# AI Digital Karma > AI Digital Karma is the operating system for building digital assets that compound. Control the journey from idea to revenue, at the speed of AI. Controlled AI Speed to Market™ ## Machine-readable endpoints - [AI manifest](https://www.aidigitalkarma.com/ai/manifest.json): site identity and the map of every discovery endpoint - [LLM index](https://www.aidigitalkarma.com/llm.json): structured summary for language models, generated from the manifest - [Content catalog](https://www.aidigitalkarma.com/ai/catalog.json): schema.org DataCatalog of the public content and datasets - [Plain-text summary](https://www.aidigitalkarma.com/llm.txt): the same site summary as plain text - [Federation map](https://www.aidigitalkarma.com/ai/federation.json): constellation peers and relationships ## Datasets - [AI Digital Karma Content Library](https://www.aidigitalkarma.com/library/): Machine-readable inventory of public content and datasets for AI Digital Karma. (52 items) ## Pages - [Contact](https://www.aidigitalkarma.com/contact/): Join the protocol, ask about a build package, or get in touch about a trade school or constellation property. The form goes straight to Krisada. - [AI Digital Karma - Controlled AI Speed to Market](https://www.aidigitalkarma.com/): AI Digital Karma is the operating system for building digital assets that compound, controlling the journey from idea to revenue at the speed of AI. - [About AI Digital Karma](https://www.aidigitalkarma.com/about/): AI Digital Karma is the brand architecture that connects Krisada's digital trade schools and industry constellations into one operating system. - [Articles](https://www.aidigitalkarma.com/articles/): Cornerstone articles on AI search, structured data, digital assets, and the constellation model. - [Frequently Asked Questions](https://www.aidigitalkarma.com/faq/): Answers to the questions builders ask before joining a trade school or an industry constellation. - [Mission](https://www.aidigitalkarma.com/mission/): Prepare individuals and businesses for the AI economy by teaching modern digital trades while building digital assets that appreciate over time. - [The Library](https://www.aidigitalkarma.com/library/): Every reference layer in one place: articles, the ecosystem directory, the glossary, and the FAQ. - [We Retired llm.json. The Crawlers Kept Asking.](https://www.aidigitalkarma.com/article/we-retired-llm-json-the-crawlers-kept-asking/): In July we retired llm.json from the Digital Karma Federation because the manifest already carried the same information. Five weeks of server logs later, AI... - [How Industry Constellations Compound Authority](https://www.aidigitalkarma.com/article/how-industry-constellations-compound-authority/): A single site builds topical authority slowly. A constellation of related properties, deliberately cross-linked, builds it faster, because each property is e... - [What Is Controlled AI Speed to Market™?](https://www.aidigitalkarma.com/article/what-is-controlled-ai-speed-to-market/): AI has made publishing nearly instant. Controlled AI Speed to Market is the discipline of deciding which stages of the asset pipeline get to move that fast,... - [Why Digital Assets Outlast Content](https://www.aidigitalkarma.com/article/why-digital-assets-outlast-content/): Content depreciates the moment it's published. A digital asset is built to appreciate. The difference is whether the thing you publish still compounds value... - [how-do-i-join](https://www.aidigitalkarma.com/faq/how-do-i-join/) - [what-is-the-digital-karma-federation](https://www.aidigitalkarma.com/faq/what-is-the-digital-karma-federation/) - [are-the-trade-schools-free](https://www.aidigitalkarma.com/faq/are-the-trade-schools-free/) - [can-my-property-join-a-constellation](https://www.aidigitalkarma.com/faq/can-my-property-join-a-constellation/) - [how-does-this-relate-to-krisada](https://www.aidigitalkarma.com/faq/how-does-this-relate-to-krisada/) - [how-many-constellations-are-there](https://www.aidigitalkarma.com/faq/how-many-constellations-are-there/) - [what-does-membership-include](https://www.aidigitalkarma.com/faq/what-does-membership-include/) - [what-is-a-build-package](https://www.aidigitalkarma.com/faq/what-is-a-build-package/) - [what-is-a-digital-trade-school](https://www.aidigitalkarma.com/faq/what-is-a-digital-trade-school/) - [what-is-ai-digital-karma](https://www.aidigitalkarma.com/faq/what-is-ai-digital-karma/) - [what-is-an-industry-constellation](https://www.aidigitalkarma.com/faq/what-is-an-industry-constellation/) - [which-trade-school-should-i-start-with](https://www.aidigitalkarma.com/faq/which-trade-school-should-i-start-with/) - [who-is-this-for](https://www.aidigitalkarma.com/faq/who-is-this-for/) - [Digital