Your AI-built site is leaking data.
Find the holes in 8 seconds.
Lovable, Cursor, Bolt and v0 ship working apps — not secure apps. Pantra scans for exposed API keys, missing RLS, open databases, weak headers and dependency CVEs — and gives you the exact prompt to fix each one in your AI tool.
Join 500+ vibe coders · rated 4.8/5 by early users
AI ships fast. AI also ships open doors.
These are not theoretical issues — they are the findings we see on almost every site built with Lovable, Cursor, Bolt or v0. Each one is a direct path to leaked customer data, a drained payment account or a hijacked domain.
Supabase tables wide open
Row Level Security disabled. Anyone who opens DevTools sees the anon key, hits /rest/v1/users, and downloads your entire user table as JSON in under a minute. No exploit needed — just a curl command.
Secret keys in the JS bundle
Service-role tokens, sk-* keys, AWS secrets sitting in the client bundle. Bots scrape public JS files 24/7 — an exposed OpenAI key gets drained to a $20k bill overnight. Stripe secret? Refunds issued straight to attacker cards.
Open .env and backup files
A single misplaced deploy config makes /.env, /.git/config, /dump.sql or /backup.zip publicly fetchable. One wget and the attacker owns your database credentials, your Stripe secret, your whole infrastructure.
No security headers
Missing CSP turns any XSS into full session theft. No HSTS means a coffee-shop Wi-Fi attacker downgrades your login to HTTP and reads the password. No X-Frame-Options? Clickjacking gets account takeovers with one iframe.
Known-vulnerable dependencies
AI tools pick popular-sounding packages without checking advisories. Outdated Next.js, vulnerable image libraries, abandoned auth helpers — each one a patched, publicly-documented exploit waiting to be automated by scanners.
Domain & email spoofable
Without SPF/DMARC, attackers send phishing mails from your own domain to your customers. Without CAA, anyone who breaches a CA can issue a cert for your domain and serve your site. Both silent, both devastating.
Automation doesn’t sleep. Neither do the bots scanning your site.
These are not James-Bond-level attacks. Each one is a commodity script that runs against every new domain on the internet — yours included, within hours of DNS propagation.
Database dump via anon key
Average cost: $148 per leaked record
Open DevTools → grab NEXT_PUBLIC_SUPABASE_ANON_KEY → curl /rest/v1/users?select=* → 10,000 user emails and password hashes on disk. Listed on BreachForums by dinner.
OpenAI / AWS key drained
Typical loss: $5k–$50k in 24 hours
GitHub-trained scraper finds sk-* in your public bundle → spins up 1,000 parallel requests → bills you $40k in GPT-4 compute before your rate-limit alert fires. Good luck getting a refund.
XSS → session takeover
Every logged-in user hijacked silently
Missing CSP + an unsanitised comment field = attacker script runs in every visitor’s browser. Steals session cookies, impersonates users, drains balances, orders shipments. You only notice from support tickets.
Phishing from your own domain
15–40% of customers fall for domain-spoofed mails
No SPF, no DMARC. Attacker sends "urgent password reset" from billing@yourdomain.com. Your customers click. Credentials straight to the attacker, support rage straight to you, reputation to the bottom.
/.env download → full infra ownage
Game over. All credentials rotate required.
wget https://yoursite.com/.env → DATABASE_URL, STRIPE_SECRET, JWT_SECRET, AWS keys in one file. Attacker now owns every system you own. Takes them 90 seconds. Takes you 6 months to recover trust.
Dependency CVE → remote code exec
Your server becomes someone else’s server
Your AI tool installs an outdated package with an RCE advisory. Shodan + automated scanners find it in hours, drop a cryptominer or ransomware loader on your box, pivot into your database. All via a library you never chose.
How a Lovable app ends up on BreachForums — step by step.
Not a hypothetical. This is the exact sequence we reconstruct every week when a founder emails us at 3am, panicking.
- 1T + 0h
You ship a new feature
Cursor generates a "user profiles" table. It creates the table, hooks up the REST endpoint — and forgets to enable Row Level Security. Everything works in your browser. You push to prod.
- 2T + 4h
A scanner finds you
Automated bots sweep the internet for new deploys. They diff your JS bundle, extract the Supabase URL and anon key, and probe /rest/v1/ for tables without RLS. Yours answers with data.
- 3T + 5h
The table is exfiltrated
One curl with ?select=*&limit=100000 and the attacker has your entire profiles table — emails, phone numbers, whatever you store. Zipped, encrypted, off your servers.
- 4T + 3 days
It gets listed for sale
The dump appears on BreachForums, Telegram channels, Russian-Market listings. Price: $200 for the whole dataset. Dozens of buyers download it. It will now circulate forever.
- 5T + 6 weeks
You hear about it on Twitter
A user screenshots their email in a leak checker, tags your handle. Now you have a disclosure notice, a GDPR fine risk, a mailing list of furious customers and no clue when it actually happened.
What Pantra would have done at T + 4h
Our daily scan hits the same REST endpoint the attacker does. It detects the RLS gap on the new table within one scan window, emails you "CRITICAL: user_profiles readable without auth" and hands you the exact SQL to close it — before the bots finish their sweep.
Keep vibe coding. We watch for breakage.
