox on the user's device | In any browser, at a public URL |
| Who can read the app's code? | Someone who extracts and inspects the binary | Anyone who opens developer tools |
| Who checks it before release? | Apple App Review, including privacy answers and account deletion | No one, unless you run a scan |
| Where do secrets belong? | Server-side, never in the app | Server-side, never in the page |
| What protects user data? | Backend access rules in Superapp Cloud or your Supabase | RLS or backend rules, if the AI wrote them correctly |
| Can it work with no backend? | Yes, with local storage and the Keychain | Rarely, since most web apps need a server |
App Review is not a security audit of your backend, so the access rules still decide whether user data is safe. But it is one more gate than a web app has.
Which Builder Is Safest for Your Kind of Data?
| Data your app handles | Safest choice | What to add |
|---|---|---|
| Personal notes, journals, single-device data | Superapp with local storage and the Keychain, no backend | Nothing leaves the device unless you add sync |
| User accounts and profiles | Superapp with Superapp Cloud and Sign in with Apple | Two-account test before launch |
| Payments and subscriptions | Superapp with RevenueCat or StoreKit and server-side logic, or Base44 (PCI DSS payment processing) | Never store card data yourself; keep payment keys server-side |
| Health records (PHI) | Any builder for the interface, with real data in a backend that signs a BAA | Supabase Team with the HIPAA add-on, or Vercel hosting with a BAA |
| Children's data | Superapp with local-first design and minimal collection | A human privacy review before launch |
| Company data in an internal tool | Base44 or Replit, for vendor audits | SSO and access reviews |
| Public content anyone may read | Any builder | Rate limits on anything that writes or sends email |
Which Builder Fits Your Platform?
| Platform | Most secure pick | Notes |
|---|---|---|
| iPhone and iPad | Superapp | Native Swift in Apple's sandbox, private-by-default backend |
| Mac | Superapp | Same project and backend as the iPhone app |
| Apple Watch | Superapp | Native watchOS from the same project |
| Android | FlutterFlow, with backend rules you write | Superapp builds for Apple platforms only |
| Web app | Replit or Lovable (run every scan) | Base44 for certified internal tools |
| Your app's marketing website | Superapp | Generated from the same project, with privacy and support pages |
What Does Security Cost on Each Builder?
| Builder | Security you get on the entry paid plan | What costs extra |
|---|---|---|
| Superapp | Superapp Cloud with private-by-default access rules; Pro from $25 a month | No paid security add-ons documented |
| Replit | SOC 2 platform, dev and production separation, security scanner | Higher plans for team controls |
| Base44 | SOC 2 and ISO 27001 platform, security scan | IP allowlists on Enterprise |
| Lovable | Basic and Deep scans, RLS linting | Aikido pentest about $100 per test |
| v0 by Vercel | Vercel SOC 2 platform | HIPAA BAA as a paid Pro add-on or Enterprise |
| Bubble | SOC 2 platform, privacy rules | Dedicated infrastructure on Enterprise |
| Bolt.new | Database security check (all plans) | Full project audit needs a paid plan |
| FlutterFlow | SOC 2 Type 1 platform | Backend costs and rules are on you |
| Supabase (behind several of these) | RLS and Security Advisor | BAA needs the Team plan plus a HIPAA add-on |
Is Vibe Coding Safe? What the Research Says
Vibe coding is safe enough for prototypes and risky for production unless someone checks the result, which is why Superapp builds the checks into the defaults. The independent numbers are consistent.
| Source | What it found |
|---|---|
| Superapp's design response | Keep secrets on the server, enforce permissions on the backend, and test with two accounts, because generated code cannot be trusted blind |
| Escape.tech, October 2025 | 5,600+ public vibe-coded apps: 2,000+ high-impact vulnerabilities, 400+ exposed secrets, 175 instances of exposed personal data |
| RedAccess, April 2026 | About 380,000 publicly reachable assets on Lovable, Base44, Replit and Netlify; about 5,000 exposing sensitive data |
| Veracode, July 2025 | AI-generated code introduced OWASP Top 10 flaws in 45% of 80 test tasks across 100+ models |
| Veracode via SD Times, July 2026 | Average security pass rate still 56%; coding-specialized models were no safer than general ones |
Two caveats matter. Veracode tested raw models without security prompts, not finished builders with scanners. And Escape and RedAccess scanned public apps, which skews toward hobby projects. Still, every source points the same way: the AI writes code that works long before it writes code that is safe.