Karma Federation](https://www.aidigitalkarma.com/glossary/digital-karma-federation/): The open standard every site in this portfolio uses to publish machine-readable files about itself, so AI systems can read the site without guessing. - [llm.json](https://www.aidigitalkarma.com/glossary/llm-json/): A small JSON file at the root of a website that tells a language model what the site is, what it publishes, and where the rest of its machine-readable files... - [llms.txt](https://www.aidigitalkarma.com/glossary/llms-txt/): A short markdown file at the root of a website that introduces the site to a language model and links to the pages worth reading first. - [Disclosure Gap](https://www.aidigitalkarma.com/glossary/disclosure-gap/): The difference between what Google shows in total search traffic and what it hides from the search query details. - [AI Search](https://www.aidigitalkarma.com/glossary/ai-search/): Discovery that happens through AI systems summarizing, citing, and recommending sources, rather than through a traditional ranked results page. - [AI Workflow](https://www.aidigitalkarma.com/glossary/ai-workflow/): A repeatable sequence of AI-assisted steps for producing a specific output, with a clear human checkpoint instead of an unsupervised end-to-end automation. - [Controlled AI Speed to Market™](https://www.aidigitalkarma.com/glossary/controlled-ai-speed-to-market/): The discipline of deciding which stages of the digital asset pipeline move at AI speed, and which stages stay human-controlled because they compound value ov... - [Digital Asset](https://www.aidigitalkarma.com/glossary/digital-asset/): Structured digital property, like a domain, a dataset, or a glossary entry, that appreciates in value as the rest of the ecosystem links to, cites, and build... - [Digital Trade School](https://www.aidigitalkarma.com/glossary/digital-trade-school/): A property that teaches one modern digital craft (AI imagery, film, websites, structured-data SEO, and so on) end to end, with a real build as the proof of s... - [Industry Constellation](https://www.aidigitalkarma.com/glossary/industry-constellation/): A deliberately cross-linked cluster of properties that share an audience and a body of expertise inside one industry, structured so each property is evidence... - [Structured Data](https://www.aidigitalkarma.com/glossary/structured-data/): Machine-readable markup, like JSON-LD, that states what a page or entity is directly, instead of leaving a search engine or AI system to infer it from prose. - [Topical Authority](https://www.aidigitalkarma.com/glossary/topical-authority/): The trust signal search engines and AI systems assign to a source based on how completely and consistently it covers a topic, built up over time rather than... - [AI Digital Karma Glossary](https://www.aidigitalkarma.com/glossary/): Plain-language definitions for the framework, brand architecture, and AI-search terms used across this site and the wider portfolio. - [Digital Trade Schools](https://www.aidigitalkarma.com/directory/ecosystem/trade-schools/): Modern digital trades, taught by builders who ship in public. Each school is its own property inside the constellation. - [Industry Constellations](https://www.aidigitalkarma.com/directory/ecosystem/constellations/): Clusters of related digital assets built to own search and AI-answer territory inside a single industry. - [The AI Digital Karma Ecosystem](https://www.aidigitalkarma.com/directory/ecosystem/): The full portfolio behind AI Digital Karma, organized into Digital Trade Schools and Industry Constellations. - [AIFilmArtists.com](https://www.aidigitalkarma.com/directory/ecosystem/trade-schools/aifilmartists-com/): The trade school for AI-assisted filmmaking: storyboarding, AI video generation, editing workflows, and shipping a finished short. - [AIImageArtist.com](https://www.aidigitalkarma.com/directory/ecosystem/trade-schools/aiimageartist-com/): The trade school for AI image