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The idea is that authority signals compound across layers, and that the practitioners who win in AI-influenced search are the ones who have built credibility that's visible at multiple levels: the domain level, the authorship level, the content structure level. An OKF bundle adds one more layer to that stack: the content graph level.", "sourceUrl": "https://brianwinum.com/google-just-standardized-the-machine-readable-web-and-almost-nobody-noticed/", "pageTitle": "Google Just Standardized the Machine-Readable Web, and Almost Nobody Noticed", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "definition" } ] }, { "entityId": "catalyst-content", "@type": "ProprietaryTerm", "name": "Catalyst Content", "canonicalLabel": "citation-oriented content types", "description": "Brian Winum's term for content types built to earn AI citation: expert roundup articles sourced through journalist query platforms and original data studies from structured community surveys.", "hasChunks": [ { "chunkId": "catalyst-content-c1", "text": "The specific content types that hold up best here are what I've been calling Catalyst Content. Expert roundup articles built through journalist query platforms like HARO, as well as solid alternatives like Featured, Qwoted, and Source of Sources, pull in named expert contributors who legitimize the piece in ways that AI systems actively look for when deciding what to cite.", "sourceUrl": "https://brianwinum.com/google-killed-the-traffic-play-the-authority-play-is-stronger-than-ever/", "pageTitle": "Google Killed the Traffic Play. The Authority Play Is Stronger Than Ever.", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "definition" }, { "chunkId": "catalyst-content-c2", "text": "And original data studies, generated by running structured surveys through niche Facebook groups and subreddits and writing up the results as a research article, are even more powerful.", "sourceUrl": "https://brianwinum.com/google-killed-the-traffic-play-the-authority-play-is-stronger-than-ever/", "pageTitle": "Google Killed the Traffic Play. 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The AI era just makes the “why” transparent: you're building the semantic map that tells retrieval systems this source has comprehensive, coherent coverage of a domain.", "sourceUrl": "https://brianwinum.com/google-killed-the-traffic-play-the-authority-play-is-stronger-than-ever/", "pageTitle": "Google Killed the Traffic Play. The Authority Play Is Stronger Than Ever.", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "definition" } ] }, { "entityId": "digital-fingerprinting-stack", "@type": "ProprietaryTerm", "name": "Digital Fingerprinting Stack", "canonicalLabel": "content provenance signal stack", "description": "Brian Winum's term for combining blockchain-based content timestamping, DMCA content protection certificates, and Wayback Machine archiving, referenced together in structured schema markup as verifiable provenance signals.", "hasChunks": [ { "chunkId": "digital-fingerprinting-stack-c1", "text": "The Digital Fingerprinting Stack. This one is forward-looking but increasingly important. I have been implementing what I think of as a Trust Stacking approach for clients: combining blockchain-based content timestamping via ScoreDetect with DMCA content protection certificates and Wayback Machine archiving, all of which are referenced in structured schema markup on the page.", "sourceUrl": "https://brianwinum.com/google-killed-the-traffic-play-the-authority-play-is-stronger-than-ever/", "pageTitle": "Google Killed the Traffic Play. The Authority Play Is Stronger Than Ever.", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "definition" } ], "relations": [ { "predicate": "INCLUDES", "targetName": "Blockchain timestamping", "targetId": "blockchain-timestamping" }, { "predicate": "INSTANCE_OF", "targetName": "Trust Stacking", "targetId": "trust-stacking" } ] }, { "entityId": "llms-txt", "@type": "Concept", "name": "llms.txt", "description": "A machine-readable summary file served at a site's domain root that gives AI agents a structured overview of what the site is and which pages matter most, now audited for by Chrome's Lighthouse Agentic Browsing report.", "hasChunks": [ { "chunkId": "llms-txt-c1", "text": "LLMs.txt started as a content discovery tool, essentially a structured table of contents for AI. Here's what's on this site. Here are the most important pages. It's a hint file. That's still valuable.", "sourceUrl": "https://brianwinum.com/google-said-ignore-llms-txt-then-they-audited-for-it/", "pageTitle": "Google Said Ignore LLMs.txt. Then They Audited for It.", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "definition" }, { "chunkId": "llms-txt-c2", "text": "The average web page weighs around 2,600 KB. The average LLMs.txt file weighs around 9.8 KB. That's a roughly 275x efficiency difference in what an agent has to