LLMs.txt: Reality Check — Ignored by AI Search (for now), Useful for Agents
What LLMs.txt is, why major AI search doesn’t use it today, where it can still help, and how to adopt it safely without wasting resources.
VIVladan Ilic
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from Presence AI
Field Guide to AI Crawlers: Access, Rate Limits, and Rendering Behavior
Identify AI crawlers, configure safe access, and optimize rendering so your pages are discoverable and extractable by AI answer engines.
VIVladan Ilic
Optimizing for ChatGPT Shopping and AI Tiles: Product Schema, Data Hygiene, and GEO Patterns
A practical guide to get products featured in ChatGPT Shopping and AI Tiles using Product/Offer/Review schema, extractable content patterns, and freshness workflows.
VIVladan Ilic
Product Comparison Pages that AI Loves: Structures, Tables, and Criteria
Design comparison pages that get cited in AI answers: clear criteria, extractable tables, quotable summaries, and consistent schema.
VIVladan Ilic
The GEO Playbook 2025: How to Win Customers in AI Search
A step-by-step playbook to earn visibility in AI-generated answers across ChatGPT-style assistants and AI Overviews—without abandoning proven SEO.
VIVladan Ilic
Measuring GEO: How to Track AI Citations, Mentions, and Business Impact
A practical measurement framework for generative engine optimization, from AI citations to revenue influence—so you can prove what’s working.
VIVladan Ilic
Prompt Intent vs Keyword Intent: How to Research AI Conversations
A practical framework to evolve from keyword lists to prompt-intent maps—so your content gets cited and surfaced in AI-generated answers.
VIVladan Ilic
SEO vs GEO: Why Optimizing for AI Search Engines Requires a Different Strategy
The rise of AI-powered search is transforming how content gets discovered. Learn why traditional SEO alone is no longer enough and how to optimize for generative engines like ChatGPT, Perplexity, and Gemini.
VIVladan Ilic
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