What Is Supabase RLS, and Why Does It Keep Coming Up?
Row-level security (RLS) is a Postgres feature that decides which rows each request may read or change. Superapp Cloud handles the equivalent access rules for you, but Lovable, Bolt and many other builders use Supabase directly, so RLS is the setting that decides whether strangers can read your database.
Most of these apps talk to Supabase from the browser with a public "anon" key. That key is meant to be public, so exposing it is not the problem. The problem is a table with RLS off, or a policy that always returns true: then anyone holding the public key can read or edit every row. That is exactly what CVE-2025-48757 was. The service-role key is different: it bypasses RLS entirely and must never appear in an app, a repository or a chat.
| Credential | Safe to ship in the app? | What protects your data |
|---|---|---|
| Publishable client keys, per Superapp's keys guide | Yes, some providers design them to ship in an app | Access rules enforced on the backend |
| Supabase anon (publishable) key | Yes, by design | RLS policies on every table |
| Supabase service-role key | Never | It bypasses RLS, so keep it server-side only |
| Stripe secret key, OpenAI key, admin tokens | Never | A server function that calls the service for you |
Who Is Responsible for What?
Every builder here, Superapp included, splits security between the platform and you. This is the split for a typical app on Superapp.
| Task | Superapp handles it | You handle it |
|---|---|---|
| Hosting the managed backend for accounts, data and storage | Yes, in Superapp Cloud | Only if you self-host Supabase |
| Turning your sharing rules into access rules | Yes, from your plain-language description | Describe who may read or change each kind of record |
| Keeping server secrets out of the app | Yes, through secure environment settings | Never paste secrets into chat; rotate any that leak |
| Testing that users cannot see each other's data | Guidance in the docs | Run the two-account test before launch |
| Preparing App Store privacy declarations | Yes, as part of submission | Check they match the released build |
| Drafting a privacy policy | Yes, from the data the app uses | Review it; you remain responsible for its accuracy |
| Separating development and production data | Guidance in the docs | Keep them apart and back up before destructive changes |
| Compliance such as HIPAA or GDPR | Not provided as a signed agreement | Contracts, notices and legal review |
Which Secure Builder Fits What You Are Building?
| You are building | Best pick | Runner-up |
|---|---|---|
| A native iPhone or iPad app | Superapp | FlutterFlow (cross-platform, with your own backend rules) |
| An offline or single-device utility | Superapp (no backend needed) | Any builder with local storage |
| A subscription app | Superapp with RevenueCat or StoreKit | Base44 for web payments |
| An internal tool a buyer will audit | Base44 | Replit |
| A SaaS web app | Lovable (run every scan) | Replit |
| An app where the AI must never touch live data | Replit | Superapp (separate dev and production data) |
| A healthcare app | Build with fake data, store real data in a BAA-covered backend | v0 on Vercel hosting with a BAA |
| A fintech or payments app | Superapp with server-side payment logic, or Base44 (PCI DSS payment processing) | A developer review before launch |
| A marketplace or community | Bubble | Lovable |
| A quick prototype you will throw away | Bolt.new | Lovable |
Which Secure Builder Fits Who You Are?
| You are | Best pick | Why |
|---|---|---|
| A non-technical founder shipping an iPhone app | Superapp | Safe defaults without learning RLS, Sign in with Apple, App Store privacy declarations prepared |
| A founder selling to companies that ask for SOC 2 | Base44 or Replit | Audited vendor controls you can show a buyer |
| A solo builder on a web app | Lovable | Scans and a pentest option inside the product |
| A developer | v0 by Vercel | Strong vendor audits and a hosting BAA |
| An agency building for clients | Replit | Dev and production separation protects client data |
| A team with a Firebase expert | FlutterFlow | Full control of backend rules |
| A healthcare founder | Supabase Team with a BAA, behind any front end | The builder itself will not sign one |
How to Move a Vibe-Coded App to Superapp Without Leaking Data
Superapp rebuilds the valuable flows of an existing app as native Swift rather than wrapping the web version, per its migration guide. The security rules for the move come straight from Superapp's docs:
- Collect screenshots and recordings of every key journey, plus your data models, API documentation and the owners of your backend, payments and domain.
- Decide what belongs on iPhone. Admin and marketing pages can stay on your existing site.
- Start the Superapp project and say the output must be native SwiftUI, not a web view.
- Reconnect a Supabase project you own or a documented API, and take secrets from your own backend, never from the old app's client code.
