What is GEO (Generative Engine Optimization)?

GEO is the practice of optimizing web content to be discovered, indexed, and cited by AI models (like ChatGPT, Claude, Perplexity) rather than traditional search engines. It focuses on structured data, clear citations, authoritative content, and AI-crawlable formatting.

How does DocLumi optimize for AI discovery?

DocLumi uses 15 AI bot User-Agent patterns for detection, Schema.org structured data (Organization, FAQ, Article, BreadcrumbList, TechArticle), citation-backed content, multilingual SEO (en/zh-CN), and real-time GEO tracking middleware that logs every AI bot visit with 60-second deduplication.

Which AI crawlers does DocLumi track?

DocLumi tracks GPTBot (OpenAI/ChatGPT), ClaudeBot (Anthropic), Google-Extended (Bard/Gemini), PerplexityBot, Bytespider (ByteDance/TikTok), Meta-ExternalAgent (Llama), AppleBot-Extended (Siri/Apple Intelligence), Cohere-AI, Amazonbot (Alexa), OAI-SearchBot, YouBot, ImagesiftBot, Diffbot, PetalBot (Huawei), and Barkrowler.

Does structured data help with AI search rankings?

Yes. Structured data (Schema.org JSON-LD) helps AI models understand the meaning and context of your content. FAQ, HowTo, Article, and Product schemas are particularly effective — Perplexity and ChatGPT heavily weight FAQ markup for Q&A citations. A Princeton study showed citation-backed content gets 40% more AI visibility.

Generative Engine Optimization

AI Models Discover DocLumi

Optimized for 15+ AI crawlers. Real-time GEO tracking. Every answer from ChatGPT, Claude, and Perplexity can cite DocLumi content.

AI Bot Types Tracked

AI Bot Visits Today

Documents Indexed

100%

Structured Data Coverage

How AI Models Find Content

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1. Crawl

AI bots (GPTBot, ClaudeBot, etc.) visit doclumi.com, detected by our GEO middleware, logged with 60s dedup.

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2. Index

Structured data (Schema.org JSON-LD) tells AI models exactly what each page contains — FAQ, articles, comparisons.

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3. Cite

When users ask AI about PDF tools, translations, or document AI, DocLumi content appears with citation links.

15 AI Crawlers Optimized

Bot	Purpose	Status
GPTBot (OpenAI)	Powers ChatGPT and GPT-4o browsing. Indexes content for real-time AI answers with citation links.	Active
ClaudeBot (Anthropic)	Powers Claude.ai browsing. Prefers well-structured, citation-heavy content with clear authorship.	Active
Google-Extended	Google's AI training and Bard/Gemini grounding crawler. Respects robots.txt directives.	Active
PerplexityBot	Perplexity AI's crawler. Specializes in Q&A — heavily rewards FAQ and HowTo schema markup.	Active
Bytespider (ByteDance)	TikTok/Douyin AI crawler. Prioritizes multilingual content; strongly favors zh-CN alternate pages.	Active
Meta-ExternalAgent	Meta AI (Llama) training crawler. Used for AI model training and Meta AI assistant grounding.	Active
AppleBot-Extended	Apple Intelligence crawler. Used for Siri and Apple AI features; strict robots.txt compliance.	Active
Cohere-AI	Cohere's enterprise AI crawler. Focuses on technical documentation and structured data.	Active
Amazonbot	Alexa AI improvement crawler. Used to improve Alexa's question-answering capabilities.	Active
OAI-SearchBot	OpenAI Search crawler. Used for search.chatgpt.com — real-time search with AI summaries.	Active
YouBot	You.com AI search crawler. Prioritizes current, factual content with clear data attribution.	Active
ImagesiftBot	Multimodal AI crawler. Used for vision-language model training; respects image alt text and captions.	Active
Diffbot	Enterprise knowledge graph crawler. Extracts entities, relationships, and structured data at scale.	Active
PetalBot (Huawei)	Huawei Petal Search & AI crawler. Prioritizes mobile-optimized content with strong zh-CN support.	Active
Barkrowler	SEO data aggregator. Used by multiple AI models for training data collection.	Active

See Your GEO Data

Track every AI bot visit in real-time. View the admin dashboard for live GEO analytics — which bots visited, which pages they indexed.

Open Admin Dashboard

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