GEO (Generative Engine Optimization), also called AI Search Optimization, focuses on how brands and content appear in generative search experiences such as ChatGPT, Perplexity, and Google’s AI-powered search features. The goal is to make a brand or piece of content easier for AI systems to understand, trust, cite, and recommend.
So, what is the actual difference between GEO and SEO? And if you are already investing in SEO, do you really need GEO?
In my view, GEO should not be treated as a replacement for SEO. GEO is an extension of SEO. The two share many fundamentals, but they put more emphasis on different parts of the search journey. For B2B companies, understanding this difference is becoming increasingly important because buyers are no longer using only Google to research suppliers, products, and solutions.
Table of Contents
- What Is SEO?
- What Is GEO?
- The Key Difference Between GEO and SEO
- GEO vs SEO: Key Differences at a Glance
- Search Intent Matters to Both SEO and GEO
- How Content Strategy Differs
- Why Structured Information Matters for GEO
- Brand and Entity Signals
- The Role of E-E-A-T
- Why Third-Party References Matter
- The Role of LinkedIn and Reddit
- How to Measure SEO and GEO
- Why GEO Matters for B2B Companies
- Should You Choose SEO or GEO?
- A Practical SEO and GEO Process
- Common GEO Mistakes
- Final Thoughts
What Is SEO?
SEO is the process of improving a website so that it can perform better in organic search results. For a B2B company, this usually means helping potential customers find the company when they search for products, suppliers, manufacturers, applications, or solutions on Google.
SEO covers much more than putting keywords into articles. A strong B2B SEO strategy usually combines keyword research, search intent analysis, content optimization, technical SEO, internal linking, website structure, backlinks, and conversion optimization.
For example, a hotel linen manufacturer might target searches such as hotel bed linen supplier, hotel towel manufacturer, or custom hotel linen supplier. Each keyword represents a different level of commercial intent, so the website needs appropriate pages to match those searches.
This is why I usually recommend separating the roles of different pages. Product pages should focus on commercial searches, while articles can capture informational searches and then guide visitors toward relevant products or solutions. You can see this approach in our guide on how to rank for B2B keywords on Google.
Technical SEO is also important. Search engines need to be able to access and understand the website. Problems with crawling, indexing, redirects, page speed, mobile usability, or internal links can make otherwise good content much less effective.
Google provides its own SEO Starter Guide covering many of these fundamentals.
What Is GEO?
GEO stands for Generative Engine Optimization. It is also commonly described as AI Search Optimization because it focuses on visibility in AI-powered search and answer experiences.
Instead of only asking, “How can I get this page to rank for this keyword?”, GEO asks a slightly different question:
“When a potential customer asks an AI system about this topic, why would the system mention or cite my company?”
That changes the way you think about content.
A traditional search result might show ten blue links and require the user to compare different websites. A generative search experience may instead summarize information and recommend several companies, products, or sources in the answer.
For a B2B manufacturer, that creates a new opportunity. A buyer might ask an AI system something like “What are reliable hotel linen suppliers for a new luxury resort?” or “What should I look for when choosing an industrial filtration supplier?”
If your website contains useful, specific, trustworthy information and your brand is consistently represented across relevant sources, there is a better chance that your company can become part of that information environment.
That does not mean GEO is about writing content specifically to manipulate AI systems. The basic principle is much simpler: make your company and its expertise easy to understand and easy to verify.
The Key Difference Between GEO and SEO
The simplest way to explain the difference is this:
SEO focuses heavily on helping search engines rank web pages.
GEO focuses on helping generative systems understand and use information about your brand and expertise.
There is significant overlap between the two. A technically healthy website with strong content, good internal linking, relevant backlinks, and clear information is useful for both.
The difference becomes more obvious when you look at what happens after a user submits a query. In traditional search, ranking position is a major concern. In generative search, visibility can take the form of a brand mention, recommendation, or citation inside an AI-generated response.
This is why simply copying an existing SEO strategy and calling it GEO is not enough. You need to think more carefully about entities, context, evidence, question-based content, and how information about your company exists across the wider web.
GEO vs SEO: Key Differences at a Glance
| Area | SEO | GEO |
|---|---|---|
| Primary environment | Traditional search engines | Generative and AI-powered search |
| Main goal | Improve organic rankings and visibility | Increase mentions, citations, and recommendations |
| Core focus | Pages, keywords, links, technical SEO, search intent | Context, entities, answers, evidence, brand signals, citations |
| Content format | Search-optimized pages and articles | Clear answers, FAQs, guides, comparisons, original insights, and evidence |
| Authority signals | Relevant backlinks and website authority | Website authority plus third-party references and consistent brand signals |
| Key measurement | Rankings, clicks, impressions, organic traffic, leads | AI mentions, cited pages, visibility by market, and resulting leads |
The table is a simplification because SEO and GEO overlap considerably. In practice, the strongest strategy is usually to build a website that performs well in traditional search while also making the information easy for AI systems to understand.
Search Intent Matters to Both SEO and GEO
One of the biggest similarities between SEO and GEO is the importance of search intent.