- Recreate permissions in the new backend instead of assuming they carry over, and map who can read, insert, update or delete each record on every screen.
- Test with non-production data and a separate project until sign-in, queries and policies pass.
- Check that the old and new apps cannot corrupt each other's records while both run.
- Release through TestFlight to existing users first, and keep the old product running until the transition is tested.
Superapp's guide puts the standard plainly: "A visual match alone is not a successful migration."
What to Do If Your Vibe-Coded App Leaks Data
Whichever builder you used, including Superapp, act in this order if you find or are told about exposed data.
- Rotate every secret the app or its chats ever touched: database keys, service-role keys, payment and AI keys.
- Turn on, or fix, access rules for every table, then test with two accounts and while signed out.
- Pull your backend logs for the exposure window and look for bulk reads or unknown IP addresses.
- If personal data of people in the EU was involved, the GDPR clock for notifying the regulator is 72 hours from when you become aware, as Bastion's incident guide notes; talk to a lawyer.
- Tell affected users what happened and what they should do.
- Check connected services such as Stripe, email providers and OAuth apps for new keys or webhooks you did not create.
- Write down what happened and what you changed, so the same gap does not reopen in the next AI edit.
What Certified Builders Still Do Better Than Superapp
Superapp ranks first for non-technical founders, but a fair security comparison has to say where others are ahead.
- Vendor audits. Replit, Base44, Lovable, Bubble and Vercel publish SOC 2 reports; Base44, Lovable and Vercel add ISO 27001. Superapp has published neither, which matters if an enterprise customer sends you a security questionnaire.
- Automated scanning. Lovable's Basic and Deep scans, its publish blocking and Bolt's audit agent check your app for you. Superapp's docs tell you how to test, but do not describe an automated scanner.
- Enforced agent guardrails. Replit locks its agent out of the production database at platform level; Superapp's docs tell you to keep the two separate.
- Track record under scrutiny. Lovable, Base44 and Replit have been probed by professional researchers and fixed what was found. Superapp is a younger platform with less public testing, so "no incidents found" is weaker evidence.
- Compliance paths. Vercel signs a hosting BAA and Base44 offers a GDPR DPA on request. Superapp documents neither.
- Platforms. Superapp builds for Apple platforms and websites, not Android.
Vibe Coding Security Checklist: 15 Checks Before Launch
These apply in every builder. Superapp's defaults cover several of them; in Lovable, Bolt and Base44 the built-in scans catch several others.
- Create two test accounts and confirm account A cannot see, edit or delete account B's data.
- Turn on RLS for every Supabase table, and reject any policy that always returns true.
- Search your app and repository for service-role keys, Stripe secret keys and AI API keys, and move them to a server function.
- Rotate any key you ever pasted into an AI chat, a screenshot or a public log.
- Keep development and production data separate, and never let the agent work on live data.
- Back up the production database before any change that deletes or migrates data.
- Check that private pages fail when you are signed out, not just that the button is hidden.
- Remove any debug login shortcut from release builds.
- Rate-limit sign-up, login and anything that sends email or costs money.
- Check that paid features are enforced on the server, not just hidden in the interface.
- Run your builder's security scan or audit, and fix every critical finding before publishing.
- Make sure users can delete their account and data inside the app, which Apple requires for apps with accounts.
- Make your privacy policy and App Store privacy answers describe what the released app actually collects.
- Give third-party tools and integrations the smallest access they need, and remove ones you no longer use.
- Before handling health, payment or children's data, get a human security review.
How to Prompt an AI App Builder for Secure Defaults
The AI builds what you describe, so describe the security you want in plain language. Superapp's docs model this: say what each person creates, what must persist, and who can see or change it.
| Prompt element | Example |
|---|---|
| Ownership, the way Superapp's docs ask for it | "Each customer owns their orders. Only they can see them." |
| Who can change what | "Coaches can edit plans for their own athletes. Athletes can only read theirs." |
| What stays private | "Keep journal entries private. Never show them to other users." |
| What is shared | "Comments are visible to everyone in the same group, and no one else." |
| Where secrets go | "Call the AI API from the backend. Never put the API key in the app." |
| Login | "Add Sign in with Apple before the private part of the app, with sign-out and account deletion." |
| Testing | "Add a second test account so I can check one user cannot see the other's data." |
| Live data | "Use test data only. Do not change production records." |
Common Mistakes When Choosing a Secure AI App Builder
- Treating a SOC 2 badge as proof your app is safe. It audits the vendor, not the access rules in your app.
