Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this
Tone of voice
53% of how AI describes Gitcoin Passport reads positive.
Words AI uses
AI reaches for sybil resistance · identity verification · widely used when it describes Gitcoin Passport.
Sources
gitcoin.co shapes more of what AI says about Gitcoin Passport than any other source, at 28% of its citations.
linkedin.com · eips.ethereum.org · ethereum.org · grants.gitcoin.co
The market map
On-Chain Reputation & Credential Tokens →Excerpts where Gitcoin Passport appeared in the AI's answer
Gitcoin Passport: Essential for implementing anti-plutocratic quadratic voting, as it addresses the core vulnerability—Sybil attacks—by requiring proof-of-personhood before allowing quadratic voting-based allocation.
Excerpts where Gitcoin Passport appeared in the AI's answer
Gitcoin Passport (GTC Token) : Gitcoin uses the Gitcoin Passport application as an identity verification and Sybil-resistance aggregator.
Gitcoin Passport & Verifiable Credentials (VCs) : Rather than transferring tokens, Gitcoin Passport aggregates stamp-based Verifiable Credentials
Excerpts where Gitcoin Passport appeared in the AI's answer
Gitcoin Passport / attestations Aggregates proofs of reputation rather than relying on a tradable token.
Excerpts where Gitcoin Passport appeared in the AI's answer
Gitcoin Passport: A high score is crucial for ensuring your donation is matched.
Gitcoin Passport-based sybil resistance is key to your donation counting.
