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DEJAN

DEJAN is an AI SEO agency that makes global brands and e-commerce stores visible across AI search, chat, assistants and agents, using machine learning and mechanistic interpretability to understand why AI systems recommend brands.

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T08:56:52.685Z. Cached copy · Source on dejan.ai

# DEJAN

> DEJAN is an AI SEO agency that makes global brands and e-commerce stores visible across AI search, chat, assistants and agents, using machine learning and mechanistic interpretability to understand why AI systems recommend brands.

DEJAN publishes original research on AI visibility and AI-centric SEO. This file indexes the key pages, the full glossary of concepts, and every article. The complete machine-readable text of each article and concept is available in the Open Knowledge Format bundle at https://dejan.ai/okf/index.md.

## Key pages
- [AI SEO methodology](https://dejan.ai/ai-seo/): How DEJAN makes brands visible across AI search, chat and assistants.
- [Machine learning models](https://dejan.ai/models/): The models and tools DEJAN builds for AI visibility.
- [Blog](https://dejan.ai/blog/): All articles on AI visibility and AI-centric SEO.
- [Concepts glossary](https://dejan.ai/concepts/): Definitions of AI-visibility and AI-search terms.
- [Codebase Explorer](https://dejan.ai/process/): DEJAN's process as an answer graph, one element per question, opened by drilling from the top.
- [Book a call](https://dejan.ai/call/): Talk to DEJAN's senior strategy team.
- [Google Grounding & Snippet Selection](https://dejan.ai/gss/): An interactive analysis of Google's extractive grounding pipeline: how a page is split into passages, how candidates are retrieved, and how cross-attention scoring picks the snippet that gets shown.

## Concepts
- [A2UI (Agent-to-User Interface)](https://dejan.ai/concepts/a2ui): An open web standard that lets AI agents generate rich, interactive interfaces as declarative data, rendered through a client app's own trusted components inst…
- [AEO (Answer Engine Optimization)](https://dejan.ai/concepts/aeo-answer-engine-optimization): Answer Engine Optimization. A name for optimising to appear in AI answer engines.
- [AGI (Artificial General Intelligence)](https://dejan.ai/concepts/agi): A system that matches or exceeds human performance across the full range of cognitive tasks rather than one narrow slice. There is no agreed definition and no…
- [AI Agent](https://dejan.ai/concepts/ai-agent): An AI system that plans and executes multi-step tasks autonomously — researching, calling tools, and acting toward a goal rather than just answering.
- [AI Assistant](https://dejan.ai/concepts/ai-assistant): A conversational AI like ChatGPT, Gemini or Claude used for short, varied tasks — usually one question and one answer, not search-style queries.
- [AI Content Detection](https://dejan.ai/concepts/ai-content-detection): Classifying whether text was written by AI; as models improve, detection needs constant fine-tuning and hybrid deep-learning-plus-heuristic methods.
- [AI Crawlers](https://dejan.ai/concepts/ai-crawlers): The bots AI systems use — training-data scrapers versus agentic assistants — that site owners must decide whether to allow or block.
- [AI Influence](https://dejan.ai/concepts/ai-influence): The measurable
…

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