Most apps built with Cursor, Lovable, Bolt, and v0 ship with critical security gaps — exposed keys, broken auth, and no protection against prompt injection. ThreatLoop finds them before someone else does.
Audits across healthcare, fintech, SaaS, e-commerce, legaltech, edtech & proptech
When you build with AI tools, security is the last thing on the checklist — or it's not on the list at all.
OpenAI, Anthropic, and Supabase keys left in client-side code or public repos — visible to anyone who looks.
AI-generated auth flows and misconfigured Row Level Security policies leave user data open to anyone.
Attackers manipulate your AI agent through crafted inputs, hijacking its behavior or extracting your system prompt.
Unprotected AI endpoints can be hammered by bots — draining your API budget in hours and taking your app offline.
Agentic AI with too many permissions can be manipulated into deleting data, making purchases, or leaking PII.
PII, internal configs, and system prompt contents surfacing in error messages, logs, or API responses.
A structured, fixed-scope engagement — no open-ended retainers, no surprises.
You fill out a short form. We align on what your app does, what it handles, and what's most critical to protect.
We get to work. Our process is proprietary — built from real-world experience auditing AI-powered apps across every major stack.
Every vulnerability we find is documented with proof — not guesses. You'll know exactly what's broken and why it matters.
You receive a prioritized report with clear remediation steps, plus a live call to walk through everything together.
Fixed-scope engagements. No hourly billing. You know what you're getting before we start.
Best for solo founders pre-launch or post-launch with a single AI feature.
Built for apps handling real users, payments, or sensitive data.
For dev shops and agencies shipping multiple AI-powered products.
These aren't theoretical risks. They show up in nearly every AI app we review.
Book a ThreatLoop audit and get a clear picture of your app's security posture — with a prioritized action plan to fix it.
Book Your Audit →// Spots are limited. 5–7 business day turnaround. Fixed price, no surprises.
ThreatLoop provides fixed-scope security audits for AI-powered applications built with tools such as Cursor, Lovable, Bolt, v0, and similar AI-assisted development platforms. This document outlines the scope, methodology, deliverables, timeline, pricing, and terms of a standard Full Security Audit engagement.
The goal of this engagement is to identify, document, and provide remediation guidance for security vulnerabilities specific to AI-powered applications — including both conventional web application risks and AI-native attack vectors such as prompt injection, system prompt extraction, and agentic tool misuse.
The audit covers six core security domains specific to AI-powered applications:
| Domain | Focus Area |
|---|---|
| Secrets & Configuration | How credentials, keys, and environment configuration are handled across the stack |
| Authentication & Authorization | Whether identity and access controls are correctly implemented and enforced |
| AI-Specific Attack Vectors | Vulnerabilities unique to LLM-powered features and conversational interfaces |
| Agentic Tool Security | Whether AI agents operate within appropriate permission boundaries |
| API & Endpoint Security | How your application's interfaces hold up against abuse and unauthorized access |
| Data Exposure | Whether sensitive data is accessible, leaking, or improperly retained |
Out of scope: Infrastructure penetration testing, network-layer attacks, physical security, social engineering, and third-party vendor security assessments unless explicitly agreed upon.
ThreatLoop uses a proprietary audit methodology developed from hands-on experience with AI-powered applications across a wide range of stacks and deployment environments. Our approach combines both static and dynamic analysis with adversarial thinking — actively attempting to exploit weaknesses the way a real attacker would, not just running automated scans.
Specific techniques, tooling, and testing sequences are not disclosed publicly. Clients receive a full methodology summary within their audit report, scoped to what was performed during their specific engagement.
A structured report delivered within 5–7 business days containing:
A live walkthrough of findings with the client. Covers critical items in depth, answers remediation questions, and aligns on next steps. Scheduled after report delivery.
| Day | Activity |
|---|---|
| Day 0 | Intake form completed, access provided, engagement confirmed |
| Day 1 | Reconnaissance — attack surface mapping, codebase review begins |
| Days 2–3 | Active testing — auth, secrets, AI vectors, API endpoints |
| Days 4–5 | Report writing — findings documented, remediation guidance drafted |
| Day 5–7 | Report delivered · Debrief call scheduled |
$1,250
Flat fee · No hourly billing
50% due at engagement start. 50% due upon report delivery. Accepted via bank transfer, Stripe, or agreed method.
To complete the audit, ThreatLoop will require:
By signing below, both parties agree to the scope, terms, and pricing outlined in this document.
Client Signature
Name / DateThreatLoop
Authorized Representative / Date