Learn how to make content AI assistants will cite
Foundational guides, frameworks, and pillar deep-dives. For original studies and data from our research line, see Research.
Foundations
Read these before the pillar deep-dives.
GEO vs SEO
What changes when the optimization target is an AI assistant instead of a search ranking algorithm.
How AI search engines work
The mechanics — RAG, vector embeddings, source selection — explained at a strategist level.
How LLMs choose sources to cite
What signals AI platforms actually use when deciding which pages to quote.
What is a GEO Score?
The composite metric GeoSource uses to measure how citation-ready a page is.
Frameworks & tools
Practical artifacts — the glossary, the scoring deep-dive, and our optimization checklist.
GEO Definitions
Authoritative glossary of GEO terminology.
- Under review
GEO Score Explained
A deep dive on how the scoring engine evaluates a page.
Some pillar weights described here predate our recent research and are being revised.
Optimization Checklist
Page-by-page checklist for getting your content cite-ready, rebuilt around the signals our research validated.
AI Search Visibility Guide
End-to-end guide on what makes content visible to AI assistants.
Pillar deep-dives
Detailed guides on each pillar in the GEO model. Pillars are grouped by what our research validated. Pages marked "Under review" are being rewritten to reflect findings from our recent studies.
Validated drivers
Citations and GEO
How citing authoritative external sources in your own content raises your citation rate. A proven positive predictor in our research.
Readability and GEO
Clear, structured writing for AI comprehension. Neutral-to-positive direction in our studies.
AI Accessibility for GEO
Make sure crawlers and LLMs can actually reach and parse your content. A baseline requirement.
Content Freshness
How recency affects AI visibility. A mild positive in our data.
Technical baseline
Research-backed corrections
These pages explain what our studies found about pillars where the conventional advice doesn't match the data. Read these to learn what to do instead.
E-E-A-T and GEO
Why visible E-E-A-T signals did not predict AI citation in our research, and what AI assistants reward instead.
Multimedia and GEO
Neutral for informational content, a drag on commercial pages. Accessibility-driven media still earns its keep.
Question Coverage and GEO
Listing questions does not get you cited. Answering them clearly, at the top, does. Reframed around Answerability.
Under review — being rewritten
These guides predate our recent research and contain claims we have not been able to validate. They remain accessible while we revise them. See our research for the current findings.
GEO by industry
Industry-specific guides to GEO. Pick the one that matches your business.
- Industry
SaaS
Learn how SaaS companies can optimize content for AI search engines. Get cited by ChatGPT, Perplexity, and Claude with GEO strategies built for software businesses.
- Industry
Ecommerce
Optimize your ecommerce store for AI search engines. Learn how to get product recommendations from ChatGPT, Perplexity, and Claude with GEO strategies for online retail.
- Industry
Healthcare
Optimize healthcare content for AI search engines. Ensure medical information is accurately cited by ChatGPT, Perplexity, and Claude with healthcare-specific GEO strategies.
- Industry
Real Estate
Optimize real estate content for AI search engines. Get property listings and market insights cited by ChatGPT, Perplexity, and Claude with real estate GEO strategies.
- Industry
Legal
Optimize legal content for AI search engines. Ensure your law firm and legal expertise are cited by ChatGPT, Perplexity, and Claude with legal-specific GEO strategies.
- Industry
Finance
Optimize financial content for AI search engines. Get your financial expertise cited by ChatGPT, Perplexity, and Claude with finance-specific GEO strategies.
- Industry
Education
Optimize educational content for AI search engines. Get schools, courses, and learning resources cited by ChatGPT, Perplexity, and Claude with education GEO strategies.
- Industry
Travel & Hospitality
Optimize travel and hospitality content for AI search engines. Get destinations and hotels cited by ChatGPT, Perplexity, and Claude with travel GEO strategies.
- Industry
Restaurants & Food Service
Optimize restaurant content for AI search engines. Get your restaurant recommended by ChatGPT, Perplexity, and Claude when diners ask for recommendations.