When you build with Lovable, Cursor, Bolt or v0, you ship every day. Every push can accidentally break security — RLS disabled on a new table, an API key bundled to the client, security headers stripped on a redeploy. Pantra scans your site every night and only emails you when something critical or high-severity actually appears.
Why vibe coders need this
- check_circleAI tools regenerate code — new tables ship without RLS, auth guards disappear silently.
- check_circleA single prompt can rewrite your server config and drop CSP or HSTS without you noticing.
- check_circleDeploys happen daily. Without monitoring you find out 6 weeks later — when data is already out.
- check_circleNo daily-report spam. Email only arrives when something critical or high-severity is new.
What we monitor every day
A green score today doesn't mean a green score tomorrow.
AI coding tools regenerate code on every change. A new table ships without RLS. A "fix auth" prompt downgrades your security headers. A redesign strips out the schema. Without monitoring you find out 6 weeks later — in a Telegram dump or a Google ranking crash.
Without monitoring
- 1Day 1: you ship an audit fix — score 85.
- 2Day 3: AI adds a feature that skips RLS.
- 36 weeks later: a user dumps your table on a Telegram channel.
With daily monitoring
- check_circleFull daily scan on every plan — Agency runs 2× per day
- check_circleEmail alert the moment a critical finding appears
- check_circleScore trend graph — SEO / Security / GEO over time
- check_circleDiff between scans — you see exactly what regressed
- check_circleCatch it in days, not months
Built with [tool]? We speak your stack.
Every vibe coder has its own blind spots. Pantra detects the stack and returns fix prompts in the right dialect.
Lovable
SEO, Security & GEO audit for Lovable apps
Run auditarrow_forwardCursor
SEO, Security & GEO audit for Cursor-built apps
Run auditarrow_forwardBolt
SEO, Security & GEO audit for Bolt.new apps
Run auditarrow_forwardv0
SEO, Security & GEO audit for v0 apps
Run auditarrow_forwardReplit
SEO, Security & GEO audit for Replit Agent apps
Run auditarrow_forwardBecause a secure site no one can find is still a tree falling in an empty forest.
Security is the headline — but every Pantra scan also runs a full SEO audit (meta, schema, Core Web Vitals, sitemap, headings) and a GEO audit for ChatGPT, Perplexity and Google AI Overviews. Fix-prompts included.
SEO audit
Meta tags, canonical, schema, sitemap, robots.txt, Core Web Vitals, alt-text, internal links. Graded 0–100.
GEO audit (AI visibility)
AI crawlers allowed, llms.txt, Q&A schema, SSR content, Bing verification. So ChatGPT & Perplexity actually cite you.
How AI picks what to recommend
AI engines crawl the web looking for structured, citable, server-rendered content. Pages with proper schema, FAQ blocks, and llms.txt rank higher in the AI-citation index. Once an engine learns to cite a source, it keeps citing — for the same query type — across millions of users.
Three plans. No free trial. No surprises.
Pay monthly, cancel anytime. VAT is calculated by Lemon Squeezy based on your country.
Starter
For solo vibe coders
- check1 project
- checkDaily Security Audit + Monthly GEO Audit
- checkSEO Strategy Generator
- checkStack-specific fix-prompts for Lovable, Cursor, Bolt, v0
- checkEmail alerts on new critical findings
- check30-day history · Trust badge mandatory
Pro
For indie devs with multiple apps
- check5 projects
- checkEverything in Starter
- check365-day history
- checkTrust badge removable
- checkGoogle Search Console integration
- checkPer-project monitoring toggle
Agency
For agencies & power users
- check15 projects
- checkEverything in Pro
- checkUnlimited history
- check5 team seats
- checkTrust badge removable
- checkPriority support
Cancel anytime. No questions asked.
Where your alerts are going next
Email alerts ship today. These channels are on the way — upvote what you need and we build it first.
Slack alerts
SoonNew critical findings pinged directly into your team channel with the fix-prompt ready to copy.
Discord alerts
SoonWebhook into your indie-hacker or community server. Same payload as Slack, Discord-native formatting.
Telegram bot
SoonPush notification on your phone the moment a regression hits production.
Generic webhooks
SoonPOST the full finding JSON to any endpoint. Plug Pantra into your own incident tooling.
Make.com + Zapier
SoonTrigger scenarios when a new critical issue appears — create a ticket, notify a client, page on-call.
Public API
SoonProgrammatic access to scans, findings and deltas. Part of the Enterprise plan — in beta for Agency.
Trusted by vibe coders worldwide
Indie hackers, SaaS founders and agencies use Pantra to ship audit-proof sites.
“Found a critical Supabase RLS leak on my Lovable app in under 10 seconds. The fix-prompt worked on the first try in Cursor.”
Jonas M.
Indie Hacker · Lovable
“The GEO audit caught that my site was invisible to ChatGPT. Two prompts later my content shows up in AI answers.”
Sarah K.
SaaS Founder · v0
“We run Pantra on every client site before handoff. Daily scans plus SMS alerts mean the Agency plan pays for itself on the first project.”
Marc D.
Agency Lead · Bolt + Cursor
“Daily monitoring caught a regression the morning after a Lovable update that broke all my meta tags. Would have bled traffic for weeks.”
Priya R.
Solo Founder · Lovable
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