process to understand what your site is and what it offers.", "sourceUrl": "https://brianwinum.com/google-said-ignore-llms-txt-then-they-audited-for-it/", "pageTitle": "Google Said Ignore LLMs.txt. Then They Audited for It.", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "statistic" }, { "chunkId": "llms-txt-c3", "text": "The second is LLMs.txt, which points an AI agent at the handful of pages you most want read. Think of it as the signal that says if you only have time for a few things, start here.", "sourceUrl": "https://brianwinum.com/google-just-standardized-the-machine-readable-web-and-almost-nobody-noticed/", "pageTitle": "Google Just Standardized the Machine-Readable Web, and Almost Nobody Noticed", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "definition" } ] }, { "entityId": "open-knowledge-format", "@type": "Standard", "name": "Open Knowledge Format", "alternateName": [ "OKF" ], "description": "Google's v0.1 open specification, published June 12, 2026, for representing website content as a directory of markdown files with YAML frontmatter that AI agents can read directly, layering on top of sitemap.xml and LLMs.txt.", "hasChunks": [ { "chunkId": "open-knowledge-format-c1", "text": "At its core, OKF is a directory of markdown files. Each file represents a piece of content, whether an article, a concept, or a data set, and carries a short block of YAML at the top. That YAML block contains a handful of structured fields: the type of content it is, a title, a description, a link back to the original resource, some tags, and a timestamp.", "sourceUrl": "https://brianwinum.com/google-just-standardized-the-machine-readable-web-and-almost-nobody-noticed/", "pageTitle": "Google Just Standardized the Machine-Readable Web, and Almost Nobody Noticed", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "definition" }, { "chunkId": "open-knowledge-format-c2", "text": "One thing to be clear about before we go further: this is a v0.1 draft spec, published June 12, 2026. 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It hands over the content itself, every page converted to clean markdown and cross-linked into a graph an agent can actually walk.", "sourceUrl": "https://brianwinum.com/google-just-standardized-the-machine-readable-web-and-almost-nobody-noticed/", "pageTitle": "Google Just Standardized the Machine-Readable Web, and Almost Nobody Noticed", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "evidence" } ], "relations": [ { "predicate": "PRODUCED_BY", "targetName": "Google" }, { "predicate": "RELATES_TO", "targetName": "llms.txt", "targetId": "llms-txt" } ] }, { "entityId": "blockchain-timestamping", "@type": "Concept", "name": "Blockchain timestamping", "description": "Creating a cryptographic, independently verifiable proof of when a piece of content existed by anchoring its fingerprint to a blockchain, producing chronological documentation that cannot be faked or backdated.", "hasChunks": [ { "chunkId": "blockchain-timestamping-c1", "text": "When I timestamp a piece of content, it generates a unique cryptographic proof that can’t be faked or backdated. This has already saved me countless headaches in proving my work’s originality.", "sourceUrl": "https://brianwinum.com/the-new-age-of-authorship-blockchain-timestamping-meets-google-e-e-a-t/", "pageTitle": "The New Age of Authorship: Blockchain Timestamping Meets Google E-E-A-T", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "definition" }, { "chunkId": "blockchain-timestamping-c2", "text": "Content authentication through blockchain timestamping delivers two crucial benefits that traditional methods can’t match: tamper-proof chronological documentation and a transparent trust signal that anyone can verify (including Google).", "sourceUrl": "https://brianwinum.com/the-new-age-of-authorship-blockchain-timestamping-meets-google-e-e-a-t/", "pageTitle": "The New Age of Authorship: Blockchain Timestamping Meets Google E-E-A-T", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "evidence" } ], "relations": [ { "predicate": "IMPROVES", "targetName": "E-E-A-T", "targetId": "eeat", "confidence": "declared" } ] }, { "entityId": "eeat", "@type": "Concept", "name": "E-E-A-T", "alternateName": [ "Experience, Expertise, Authoritativeness, Trustworthiness" ], "description": "Google's four-pillar framework for evaluating content quality: Experience, Expertise, Authoritativeness, and Trustworthiness.", "hasChunks": [ { "chunkId": "eeat-c1", "text": "But let me break it down simply: Experience, Expertise, Authoritativeness, and Trustworthiness. 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Your article, URL, author information, and private credentials are not placed on the blockchain.", "sourceUrl": "https://brianwinum.com/wp-contentledger/", "pageTitle": "Prove WordPress Content Authorship with WP ContentLedger", "publisher": "Brian Winum", "retrieved": "2026-07-20", "contentType": "procedure" } ] } ] }