Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
Quantstamp is a global leader in blockchain security, providing full-stack Web3 security services including smart contract audits, L1/L2 security, and penetration testing. Since 2017, the company has secured billions in digital assets for over 250 clients across 60+ ecosystems.
Words AI uses
AI reaches for long-standing · reputable · established when it describes Quantstamp.
Sources
quantstamp.com shapes more of what AI says about Quantstamp than any other source, at 17% of its citations.
datawallet.com · coingecko.com · buyucoin.com · chain.link
The market map
DeFi Smart Contract Audit Services →Where AI ranks Quantstamp
Excerpts where Quantstamp appeared in the AI's answer

Quantstamp — Provides smart contract security audits and blockchain security services.

Quantstamp — established option offering audits plus post-deployment security services.
Excerpts where Quantstamp appeared in the AI's answer

Quantstamp — One of the longest-running, most widely used smart contract auditors, trusted for repeatable process and breadth across mainstream DeFi and infrastructure.

Quantstamp: A veteran firm that has secured major DeFi platforms, including Maker and Curve.