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Am I on AI
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Profound helps brands gain visibility in AI-generated answers, optimize their presence in LLM-based answer engines, and stay competitive in the zero-click world.

Reblaze
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Escape.tech
Salt
ZeroThreat.ai
Pynt.io
Metlo API Security
Open-source API security middleware — contract-first validation beyond the WAF.

Which is more popular?
Website, pricing, platforms and company facts side by side.
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| Website | tryprofound.com | contractshield.dev |
| Pricing | ||
| Platforms | — | |
| Company | — | Startup from Switzerland · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Profound yet.
ContractShield is open-source runtime API security middleware that validates every API request against your OpenAPI contract. It catches business logic attacks — authentication bypasses, BOLA/IDOR, parameter tampering, prototype pollution — that traditional WAFs and API gateways miss because they...
What each product offers, as listed by its team.


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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Profound and ContractShield.dev.
ContractShield.dev's answer:
ContractShield is the only open-source middleware that enforces your OpenAPI contract at runtime — not just for documentation, but as a security policy.Most API security tools either scan for vulnerabilities (shift-left testing) or inspect payloads for known attack patterns (WAFs). ContractShield does neither. It sits inside your application and validates every request against what your API should do, not what attacks look like.
The result: it catches business logic attacks — authentication bypasses, BOLA/IDOR, parameter tampering, prototype pollution — that produce perfectly valid HTTP requests every WAF in the world allows through.
ContractShield.dev's answer:
vs. WAFs (Cloudflare, AWS WAF, Reblaze): WAFs can't see business logic. A GET /api/v1/users/456 from an attacker looks identical to a legitimate request. ContractShield understands the contract and blocks it.
vs. API security platforms (Salt, Noname, Traceable): These are enterprise-grade, agent-based, and expensive. ContractShield is lightweight middleware you install in 5 minutes with zero infrastructure changes.
vs. API testing tools (Akto, Escape.tech, Pynt): These find vulnerabilities before production. ContractShield blocks attacks in production — they're complementary, not competing.
Open source core (Apache 2.0): No vendor lock-in, fully auditable code, free for production use. Security certifications include OWASP ASVS Level 1, OpenSSF Scorecard, and SLSA Build Level 1 provenance.
Multi-platform from day one: Node.js, Python, and Java — covering ~80% of the API development market.
ContractShield.dev's answer:
Backend developers and API engineers building REST APIs who want runtime protection without adding infrastructure complexity
DevSecOps teams looking to enforce API contracts as security policy in CI/CD and production
CTOs and engineering leads at startups and mid-market companies who need API security beyond their WAF but can't justify six-figure enterprise platform contracts
Regulated industries (fintech, healthtech, identity verification) where API business logic protection is a compliance requirement
Teams already using OpenAPI specifications — ContractShield turns their existing documentation into an active security layer
ContractShield.dev's answer:
ContractShield was born from years of penetration testing. Running API security assessments for clients, we kept finding the same pattern: organizations had invested in WAFs, API gateways, and network security — yet their APIs were wide open to business logic attacks.
Authentication bypasses. BOLA/IDOR. Parameter tampering. Prototype pollution. Every single one produced clean, valid HTTP requests that sailed through every layer of infrastructure security. The vulnerability wasn't in the payload — it was in the logic.
We realized the gap: infrastructure tools protect the transport layer, but nobody was protecting the contract layer — the actual business rules that define what an API should and shouldn't do.
So we built ContractShield as middleware that reads your OpenAPI specification and enforces it at runtime. Your API contract becomes your security policy. If it's not in the spec, it's blocked. If auth is required, it's enforced. If the schema says no, it means no.
We open-sourced the core under Apache 2.0 because API security shouldn't be a luxury reserved for enterprises with six-figure budgets. We continue to offer Penetration Testing as a Service (PTaaS) alongside the product — because automated protection and expert assessment together provide the strongest security posture.
ContractShield.dev's answer:
ContractShield.dev's answer:
ContractShield PTaaS (our own penetration testing platform runs on ContractShield). Privacy is our moto, contact us for more information.
Share your experience with using Profound and ContractShield.dev. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Profound offers a free 7-day trial with 50 daily prompts on ChatGPT, Gemini and AI Overviews. After that it's Enterprise only, priced on a demo call, with up to 9 engines.
Say they read the public interface: Miraqo, SE Ranking, Otterly.AI, Peec AI (logged out; its add-on models run through APIs) and Profound. Semrush says its answers are "captured from real requests and not via any APIs...
This article provides a complete guide to the 5 Best AI Visibility Tools in 2026, including AVO by Avonetiq, Profound, Peec AI, AthenaHQ, and Visby AI. It compares their key features, pricing, advantages, limitations,...
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