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Engineering Posts

Technical deep-dives, engineering insights, and development updates. Learn about the technology powering AI search optimization.

3 posts in this category

October 9, 2025

LLMs.txt: Reality Check — Ignored by AI Search (for now), Useful for Agents

Evidence-based analysis of LLMs.txt effectiveness for AI search visibility. Learn why major platforms (ChatGPT, Claude, Perplexity, Google AI) don't use it, where it helps (agent workflows, RAG systems), implementation guide, and what actually drives GEO results.

VIVladan Ilic

October 8, 2025

Field Guide to AI Crawlers: Access, Rate Limits, and Rendering Behavior

Complete technical guide to identifying, configuring, and optimizing for AI crawlers including GPTBot, PerplexityBot, ClaudeBot, and Google-Extended. Learn access controls, rate limiting, rendering optimization, and monitoring for GEO.

VIVladan Ilic

October 7, 2025

Structured Data for GEO: Schema Patterns That LLMs Understand

Use predictable structure—headings, tables, FAQs, and schema—to make your content easy to extract, synthesize, and cite in AI-generated answers.

VIVladan Ilic

AI Search Insights & Resources

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Generative Engine Optimization

Expert insights, proven strategies, and actionable guides to dominate ChatGPT, Claude, Perplexity, and Google AI Overviews

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What You'll Learn

Welcome to the Presence AI blog, your comprehensive resource for staying ahead in the rapidly evolving world of AI-powered search engines. As artificial intelligence reshapes how people discover information online, understanding and optimizing for AI search platforms has become essential for modern marketing teams and businesses.

Core Topics We Cover

✓Generative Engine Optimization (GEO) strategies and best practices
✓Optimizing for ChatGPT, Claude, Perplexity AI, and Google AI Overviews
✓Prompt engineering for enhanced brand visibility
✓Semantic search strategies and AI content optimization

Who This Is For

Whether you're a marketing professional looking to enhance your AI search visibility, a content creator adapting to new search paradigms, or a business leader seeking to understand how AI is transforming digital discovery, our expert articles provide the knowledge and tools you need.

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