- Industry
B2B
Optimize B2B content for AI search engines. Get your business services cited by ChatGPT, Perplexity, and Claude with B2B-specific GEO strategies.
- Industry
Marketing Agencies
Learn how marketing agencies can offer GEO services. Help clients get cited by ChatGPT, Perplexity, and Claude with agency-specific GEO strategies and tools.
- Industry
Startups
Optimize startup content for AI search engines from launch. Get your product discovered by ChatGPT, Perplexity, and Claude with startup-specific GEO strategies.
- Industry
News & Media
Optimize news and media content for AI search engines. Ensure your journalism and editorial content is cited by ChatGPT, Perplexity, and Claude.
- Industry
Non-Profit
Optimize non-profit content for AI search engines. Get your mission and impact cited by ChatGPT, Perplexity, and Claude with non-profit GEO strategies.
- Industry
Automotive
Optimize automotive content for AI search engines. Get vehicles and services recommended by ChatGPT, Perplexity, and Claude with automotive GEO strategies.
- Industry
Insurance
Optimize insurance content for AI search engines. Get your policies and expertise cited by ChatGPT, Perplexity, and Claude with insurance-specific GEO strategies.
- Industry
Recruitment & HR
Optimize recruitment content for AI search engines. Get your job listings and employer brand cited by ChatGPT, Perplexity, and Claude with recruitment GEO strategies.
- Industry
Cybersecurity
Optimize cybersecurity content for AI search engines. Get your security expertise cited by ChatGPT, Perplexity, and Claude with cybersecurity GEO strategies.
- Industry
Fitness & Wellness
Optimize fitness and wellness content for AI search engines. Get your gym, programs, and expertise cited by ChatGPT, Perplexity, and Claude.
- Industry
Beauty & Skincare
Optimize beauty and skincare content for AI search engines. Get your products and expertise cited by ChatGPT, Perplexity, and Claude with beauty GEO strategies.
- Industry
Manufacturing
Optimize manufacturing content for AI search engines. Get your products and capabilities cited by ChatGPT, Perplexity, and Claude with manufacturing GEO strategies.
- Industry
Logistics & Supply Chain
Optimize logistics content for AI search engines. Get your shipping and supply chain services cited by ChatGPT, Perplexity, and Claude with logistics GEO strategies.
- Industry
Construction
Optimize construction content for AI search engines. Get your services and expertise cited by ChatGPT, Perplexity, and Claude with construction GEO strategies.
- Industry
Energy & Utilities
Optimize energy content for AI search engines. Get your energy solutions cited by ChatGPT, Perplexity, and Claude with energy-specific GEO strategies.
- Industry
Telecommunications
Optimize telecom content for AI search engines. Get your services cited by ChatGPT, Perplexity, and Claude with telecommunications GEO strategies.
- Industry
Gaming
Optimize gaming content for AI search engines. Get your games and platforms cited by ChatGPT, Perplexity, and Claude with gaming GEO strategies.
- Industry
Fashion & Apparel
Optimize fashion content for AI search engines. Get your clothing and brand cited by ChatGPT, Perplexity, and Claude with fashion GEO strategies.
- Industry
Pet Care
Optimize pet care content for AI search engines. Get your pet products and services cited by ChatGPT, Perplexity, and Claude with pet care GEO strategies.
- Industry
Food & Beverage
Optimize food and beverage content for AI search engines. Get your products cited by ChatGPT, Perplexity, and Claude with F&B GEO strategies.
- Industry
Dental
Optimize your dental practice content for AI search engines. Get recommended by ChatGPT, Perplexity, and Claude when patients search for dental services near them.
- Industry
Accounting
Optimize your accounting firm content for AI search engines. Get cited by ChatGPT, Perplexity, and Claude when businesses and individuals search for accounting services.
- Industry
Hospitality
Optimize your hospitality business for AI search engines. Get your hotel, resort, or venue recommended by ChatGPT, Perplexity, and Claude to drive direct bookings.