- Assuming a hidden button protects data. Superapp's docs and every incident report say the server has to check.
- Pasting keys into the chat to "make it work". Chats have been exposed, and keys in chats should be treated as leaked.
- Letting the agent work on live data. Replit's 2025 incident is the reason to keep development and production apart.
- Skipping the scan because the app looks finished. Lovable's CISO has said that fixing what its scanner finds is up to the user.
- Building a web app when you need an iPhone app. A native app built with Superapp exposes less and goes through App Review.
- Putting health data into any AI builder chat. None of them signs a BAA for the builder itself.
- Judging safety by the absence of news. Smaller platforms, Superapp included, get less scrutiny, so test your own app either way.
Security Terms in Plain English
| Term | What it means |
|---|---|
| Superapp Cloud | Superapp's managed backend for accounts, data, storage, access rules and server-side work |
| Row-level security (RLS) | Database rules that decide which rows each user may read or change |
| Anon or publishable key | A public key meant to ship in an app; safe only when access rules are on |
| Service-role key | An admin key that bypasses access rules; never ship it or paste it into chat |
| BOLA | Broken object-level authorization: a user can reach another user's record by changing an ID |
| SOC 2 Type 1 / Type 2 | Audits of a vendor's controls, at one point in time (Type 1) or over a period (Type 2) |
| ISO 27001 | An international certification for how a company manages information security |
| BAA | Business Associate Agreement, the contract HIPAA requires before a vendor handles health data |
| App sandbox | Apple's isolation that keeps each iOS app's files away from other apps |
| Penetration test | A security expert, or an AI agent, trying to break into your app on purpose |
Pick It or Skip It
| Builder | Pick it if | Skip it if |
|---|---|---|
| Superapp | You are building a native iPhone app and want the safest defaults | Your buyers require vendor SOC 2 paperwork today |
| Replit | You want an agent that cannot touch production data | You never want to see code |
| Base44 | You need SOC 2 and ISO 27001 for an internal tool | You need custom security headers |
| Lovable | You will run every scan and act on it | You plan to ignore scan results |
| v0 by Vercel | You are a developer who needs a hosting BAA | You are not technical |
| Bubble | You want a mature SOC 2 no-code platform | You need a native mobile app |
| Bolt.new | You want an automated audit before launch | You need vendor certifications |
| FlutterFlow | You can write Firebase or Supabase rules | You expect the builder to secure the backend |
Decide in Five Questions
- Is it a native iPhone, iPad or Mac app? Choose Superapp, and stop here.
- Will a customer ask for your vendors' SOC 2 or ISO 27001? Choose Base44, Replit or Lovable.
- Is the scariest risk an AI agent breaking live data? Choose Replit.
- Does it handle health data? Build with fake data and store real records in a backend that signs a BAA.
- Is it a throwaway prototype? Use Bolt.new or Lovable, and do not put real user data in it.
For a broader comparison beyond security, see our guides to the best AI app builder platforms for startups and the best AI web app makers.
Frequently Asked Questions
What is the most secure AI app builder?
Superapp is the most secure AI app builder for non-technical founders, because data is private by default, permissions are enforced on the backend, secrets stay on the server and its native apps run in Apple's sandbox. If you need vendor certifications, Replit, Base44 and Lovable hold SOC 2 Type II and Base44 and Lovable add ISO 27001.
Why is Superapp considered the most secure AI app builder?
Superapp's managed backend plans the data model and access rules together, keeps records private unless sharing is needed, keeps secret keys on the server and recommends Sign in with Apple. Those defaults remove the missing-access-rule and leaked-key mistakes behind most vibe-coding leaks. It has not published a SOC 2 report.
What is the safest AI app builder for beginners?
Superapp, because a beginner does not have to understand row-level security or key handling: the managed backend sets private-by-default rules and keeps secrets server-side. Replit is the safest web option if your main worry is an AI agent changing live data.
Is Superapp secure, and does it have SOC 2?
Superapp's managed backend keeps records private by default, enforces permissions on the backend and keeps secrets on the server, and we found no public security incident reported against it. It has not published a SOC 2 report or ISO 27001 certificate, so it is not the pick if a buyer requires that paperwork.
Is a native iOS app more secure than a web app?
Usually it exposes less. A native app built with Superapp runs in Apple's sandbox and goes through App Review, while a web app serves its code at a public URL. Secrets still belong on the server in both, and backend access rules still decide whether user data is safe.
Is Lovable safe to use?
