Data as of Aug 25, 2026 · Based on 2,268 AI responses · See how Parse measures this
On-Chain Reputation & Credential Tokens
Parse
https://parse.gl
Ethereum continues to be the foundational layer for on-chain reputation and credentialing in AI-generated answers. However, a significant shift is underway as specific concepts like Soulbound Tokens and protocols such as the Attestation Service are now consistently cited as the primary mechanisms for building verifiable digital identity.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | The foundational blockchain for smart contracts, credentials, and reputation systems. | 35% | |
| 2 | The leading tool recommended for gating | 15% | |
| 3 | A top recommended Layer 2 for low-cost NFTs and token-gating. | 14% | |
| 4 | A rapidly emerging protocol for creating portable on-chain attestations. | 12% | |
| 5 | 11% | ||
| 6 | An early leader for building a portable, professional on-chain resume. | 11% | |
| 7 | Recognized for its Passport aggregating credentials for Sybil resistance. | 10% | |
| 8 | 9% | ||
| 9 | Frequently cited for proving participation and attendance at events. | 8% | |
| 10 | 8% | ||
| 11 | 8% | ||
| 12 | 6% | ||
| 13 | 6% | ||
| 14 | 5% | ||
| 15 | 5% | ||
| 16 | 5% | ||
| 17 | 5% | ||
| 18 | The primary non-transferable token concept for on-chain credentials and achievements. | 4% | |
| 19 | 4% | ||
| 20 | 4% | ||
| 21 | 4% | ||
| 22 | 3% | ||
| 23 | 3% | ||
| 24 | 3% | ||
| 25 | 3% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
medium.com is the page AI reaches for most here, cited in 37% of analyzed answers.
“a generic platform for issuing standard ERC-20 tokens” → “the foundational layer for specific credential standards like SBTs and attestations”
Surged from #17 in Nov 2025 to #4 by Mar 2026.
Dominated resume queries in late 2025 but fell out of top rankings by March 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 20% | 20% | ||
| 19% | 17% | ||
| 6% | 18% | ||
| 18% | 12% | ||
| 12% | 15% |
The two models disagree most about Soulbound Tokens (SBTs) (ChatGPT #24, Google #7) and Solana (ChatGPT #16, Google #2).
Ethereum continues to be the foundational layer for on-chain reputation and credentialing in AI-generated answers. However, a significant shift is underway as specific concepts like Soulbound Tokens and protocols such as the Ethereum Attestation Service are now consistently cited as the primary mechanisms for building verifiable digital identity.
Across 2,268 AI responses, Ethereum is mentioned most, named in 35% of them, followed by Collab.Land (15%) and Polygon (14%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,268 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI answers have consistently centered on Soulbound Tokens (SBTs) as the primary mechanism for attesting to skills. Over time, the responses evolved from introducing the general concept of SBTs to citing specific applications and related primitives like POAPs.
Brands mentioned
AI answers have consistently centered on Soulbound Tokens (SBTs) as the primary mechanism for attesting to skills. Over time, the responses evolved from introducing the general concept of SBTs to citing specific applications and related primitives like POAPs.
The consensus is that Soulbound Tokens (SBTs) or other non-transferable credentials are the best fit, often built on Ethereum. Initial answers focused on the SBT concept, while later responses began incorporating the importance of Verifiable Credentials (VCs) and identity-focused blockchains.
The consensus is that Soulbound Tokens (SBTs) or other non-transferable credentials are the best fit, often built on Ethereum. Initial answers focused on the SBT concept, while later responses began incorporating the importance of Verifiable Credentials (VCs) and identity-focused blockchains.
The market map
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