- Industry
Consulting
Optimize your consulting firm content for AI search engines. Get recommended by ChatGPT, Perplexity, and Claude when businesses search for consulting expertise.
- Industry
Photography
Optimize your photography business for AI search engines. Get recommended by ChatGPT, Perplexity, and Claude when clients search for photographers in your specialty.
Optimize for each AI platform
Per-platform notes — though our research showed all major platforms behave more similarly than not.
- Platform
ChatGPT
Learn how to optimize your content so ChatGPT cites and recommends it. Step-by-step guide to improving your visibility in ChatGPT's AI-generated answers.
- Platform
Perplexity
Learn how to optimize your content for Perplexity AI. Step-by-step guide to getting your website cited in Perplexity's AI-powered search answers.
- Platform
Claude
Learn how to optimize your content for Claude AI. Step-by-step guide to ensuring your content is referenced and cited in Claude's AI-generated answers.
- Platform
Google Gemini
Learn how to optimize your content for Google Gemini. Step-by-step guide to getting cited in Gemini's AI answers and AI Overviews in search results.
- Platform
Google AI Overviews
Learn how to get your content cited in Google AI Overviews. Step-by-step optimization guide for appearing in Google's AI-generated search answers.
Tool comparisons
How GEO compares to traditional SEO tools.
- Comparison
GeoSource vs Ahrefs: GEO Optimization vs SEO Tools
Compare GeoSource.ai and Ahrefs. Understand the difference between GEO optimization for AI search and traditional SEO tools for Google rankings.
- Comparison
GeoSource vs Semrush: GEO Optimization vs SEO Platform
Compare GeoSource.ai and Semrush. Understand the difference between GEO for AI search visibility and Semrush's all-in-one SEO marketing platform.
- Comparison
GeoSource vs Moz: GEO Optimization vs SEO Software
Compare GeoSource.ai and Moz. Understand the difference between GEO for AI search citations and Moz's SEO tools for Google rankings.
- Comparison
GeoSource vs Surfer SEO: GEO vs On-Page Optimization
Compare GeoSource.ai and Surfer SEO. Understand the difference between GEO for AI citations and Surfer's on-page SEO content optimization.
- Comparison
GeoSource vs Clearscope: GEO vs Content Optimization
Compare GeoSource.ai and Clearscope. Understand the difference between GEO for AI citations and Clearscope's SEO content optimization platform.
- Comparison
GeoSource vs MarketMuse: GEO vs Content Intelligence
Compare GeoSource.ai and MarketMuse. Understand the difference between GEO for AI search and MarketMuse's AI-powered content intelligence platform.
- Comparison
GeoSource vs Frase: GEO vs AI Content Optimization
Compare GeoSource.ai and Frase. Understand the difference between GEO for AI search citations and Frase's AI-powered SEO content tool.
- Comparison
GeoSource vs Screaming Frog: GEO vs Technical SEO Crawler
Compare GeoSource.ai and Screaming Frog. Understand the difference between GEO content optimization and Screaming Frog's technical SEO crawling.
- Comparison
GEO Tools vs Traditional SEO Tools: What's the Difference?
Understand the fundamental difference between GEO optimization tools and traditional SEO tools. Learn why you need both for modern search visibility.
- Comparison
AI Search vs Google Search: How Search Is Changing
Understand the shift from traditional Google search to AI-powered search. Learn how AI search engines like ChatGPT and Perplexity are changing content discovery.
- Comparison
GeoSource vs Otterly.ai: GEO Scoring vs AI Visibility Tracking
Compare GeoSource.ai and Otterly.ai for AI search optimization. Understand the differences between GEO content scoring and AI visibility monitoring tools.
- Comparison
GeoSource vs BrightEdge: GEO Software vs Enterprise SEO Platform
Compare GeoSource.ai and BrightEdge for search optimization. Understand the difference between AI search engine optimization software and enterprise SEO platforms.
