
As AI assistants become increasingly central to how people discover products and services, a new discipline has emerged alongside traditional Search Engine Optimization. Generative Engine Optimization, or GEO, focuses on ensuring your brand appears in AI assistant recommendations rather than search engine results.
This guide explains the key differences between GEO and SEO, how they complement each other, and how to determine the right balance for your business.
Search Engine Optimization has been a core marketing discipline for over two decades. The goal is straightforward: improve your website's visibility in search engine results pages when users search for relevant terms.
SEO involves optimizing various factors that search engines use to rank websites:
On-page factors: Content quality, keyword usage, title tags, meta descriptions, header structure, internal linking, and page speed.
Off-page factors: Backlinks from other websites, domain authority, social signals, and brand mentions.
Technical factors: Site architecture, mobile responsiveness, crawlability, indexing, and structured data.
When SEO works well, your website appears higher in search results for queries relevant to your business. Users click through to your site, where you have the opportunity to convert them into customers.
Generative Engine Optimization focuses on a different goal: ensuring your brand is recommended when users ask AI assistants questions about your product category.
When someone asks ChatGPT, Claude, Perplexity, or other AI assistants "what is the best project management software for remote teams" or "which CRM should I choose for my small business," the AI provides direct recommendations. GEO aims to make your brand one of those recommendations.
GEO involves optimizing factors that influence how AI models perceive and recommend brands:
Content authority: Creating comprehensive, accurate content that AI models can draw from when forming recommendations.
Third-party validation: Building reviews, testimonials, case studies, and expert endorsements that AI models weight when evaluating brand credibility.
Semantic positioning: Ensuring your brand is clearly associated with the problems it solves and the category it belongs to.
Citation presence: Appearing in sources that AI models reference when generating recommendations.
When GEO works well, AI assistants recommend your brand directly to users seeking solutions in your category.
SEO: Users type queries into search engines, receive lists of links, click through to websites, evaluate multiple options, and make decisions based on their own research.
GEO: Users ask AI assistants questions in natural language, receive direct recommendations with explanations, and may proceed directly to recommended brands without extensive comparison shopping.
SEO: Rankings for target keywords, organic traffic, click-through rates, time on site, and conversions from organic search.
GEO: Frequency of brand mentions in AI responses, position in AI recommendation lists, sentiment of AI descriptions, and conversions from AI-referred traffic.
SEO: Website structure, content optimization for specific keywords, link building, technical performance, and user experience signals.
GEO: Content authority across the web, third-party validation, clear brand positioning, and presence in sources that AI models reference.
SEO: Ten organic positions on the first page of search results, with some variation based on featured snippets and other SERP features.
GEO: Typically only two to four brands receive recommendations in any given AI response, creating more concentrated competition.
SEO: Results typically emerge over months as search engines crawl and index content, evaluate authority signals, and adjust rankings.
GEO: Results can appear faster for new optimization efforts but may also change as AI models update their knowledge.
Despite their differences, GEO and SEO are complementary rather than competing disciplines. Many of the activities that support one also support the other.
High-quality content that demonstrates expertise in your category supports both SEO rankings and AI recommendation presence. Comprehensive guides, detailed product information, and thought leadership content contribute to both channels.
Backlinks, brand mentions, and citations from reputable sources improve both search rankings and AI model perception of your brand. Investing in PR, partnerships, and industry presence supports both GEO and SEO.
A well-structured website with clear information architecture helps search engines understand your content and helps AI models accurately categorize and reference your brand.
Reviews, testimonials, and case studies improve both search visibility through review snippets and AI recommendation likelihood through third-party validation.
SEO should receive priority investment when:
Your category has high search volume: If many potential customers actively search for your product category, capturing that search traffic remains valuable.
Transactional intent is common: Categories where users know what they want and are searching to find it benefit from strong search presence.
Local or navigational searches matter: Users searching for specific businesses, locations, or branded terms primarily use search engines.
Your competitive position in search is weak: If competitors dominate search results and you have room to improve, SEO investment can yield significant returns.
Your website is a primary conversion channel: If your business model relies on website visits for conversions, driving search traffic remains essential.
GEO should receive priority investment when:
Your category involves research and consideration: Products and services requiring comparison and evaluation increasingly involve AI assistant research.
Recommendation influence is high: Categories where trusted recommendations significantly impact purchase decisions benefit from AI visibility.
Competition for AI recommendations is low: If your competitors have not yet optimized for AI recommendations, early investment can establish strong positioning.
Your target audience uses AI assistants: Demographics with high AI assistant adoption warrant GEO investment.
You can establish category authority: Brands with genuine expertise and differentiation can leverage GEO to establish recommendation presence.
Most businesses benefit from investment in both GEO and SEO, with allocation based on their specific situation.
Audit your current performance in both channels. Where do you rank for important search terms? How often does your brand appear in AI recommendations for relevant queries? Understanding your baseline helps prioritize investment.
Look for activities that benefit both channels. Content creation, authority building, and customer evidence development typically support both GEO and SEO. Prioritize these shared opportunities for maximum efficiency.
After shared opportunities, address gaps specific to each channel. If your search rankings are strong but AI recommendations are weak, invest in GEO-specific optimization. If the reverse is true, strengthen your SEO foundation.
Consider how customers discover and purchase your products. High-research, high-consideration purchases warrant more GEO investment. Transactional, search-driven purchases warrant more SEO investment. Most businesses fall somewhere in between.
Track performance in both channels and adjust allocation as results emerge and as the landscape evolves. The relative importance of GEO and SEO will continue shifting as AI assistant usage grows.
GEO and SEO work together. Abandoning SEO for GEO or ignoring GEO to focus exclusively on SEO typically produces suboptimal results.
Keyword stuffing, link schemes, and other SEO tactics do not translate to GEO success. AI models evaluate content and authority differently than search algorithms.
Tracking GEO performance requires different approaches than SEO tracking. Implement appropriate measurement for both channels.
AI recommendation patterns are becoming more established. Early GEO investment builds positioning that becomes harder for competitors to overcome.
If you are new to GEO while having an established SEO practice, begin by auditing your AI recommendation presence. Test how AI assistants respond to queries about your product category and document your current visibility.
If you are starting fresh with both, focus initially on foundational activities that benefit both channels: quality content creation, authority building, and customer evidence development. Then layer in channel-specific optimization as your foundation strengthens.
The brands that develop competency in both GEO and SEO will be best positioned to reach customers through the channels those customers prefer. As user behavior continues evolving, maintaining presence in both search and AI recommendation channels provides resilience and maximum market coverage.