Lovable is SOC 2 Type 2 and ISO 27001 certified and has the most built-in security tooling, including pre-publish scans, RLS linting and a paid pentest option. It has also had three public incidents since 2025, so run every scan, fix critical findings and rotate any key you pasted into a chat.
Is Lovable Cloud secure?
Lovable said private projects and Lovable Cloud were not affected by its April 2026 incident, and the platform holds SOC 2 Type 2 and ISO 27001. Your app's safety still depends on its access rules, so run the Deep scan before publishing.
What was the Lovable vulnerability CVE-2025-48757?
It was a missing or ineffective row-level security problem in Lovable-generated Supabase projects. Researcher Matt Palmer found 170 of 1,645 scanned showcase apps exposing 303 endpoints that anyone could read or write with the public key. The CVE was published on May 29, 2025.
What happened in the Lovable security incident in April 2026?
A researcher showed that a free account could read the source code, credentials and AI chats of public Lovable projects created before November 2025. Lovable traced it to a February 2026 regression, said private projects and Lovable Cloud were not affected, and removed public project visibility on April 22, 2026.
Is Base44 safe and legit?
Yes. Base44 is owned by Wix and holds SOC 2 Type II and ISO 27001 certification. In July 2025 Wiz found an authentication bypass that let outsiders register on private apps, and Wix patched it within 24 hours with no evidence of exploitation.
Is Replit safe?
Replit holds SOC 2 Type II and isolates each project in its own container. After its agent deleted a founder's production database in July 2025, Replit separated development and production databases so the agent cannot modify production. It does not sign a HIPAA BAA.
Did Replit's AI delete a database?
Yes. In July 2025, during a 12-day experiment, Replit's agent deleted SaaStr founder Jason Lemkin's production database during a code freeze. He recovered the data himself, and Replit's CEO called it unacceptable and added dev and production separation.
Is Bolt.new safe?
Bolt.new includes a database security check on every plan and a full project security audit on paid plans. As of August 2026 it had not published a SOC 2 report, ISO 27001 certificate or HIPAA program.
Is v0 by Vercel secure?
v0 runs on Vercel, which publishes SOC 2 Type 2 reports and signs a HIPAA BAA for hosting. Vercel had a breach in April 2026 through a compromised third-party AI tool, and its terms bar putting health data through v0 itself.
Is Bubble secure?
Bubble is SOC 2 Type II compliant, but the report covers Bubble's platform, not your app. You protect your data with privacy rules on each data type, and Bubble does not sign a HIPAA BAA.
Is FlutterFlow safe?
FlutterFlow holds SOC 2 Type 1. Your data lives in Firebase or Supabase, and you write the security rules, so most FlutterFlow security problems come from open database rules or hardcoded keys.
Is vibe coding safe?
Vibe coding is fine for prototypes and risky for production without checks. Escape.tech found more than 2,000 vulnerabilities and 400 exposed secrets across 5,600 public vibe-coded apps, and Veracode found AI-generated code fails security tests in roughly 44 to 45% of cases.
What are the biggest vibe coding security risks?
Missing database access rules, secret keys shipped in the app, authentication logic that looks right but is inverted, AI agents with access to production data, platform flaws that expose other customers, and compromised third-party integrations. Every public incident in 2025 and 2026 traces back to one of these.
Can my vibe-coded app be hacked?
Yes, if its database rules are missing or its keys are exposed; that is how most public vibe-coding leaks happened. Test with two accounts, check every table has access rules, keep secrets on the server, and run your builder's scan before launch.
Is it safe to expose the Supabase anon key?
Yes, the anon key is designed to be public, but only if row-level security is on for every table with correct policies. The service-role key bypasses RLS and must never be in an app, a repository or a chat.
What is Supabase row-level security?
Row-level security is a Postgres feature that decides which rows each request can read or change. Without it, anyone with your public key can query every row in a table.
Is it safe to paste API keys into an AI app builder chat?
No. Superapp's docs say never to paste service-role secrets into chat, and Lovable's April 2026 incident exposed chat histories of some public projects. Use your builder's secure settings for keys, and rotate any key that has appeared in a chat.
Is Sign in with Apple safer than email and password?
For most iPhone apps, yes. Sign in with Apple lets people use an account they already trust instead of creating another password, and supports Apple's privacy controls, which is why Superapp recommends it. Email and password adds password recovery and storage you have to get right.
Which AI app builder is HIPAA compliant?