- Comparison
GeoSource vs SE Ranking: GEO Optimization vs SEO Toolkit
Compare GeoSource.ai and SE Ranking. Understand the difference between AI search engine optimization software and affordable all-in-one SEO tools.
- Comparison
GeoSource vs Ubersuggest: GEO Software vs SEO Research Tool
Compare GeoSource.ai and Ubersuggest. Understand the difference between AI search optimization software and keyword research tools for traditional SEO.
- Comparison
GeoSource vs Mangools: GEO Optimization vs Beginner SEO Tools
Compare GeoSource.ai and Mangools (KWFinder). Understand the difference between AI search engine optimization software and beginner-friendly SEO keyword tools.
- Comparison
GeoSource vs RankIQ: GEO Software vs AI-Powered SEO Content Tool
Compare GeoSource.ai and RankIQ. Understand the difference between AI search engine optimization software for GEO and AI-powered content optimization for Google SEO.
- Comparison
GeoSource vs Searchmetrics: GEO Optimization vs Enterprise Search Intelligence
Compare GeoSource.ai and Searchmetrics. Understand the difference between AI search optimization software and enterprise search intelligence platforms.
- Comparison
GeoSource vs Alli AI: GEO Scoring vs AI-Powered SEO Automation
Compare GeoSource.ai and Alli AI. Understand the difference between AI search engine optimization software for GEO and AI-powered SEO automation tools.
How-to guides
Step-by-step walkthroughs for common GEO tasks.
- How-to
How to Get Recommended by ChatGPT: A Complete Guide
Learn how to get your product, app, or website recommended by ChatGPT. Actionable steps to optimize your content for AI recommendations and citations.
- How-to
How to Get Your Product Mentioned by AI: Step-by-Step Guide
Learn how to get your product, app, or service mentioned by AI assistants like ChatGPT, Claude, Perplexity, and Gemini. Practical GEO strategies that work.
- How-to
How to Show Up in AI Search Results: The Complete Guide
Learn how to make your website appear in AI search results from ChatGPT, Perplexity, Claude, and Google AI Overviews. Practical optimization strategies.
- How-to
How to Get Cited by AI: Earn Citations from ChatGPT, Perplexity & More
Learn how to get your website cited by AI systems including ChatGPT, Perplexity, Claude, and Gemini. Data-driven GEO strategies to earn AI citations.
- How-to
How to Optimize for AI Search: GEO Strategies That Work
Learn how to optimize your website for AI search engines. Practical GEO strategies to improve visibility on ChatGPT, Perplexity, Claude, and Google AI Overviews.
- How-to
How to Track AI Mentions: Monitor Your Brand in AI Responses
Learn how to track whether AI assistants like ChatGPT, Perplexity, and Claude mention your brand or product. Tools and strategies for AI mention monitoring.
- How-to
How to Choose AI Search Engine Optimization Software
Learn how to evaluate and choose the right AI search engine optimization software for GEO. Key features, comparison criteria, and what to look for in a GEO tool.
- How-to
How to Build a GEO Content Strategy: AI Search Optimization Playbook
Learn how to build a Generative Engine Optimization content strategy. A practical playbook for creating content that earns citations from AI search engines.
- How-to
How to Audit Your AI Search Visibility: A Step-by-Step Guide
Learn how to audit your website's visibility in AI search engines. Check whether ChatGPT, Perplexity, Claude, and Gemini cite your content with this practical guide.
- How-to
How to Run Your First GEO Scan: Getting Started with AI Search Optimization
Learn how to run your first GEO scan and interpret the results. A beginner's guide to using AI search engine optimization software to improve AI visibility.
- How-to
How to Measure GEO ROI: Tracking the Business Impact of AI Search Optimization
Learn how to measure the return on investment of Generative Engine Optimization. Practical frameworks for connecting AI search citations to business outcomes.
Looking for the underlying research?
Most of these guides reference findings from our four-study research line. The studies themselves — methodology, raw data, and what each finding means in practice — live on our Research page.
Browse research