TL;DR: A security audit report ranks each flaw by severity. P0 means fix it now — real user data is at risk. P3 can wait in the backlog. Read the severity column first, weigh each score against your real risk, then turn the list into a week-by-week plan. This guide shows you how. It also shows what a bad report looks like, so you never pay for one.
Most founders open their first audit report and freeze. Forty pages. Strange codes. A wall of red. Should the first line item ruin your weekend, or wait until next quarter? You cannot tell, because nobody taught you how to read the thing.
This page fixes that. And if you want to study a real one first, our full sample report is public. Read it side by side with this guide.
What a security audit report actually tells you
A security audit report is a written record of three things. What is broken. How bad each item is. And what to do about it, in what order.
A good one covers four dimensions: security, reliability, performance, and monitoring. Many reports cover only the first and call it done. That misses the app that leaks no data but falls over at 50 users. It misses the one where nobody hears about errors until a customer tweets.
Keep one thing in mind as you read. The report is not the goal. The fix list it produces is. Every section below serves that list.
Severity levels explained: P0 to P3
Every serious report uses some version of a four-tier scale. Some vendors write Critical, High, Medium, Low. We write P0 to P3. The labels differ. The logic is the same. How bad is it, and how soon must it be fixed?
Here is how we set the tiers in every Launch Ready Code report:
| Severity | What it means | Fix window | Example |
|---|---|---|---|
| P0 — Critical | Open right now. Real user data at risk. No special skill needed to abuse it. | 24-48 hours | Database rules (RLS) off on a user table. A secret key you can read in the page source. An admin route with no login. |
| P1 — High | A serious weakness. Abuse takes some effort. | Within a week | No rate limits on auth routes. Weak session handling. Forged-request (CSRF) gaps. |
| P2 — Medium | A real weakness that needs a rare setup to bite. | Within a sprint (2-4 weeks) | Missing security headers. Error pages that show too much. |
| P3 — Low | A best-practice gap. Low real risk today. | Backlog | An old package with no known live exploit. |
The first habit of a good reader: ignore the total count. Severity beats volume every time. A report with 3 P0 findings is far more urgent than one with 40 P3 findings. Founders who skip this step fix the loudest item instead of the worst one.
The scale of the problem is not small. Symbiotic Security scanned 1,072 AI-built apps. 98% had at least one flaw. 16% had critical issues. CMU's SusVibes study put a flaw in 61% of AI-written code. If you built with Lovable, Bolt, or Cursor, assume your report will have red in it. That is normal. What matters is what you do next.
CVSS score vs practical risk
CVSS is the standard score for flaws. It rates each one from 0 to 10 based on how easy it is to abuse in theory. It is useful. It is also blind to your app.
Here is the trap. A 9.8 on an admin panel only your team can reach is often lower real risk than a 6.5 on a public signup form that leaks emails. The number does not know which route is public. The report should.
So when you read a finding, ask three questions the score cannot answer:
- Is the route public? A flaw behind a VPN is not the same as one on your landing page.
- Does it touch live user data? A test bug and a live leak deserve different weekends.
- Does a law apply? EU users bring GDPR duties. An AI chatbot brings the EU AI Act's Article 50 rules from August 2, 2026. Users must be told they talk to an AI. Fines run up to €15 million or 3% of global turnover.
That context is the difference between scanner output and a real audit. Our methodology page shows how we score each finding and how the /100 number is built. Any vendor should be able to show you the same.
What to fix first
Do not fix top to bottom. Fix in this order:
- Anything leaking data right now. Database rules left open, exposed keys, API routes that return full user tables with no login. CVE-2025-48757 hit 170+ Lovable-built apps through one open default. The same class of finding sits at the top of many reports. The Quittr breach is what ignoring it looks like.
- Anything that lets a stranger skip login. Broken session logic, missing token checks, paths that let a plain user act as an admin.
- Legal deadlines with a fixed date. Article 50 disclosure if you run an AI chatbot. The date does not move because your roadmap is busy.
- The rest, tier by tier, then by CVSS inside each tier.
One more rule. If two P0s compete, the one on a public route wins. Reach first, then damage.
Turn the report into a week-by-week plan
A good report does not just list problems. It gives you a sequence. Here is the four-week plan we attach to every paid audit:
- Week 1 — every P0. Database rules made owner-scoped (no
USING (true)policies — our RLS guide shows how). Leaked keys swapped out and moved server-side. Auth bypasses closed. - Week 2 — every P1. Rate limits on auth and API routes. Security headers set at the host. Session handling hardened. Test one endpoint now with the free rate limit checker.
