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Scientific Threat Modeling & Scoring Matrix

AI Launch Score (0–100) Scoring Methodology

The AI Launch Score is an objective, mathematical security index designed to evaluate the launch-readiness of modern websites, SaaS applications, and AI tools. It synthesizes 200+ automated multi-engine checks across 6 weighted security dimensions into actionable readiness bands.

Multi-Engine Weighted Architecture

The 6 Dimensions of Launch Readiness

Unlike simple linting tools, Hack My Website evaluates both dynamic runtime attack surfaces and static code posture. Each dimension carries an explicit mathematical weight representing its exploitability in production.

35% WEIGHT

1. Runtime DAST & Fuzzing

OWASP ZAP active crawler fuzzing HTTP endpoints, query parameters, auth cookies, and dynamic injection points for runtime vulnerabilities.

SQLi, XSS, SSRF, IDOR Checks
Session Token & Auth Header Fuzzing
20% WEIGHT

2. Known CVEs & Exploits

Nuclei v3.3 template engine matching 200+ known CVEs, exposed backup databases, misconfigured Next.js routes, and unauthenticated panels.

Exposed .git, .env & Swagger Docs
Server-Side CVE Signature Matching
20% WEIGHT

3. Code SAST & Leaked Secrets

Semgrep static analysis scanning source maps, frontend client bundles, and GitHub repositories for hardcoded API keys, tokens, and database URIs.

Stripe, AWS, OpenAI, Firebase Keys
Frontend Source Map Leak Auditing
10% WEIGHT

4. Security Headers & TLS

Browser posture validation covering HSTS preload, Content-Security-Policy (CSP), CORS wildcard rules, and secure cookie parameters.

Strict-Transport-Security & Preload
X-Frame-Options & CSP Directives
10% WEIGHT

5. DNS Ownership Proof

Cryptographic DNS TXT or well-known token verification proving legal asset control, preventing unauthorized scanning and spoofed targets.

Safe Harbor & Asset Authorization
Automated Root/Apex Token Lookup
5% WEIGHT

6. Remediation & Patch Velocity

Continuous posture monitoring rewarding teams that resolve reported vulnerabilities and trigger verification re-scans within 30 days.

30-Day Patch Velocity Verification
Historical Regression Prevention
Mathematical Deduction Model

Severity Penalties & Mathematical Guardrails

Every scanned domain begins at a baseline of 100 points. Deductions are subtracted deterministically according to CVSS 3.1 severity scores, bounded by safety caps so non-critical noise never tanks an otherwise robust site to zero.

CVSS 3.1 Severity Penalty Scale
Critical Severity Finding

SQL Injection, Unauth RCE, Hardcoded DB Credentials

-15 PTS
High Severity Finding

Stored XSS, Broken Object Auth (IDOR), Leaked Stripe Key

-8 PTS
Medium Severity Finding

Missing CSP, Permissive CORS Wildcard, Open Redirect

-3 PTS
Low / Informational Advisory

Missing Referrer-Policy, Verbose Server Headers

-1 PT
Mathematical Guardrails

To prevent duplicate warnings (e.g. 10 missing header variants) from masking actual code security, deductions within each vector are strictly capped at that vector's maximum assigned weight.

Positive Bonus Incentives
Cryptographic DNS Ownership Verified+5 PTS
30-Day Patch Re-test Complete+5 PTS
Formula: Score = clamp(0, 100 - Penalties + Bonuses, 100)
Deployment Decision Matrix

Readiness Bands & Go/No-Go Decision Matrix

Scores translate into four clear readiness classifications used by engineering leads, investors, and security auditors to decide whether an application is safe for production traffic.

85 – 100 PTS

🟢 Launch Ready

Hardened production posture. Zero high or critical vulnerabilities. All security headers and DNS verification in place.

Status: Approved for Production & Payments
70 – 84 PTS

🟡 Action Recommended

Minor configuration advisories present. Safe for staging and closed beta, but requires fixing before public marketing push.

Status: Staging Safe • Fix Before Scaling
50 – 69 PTS

🟠 High Risk

High severity issues or secret leaks detected. Attackers could exploit these to extract customer data or hijack sessions.

Status: Unsafe for Live Payments or Users
0 – 49 PTS

🔴 Launch Blocker

Critical structural vulnerabilities or exposed administrative databases. Do not deploy to production under any circumstances.

Status: Critical Hazard • Immediate Refactor

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