Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this
OriginTrailorigintrail.ioOriginTrail provides a Decentralized Knowledge Graph (DKG), an open, peer-to-peer memory infrastructure for AI agents that stores, shares, and verifies knowledge with provenance and on-chain anchors. It enables private, collaborative, and verifiable memory across multiple agents and platforms, keeping data on users' nodes and using Context Graphs for scoped collaboration. The DKG aims to improve AI trust and fidelity by offering vendor-neutral memory layers (working, shared, and verifiable) and applying real-world solutions across supply chains, transportation, healthcare, and more.
Tone of voice
60% of how AI describes OriginTrail reads positive.
Words AI uses
AI reaches for decentralized knowledge graph · verifiable · decentralized when it describes OriginTrail.
Sources
origintrail.io shapes more of what AI says about OriginTrail than any other source, at 21% of its citations.
reddit.com · medium.com · docs.origintrail.io · bittime.com
The market map
DePIN & AI Infrastructure Tokens →Excerpts where OriginTrail appeared in the AI's answer
OriginTrail — TRAC: probably the closest match to a decentralized knowledge market.
OriginTrail — $TRAC: Best fit for a decentralized knowledge graph/knowledge infrastructure.
Excerpts where OriginTrail appeared in the AI's answer
OriginTrail / Trace Labs — probably the closest fit. Their Decentralized Knowledge Graph is explicitly designed for AI provenance, verifiable knowledge, ownership, and blockchain-anchored memory.
OriginTrail — Utilizes a Decentralized Knowledge Graph (DKG) combined with blockchain to establish a verifiable memory and context layer for AI agents and models.
Excerpts where OriginTrail appeared in the AI's answer
OriginTrail (TRAC) : A decentralized knowledge graph (DKG) infrastructure that connects physical goods
OriginTrail is arguably even more interesting if your priority is interoperability and supply-chain data
Excerpts where OriginTrail appeared in the AI's answer
OriginTrail ($TRAC): Provides data provenance and knowledge-graph infrastructure to ensure verifiable, tamper-proof scientific records.
OriginTrail (TRAC): Used to ensure data integrity and transparency, particularly for sharing research data.
Excerpts where OriginTrail appeared in the AI's answer
OriginTrail (TRAC) : The largest asset bridging DePIN and DeSci, utilizing a Decentralized Knowledge Graph (DKG) to verify scientific data and AI training inputs.
OriginTrail may not be a direct part of the DeSci movement like Hippocrat or VitaDAO
Excerpts where OriginTrail appeared in the AI's answer
OriginTrail (TRAC): A major project focused on decentralized knowledge, with a market cap over $150 million.
Excerpts where OriginTrail appeared in the AI's answer
OriginTrail (TRAC TRAC𝐓𝐑𝐀𝐂) structure real-world asset and credential data securely across decentralized networks.
OriginTrail for broader verifiable knowledge and credential infrastructure.