- Week 3 — P2s and compliance gaps. Headers checked with the security headers checker. Privacy policy matched to what the app really does. Article 50 notice added if an AI feature talks to users. The Compliance Wing covers this layer.
- Week 4 — re-scan and confirm. Fixes overlap. A rushed key swap can break a route. A new header can block a script you need. Scan again and compare scores.
Why the re-scan matters: a report is a snapshot. The plan is only done when a second scan proves the score moved.
Red flags of a low-quality security audit report
Not every report is worth the PDF it ships as. Walk away, or push back hard, when you see these:
- No severity system. Every item labeled "finding" with no tiers. You bought a list, not a plan.
- CVSS-only scores with zero context. No word on whether the route is public or touches user data.
- Platform-blind language. A report on a Supabase-backed, Lovable-built app that never mentions RLS or the anon key was not written for your stack.
- Findings with no fix steps. "You have a CSRF flaw" is not useful without the change that closes it.
- No file and line references. A real finding points to a file and a line. Vague findings hide weak scans.
- No re-scan path. A one-time PDF with no way to check the fixes is a photo of the problem, not an audit.
- Security only, everything else ignored. If reliability, performance, and monitoring are missing, you got a quarter of the picture.
The fastest test of any vendor: ask for a sample. Ours is public at /sample-report, with the scoring method at /methodology. If a vendor will not show you either, that tells you the answer.
Why AI-built apps need a platform-aware report
If you shipped with Lovable, Bolt, Cursor, or v0, a one-size checklist built for big firms will miss your real risks. AI builders skip the same things over and over: rate limits, owner-scoped database rules, secret handling, headers. Our scanner is platform-aware — it spots the builder behind an app and probes the defaults that builder tends to leave open. Under load, one of its most common findings reads word for word: "No rate limiting detected under concurrent load." (k6Scanner.js:170).
The vibe coding security guide maps the OWASP Top 10 to AI-generated code. If your backend is Supabase, pair it with the free RLS checker to test your policies right now.
What a real audit costs in 2026
Every Launch Ready Code audit starts from a live URL. No code access. No install.
| Plan | Price | What you get |
|---|---|---|
| Free Scan | $0 | Launch Readiness Score /100 across all four areas, in about a minute |
| Launch Readiness Audit | $499 one-time | Branded PDF, every finding tagged P0 to P3, a ranked fix plan with time estimates, a benchmark vs 200+ audited apps, senior review of each finding |
| Compliance Score | $799 one-time | 60 automated checks across GDPR, EU AI Act, SOC 2 and ISO 27001 foundations |
| Starter / Builder / Pro | $149-$599/mo | Daily scans and digests, so new P0s never sit unseen |
| DFY Technical Setup | $1,999 setup | A named CTO ships the fixes, every change as a PR you approve |
Full details are on the pricing page. The honest path: run the free scan first. It tells you if you need anything more.
Read a real report before you buy one
Our full sample report is public — severity tiers, fix plan, benchmark and all. Then scan your own URL free and see your score out of 100.
View the sample reportFAQ
What does P0 mean in a security audit report?
P0 means critical. The flaw is open right now and real user data is at risk. Fix it within 24 to 48 hours. Everything else in the report waits until every P0 is closed.
Is a CVSS score the same as risk?
No. CVSS rates how easy a flaw is to abuse in theory, on a 0 to 10 scale. Real risk depends on your app: is the route public, does it touch live user data, do EU rules apply. A good report weighs both.
What should I fix first after a security audit?
Anything that leaks data comes first: open database rules, exposed keys, routes that skip auth. Then anything that lets a stranger act as a user. Then hard legal deadlines. Then the rest, in severity order.
How much does a security audit report cost in 2026?
Our full Launch Readiness Audit is $499 one time. It includes a branded PDF, a ranked fix plan with time estimates, and a benchmark against 200+ audited apps. A free URL scan gives you a score out of 100 first.
What are the red flags of a bad security audit report?
No severity tiers, no fix steps, and no mention of your actual stack. If the report never names your platform or your database, a generic scanner wrote it. A list of flaws with no plan is not an audit.
Can I see a real security audit report before I buy?
Yes. Launch Ready Code publishes a full sample report and the scoring method behind it. You can read both before you spend anything, and run a free scan on your own URL in about a minute.
Three habits make you a good reader of any security audit report. Learn the severity scale before you panic or shrug. Weigh every score against real risk. And demand a plan, not a PDF. Start with the sample report, then find out where you stand.