Vibe Coding has no standard,
Verify your product. Certify to customers. Solidify with a seal.
Trusted by AI-native software teams worldwide
AI-Native Teams
Growth-Stage Startups
Technical Founders
Product Engineers
Platform Companies
Infrastructure Teams
AI Software Builders
Certification That Is A Proof.
V2P gives AI-built software a shareable seal of readiness, backed by review results that investors, customers, and technical teams can trust.
One grade. Two people who need it
Builders earn the seal
Test the app
See what broke
Fix before launch
Earn a score
Users inspect the seal
Click the seal
See what was verified
Trust before entering data
Understand the score
Builders
Build with confidence
Users
Trust with confidence
The Seal Is Not a Badge. It Is Ongoing Verification.
Most certifications are static snapshots. V2P is different.
V2P Certification includes a Live Trust Seal that reflects your current certification status.
The seal is dynamic, hosted, and subscription-based. Each time you re-audit, the seal updates to show your latest result. so your website always displays your most recent certification standing, not a frozen moment in time.
The Seal Is:
The Seal Is Not:
Dynamic
A downloadable image
Hosted
A permanent badge
Updated on each re-audit
A one-time purchase
Subscription-based
A static snapshot
Production Readiness Certification
A verifiable trust artifact that validates your AI application across security, architecture, code quality, and operational readiness dimensions.
Seal
A live seal for the site
Not just a picture, a link. Click it, and see exactly what was checked, and when.
Certificate
A certificate for sharing
Download it for a data room, or share the link. Every dimension, scored, in evidence.
Rubric
A published standard
Eight dimensions, graded the same way every time. A standard you can't inspect isn't one.
Smarter Models Aren't Fixing This
Model quality keeps improving. The rate of shipped vulnerabilities doesn't move.
1 in 5
enterprise security breaches now trace back to AI-generated code
Aikido
1 in 3
developers trust the accuracy of AI-written code, down from 2024
Industry survey
92%
of AI-built codebases carry at least one critical vulnerability
Sherlock
65%
of scanned vibe-coded production apps had security issues; 58% had a critical flaw
Escape.tech
Platform Capabilities
Code quality and maintainability indexing
Evaluates code structure, readability, and long-term ease of maintenance.
Architecture pattern and modularity analysis
Reviews how effectively the application is structured into scalable, reusable components.
Static security vulnerability detection
Identifies potential security risks within the source code before deployment.
AI-generated code risk assessment
Detects weaknesses and inconsistencies commonly found in AI-generated code.
Engineering best-practice conformance
Checks whether the application follows established software engineering standards.