generation as a craft: composition, prompt engineering, model selection, and building a sellable visual portfolio. - [AITradeSkills.com](https://www.aidigitalkarma.com/directory/ecosystem/trade-schools/aitradeskills-com/): The flagship trade school for general AI-era digital skills: prompting, workflow automation, and AI-assisted building across every other school in the conste... - [AIWebsiteSystems.com](https://www.aidigitalkarma.com/directory/ecosystem/trade-schools/aiwebsitesystems-com/): The trade school for building PHP+JSON flat-file websites with AI-assisted development: the same stack and workflow used to ship every property in this portf... - [Art & Creative](https://www.aidigitalkarma.com/directory/ecosystem/constellations/art-creative/): The constellation behind AI-assisted visual art, film, and the business of being a working digital artist. - [DatasetSEO.com](https://www.aidigitalkarma.com/directory/ecosystem/trade-schools/datasetseo-com/): The trade school for structured data and dataset-driven SEO: building the JSON-LD, entity graphs, and machine-readable datasets that make a site legible to A... - [DigitalArtistLife.com](https://www.aidigitalkarma.com/directory/ecosystem/trade-schools/digitalartistlife-com/): The trade school and lifestyle hub for working digital artists: combining AI-assisted creative workflows with the business side of running a digital art prac... - [Healthcare](https://www.aidigitalkarma.com/directory/ecosystem/constellations/healthcare/): Educational health, longevity, and supplement-science properties built on AI-readable structured data, with a strict no-medical-claims editorial standard. - [IBM Enterprise](https://www.aidigitalkarma.com/directory/ecosystem/constellations/ibm-enterprise/): A specialist constellation serving the IBM i (AS/400) enterprise systems audience, a niche almost entirely absent from AI-search structured data today. - [Packaging & Manufacturing](https://www.aidigitalkarma.com/directory/ecosystem/constellations/packaging-manufacturing/): An early-stage constellation reserved for B2B packaging and manufacturing properties, applying the same structured-data and trade-school model to an industri... - [RealSEOLife.com](https://www.aidigitalkarma.com/directory/ecosystem/trade-schools/realseolife-com/): The trade school for practical, no-hype SEO: real build logs, real audits, and the day-to-day discipline of ranking and being cited in an AI-search world. - [SEO & Marketing](https://www.aidigitalkarma.com/directory/ecosystem/constellations/seo-marketing/): The home constellation for structured-data SEO, practitioner-led marketing education, and the domain portfolio itself. ## Optional - [aisymantix.com](https://www.aisymantix.com/): related site in the same constellation - [digitalkarmaweb.com](https://www.digitalkarmaweb.com/): related site in the same constellation - [ainowguide.com](https://www.ainowguide.com/): related site in the same constellation - [aisymantics.com](https://www.aisymantics.com/): related site in the same constellation - [aitoaiconnect.com](https://www.aitoaiconnect.com/): related site in the same constellation - [aitoaidatasets.com](https://www.aitoaidatasets.com/): related site in the same constellation - [aitoaiexchange.com](https://www.aitoaiexchange.com/): related site in the same constellation - [aitoainetwork.com](https://aitoainetwork.com/): related site in the same constellation - [aitoaiweb.com](https://www.aitoaiweb.com/): related site in the same constellation - [aitoaiwebsites.com](https://www.aitoaiwebsites.com/): related site in the same constellation - [datasetsbuilder.com](https://www.datasetsbuilder.com/): related site in the same constellation - [datasetseo.com](https://www.datasetseo.com/): related site in the same constellation - [datasetsmaker.com](https://www.datasetsmaker.com/): related site in the same constellation - [instantreadvisibility.com](https://www.instantreadvisibility.com/): related site in the same constellation - [seo.krisada.com](https://seo.krisada.com/): related site in the same constellation - [signalarchitectgroup.com](https://www.signalarchitectgroup.com/): related site in the same constellation - [symatixai.com](https://www.symatixai.com/): related site in the same constellation Generated by the Digital Karma Federation v8.1 builder from /ai/manifest.json and /ai/catalog.json.