CAT-01 · CATEGORY
GEO & AI Search.
Generative Engine Optimization playbooks: entity clarity, citation engineering, structured answers, and content shaped for LLM retrieval. How to get cited when buyers ask AI for recommendations.
PILLAR // INDEX MAP
- Resources
- 5
- Series
- 2
- Content types
- 3
- Featured
- 1
FORMATS // ACTIVE
- Article02
- Checklist02
- Playbook01
TAGS //
GEOAI SearchWhy ChatGPT cite competitors but not your brandGet cited in AI platformsAuditExplainerALL RESOURCES // 05
Every geo & ai search system.
Why Does ChatGPT Mention Your Competitors but Not Your Brand?
When ChatGPT recommends your competitors but leaves out your brand, the problem may go beyond SEO or GEO. This guide explains how to diagnose AI search visibility gaps by examining website accessibility, brand and entity clarity, buyer question coverage, content usefulness, supporting evidence, and third-party mentions. Learn how to audit competitor visibility across relevant prompts, identify where your brand is being overlooked, and prioritize improvements without relying on unproven tactics or promises of guaranteed ChatGPT rankings.
What Is GEO Content And Why Does It Matter?
A plain-English explainer of Generative Engine Optimization — what it is, why it's different from SEO, and where to start.
How To Make Your Brand Easier For AI Tools To Recommend
The practical playbook for becoming a brand that ChatGPT, Perplexity, Claude, and Gemini actually recommend by name.
The AI Search Visibility Checklist For B2B Brands
A 30-point checklist B2B brands can run against their site, content, and third-party surface to improve LLM visibility.
RELATED SERIES // 02
Series that build on this pillar.
SER-05 · SERIES
AI Search Lab
Experiments, teardowns, and findings from inside GEO, LLM visibility, and AI-driven discovery.
- What gets cited inside ChatGPT for B2B queries
- Perplexity ranking patterns we tested across 200 prompts
- Entity clarity: the underrated GEO lever
SER-04 · SERIES
Free Growth Assets
Templates, checklists, calculators, and tools you can take, customize, and ship this week.
- The GEO visibility checklist
- Landing page conversion audit template
- LinkedIn content engine starter pack
WORK · 01
Need to get cited inside AI search?
MAGE AI builds GEO-ready content systems so your brand surfaces inside ChatGPT, Perplexity, Gemini, and AI Overviews — not just in classic search.