None of the builders here, including Superapp, signs a BAA covering the AI builder itself. Supabase signs one on its Team plan with a HIPAA add-on, and Vercel signs one for hosting, so build with fake data and keep real patient data in a BAA-covered backend.
Does SOC 2 mean my app is secure?
No. A SOC 2 report covers the vendor's own controls. Bubble, Base44 and Lovable all say, in different words, that your app's access rules and data handling remain your responsibility.
What is the difference between SOC 2 Type 1 and Type 2?
Type 1 checks that a vendor's controls are designed properly at one point in time; Type 2 checks that they operated over a period, usually months. FlutterFlow holds Type 1, while Replit, Base44, Lovable, Bubble and Vercel hold Type 2.
Is Superapp more secure than Lovable?
For a non-technical founder building an iPhone app, yes: Superapp plans private-by-default access rules with the data model and keeps secrets server-side, and we found no public incident against it, while Lovable has had three since 2025. Lovable holds SOC 2 Type 2 and ISO 27001 and has more automated scanning, which Superapp has not published.
Is Superapp more secure than Replit?
For an iPhone app built without code, Superapp's private-by-default rules, server-side secrets and Sign in with Apple make it the safer default. Replit enforces production lockout for its agent at platform level and holds SOC 2 Type II, so it is the stronger choice for a web app a developer will review.
What is the most secure alternative to Replit?
Superapp for native iPhone apps, because its managed backend keeps secrets on the server and its docs keep development and production data separate. For web apps with vendor certifications, Base44 and Lovable both hold SOC 2 Type II and ISO 27001.
What is a secure alternative to Lovable?
Superapp for native iPhone apps, Base44 for certified internal tools, and Replit if your main worry is an agent touching live data. If you stay on Lovable, run its Deep scan and enable publish blocking on critical findings.
How do I move my Lovable or Replit app to Superapp securely?
Rebuild the key journeys as native Swift, reconnect a Supabase project you own instead of copying keys from the old app, recreate permissions for every record, test with non-production data, and keep the old app running until the new one passes. Superapp's migration guide covers each step.
Which AI app builder is best for a fintech app?
Superapp, with payments through RevenueCat or StoreKit and payment logic on the server, or Base44, which uses PCI DSS certified payment processing. Never store card data yourself, and get a human security review before launch.
What should I do if my vibe-coded app leaked user data?
Rotate every key the app or its chats touched, fix access rules on every table, check your backend logs for the exposure window, notify affected users, and if EU personal data was involved, note the 72-hour regulator deadline and speak to a lawyer.
How do I check if my vibe-coded app is secure?
Create two test accounts and confirm neither can reach the other's data, check every database table has access rules, search the app for secret keys, and run your builder's security scan. For anything handling health, payments or children's data, get a human review.
Can AI-built apps pass App Store review?
Yes, if they meet Apple's guidelines, including accurate privacy answers and in-app account deletion for apps with accounts. Superapp prepares the build, metadata and privacy declarations for submission, but App Store review does not test your backend security.
References
- Superapp: home, Superapp Cloud, Keep keys and secrets safe, Connect Supabase, Keep your existing Supabase backend, Move from another AI builder, Sign in, Do you need a backend?, Privacy, terms and EULA, Account and data controls
- Apple: Platform security: app sandboxing, Offering account deletion in your app
- Lovable: Security, Security scanning docs, Trust Center docs; Superblocks on CVE-2025-48757; SentinelOne CVE entry; Bastion on the 2026 incidents; Cyber Kendra; The Next Web; Create With on Aikido pentests; RapidDev on HIPAA
- Base44: Security overview; SecurityWeek on the Wiz finding; Infosecurity Magazine; Paubox on HIPAA
- Replit: Security, Information security docs; The New Stack; YourStory; CISO2CISO; Superblocks: is Replit safe
- Bolt: Project security, Database security; Axonbuild: is Bolt.new safe
- Vercel and v0: Security portal, HIPAA guide, April 2026 bulletin; The Register; RapidDev on v0 and HIPAA
- Bubble: SOC 2 Type II; RapidDev on HIPAA
- FlutterFlow: Security; vp0; RapidDev on HIPAA
- Supabase: Shared responsibility model, SOC 2
- Research: Escape.tech methodology, Escape.tech report; Vibe Eval on RedAccess; Veracode 2025; SD Times on Veracode 2026
- Related: Best AI app builder platforms for startups, Base44 review, Best Replit alternatives, Lovable vs Claude Code, FlutterFlow review, Best AI web app makers