People do not search randomly. A buyer may first ask what a product is, then compare different options, and eventually search for a supplier or manufacturer.
For example, someone researching hotel linen might move through questions such as:
What is hotel-grade bed linen?
What thread count is best for hotel sheets?
What is the difference between cotton and cotton-polyester hotel sheets?
Where can hotels buy custom bed linen?
These searches represent different stages of the buyer journey. A useful website should provide content for each stage rather than publishing dozens of unrelated articles.
This is also one reason question-based content works well for both SEO and GEO. Questions naturally reflect the way people search, and clearly structured answers make the information easier to understand.
How Content Strategy Differs
SEO content often starts with a keyword. GEO content can start with a question, a topic, an entity, or a real problem that buyers are trying to solve.
For example, instead of creating an article simply because the keyword “hotel towels” has search volume, you could create useful content around questions such as how to choose hotel towels, what GSM means for hotel towels, or what hotels should consider when buying towels in bulk.
This does not mean keywords are no longer important. They are still useful for understanding demand and search behavior. The difference is that the content should be built around the topic and the buyer’s information needs, rather than treating the keyword itself as the entire strategy.
For B2B websites, I prefer a mixture of FAQ content, How-to guides, What-is articles, product comparisons, buying guides, technical documentation, application pages, case studies, and product pages.
This creates a more complete information structure. If you want to see how this fits into a broader B2B SEO strategy, our guide on creating a B2B SEO campaign covers the process from keyword research through content, technical SEO, authority, and conversion.
Why Structured Information Matters for GEO
AI systems need to interpret information from many different sources. Clear structure can make that information easier to process.
This is where structured information becomes useful. Clear headings, descriptive page titles, FAQ sections, product specifications, organization information, author information, and appropriate structured data can all contribute to a website that is easier to understand.
For example, a product page should not only say that a company sells “premium hotel towels.” It can provide useful details such as material, GSM, available sizes, customization options, MOQ, production capabilities, certifications, and typical applications.
For suitable content, structured data such as Organization, Article, Product, and other relevant Schema types can help search engines understand the entities and relationships represented on a page. Schema is not a shortcut to getting mentioned by AI, but it is part of a well-structured website.
Brand and Entity Signals
This is an area where GEO requires a broader view of SEO.
A brand is not just a keyword on its own website. It is an entity that exists across the web.
Suppose a manufacturer has a company website, LinkedIn company page, industry directory profile, trade-show listing, customer case study, and several industry publications mentioning the company. If the company name, products, location, capabilities, and positioning are consistent across these sources, it becomes easier for people and systems to understand what the company actually does.
That consistency matters.
If one website describes the company as a hotel linen manufacturer, another says it is a general textile supplier, and another lists completely different product categories, the overall brand picture becomes less clear.
For this reason, GEO should include brand entity optimization rather than focusing only on individual pages.
The Role of E-E-A-T
E-E-A-T stands for Experience, Expertise, Authoritativeness, and Trustworthiness. It is particularly relevant when a website needs to demonstrate that its information comes from people or companies with genuine experience in the subject.
For B2B businesses, this is an opportunity rather than just an SEO requirement.
A manufacturer can demonstrate experience through real project photos, production information, technical specifications, customer cases, certifications, factory information, and practical industry knowledge.
For example, a generic article explaining hotel linen is easy to produce. A detailed guide based on actual manufacturing experience, including material selection, washing requirements, customization considerations, and common procurement problems, provides something much harder for competitors to copy.
This is the kind of content I would prioritize for both SEO and GEO: content that demonstrates that the company actually knows what it is talking about.
Why Third-Party References Matter
Your own website is obviously important, but it should not be the only place where your company exists online.
Third-party references can provide additional context and credibility. These might include industry publications, associations, trade websites, business directories, partners, customers, interviews, event pages, or relevant industry discussions.
The goal is not to buy hundreds of low-quality backlinks. In fact, I would avoid that approach.
A few relevant references from websites that genuinely operate in your industry can be much more useful than a large number of unrelated links. This is consistent with a broader B2B SEO strategy, where relevance and credibility matter more than simply collecting as many links as possible.
The Role of LinkedIn and Reddit
Social platforms are also becoming more relevant to brand visibility, although I would not describe social media as a direct replacement for SEO.
For B2B companies, LinkedIn is particularly useful because it provides another place to establish the company’s identity, people, expertise, products, and industry activity.
Reddit can also be useful when a company genuinely contributes to relevant discussions. The important point is to avoid turning every answer into an advertisement. Useful explanations and real expertise are much more sustainable than repeatedly dropping promotional links.
From a GEO perspective, the broader objective is to create a consistent online footprint. Your website, LinkedIn profile, company information, industry profiles, and other relevant sources should tell the same basic story about who you are and what you do.
How to Measure SEO and GEO
SEO and GEO should not be measured in exactly the same way.
For SEO, the basic metrics are relatively familiar: organic clicks, impressions, average position, CTR, organic traffic, ranking keywords, and leads. Google Search Console is one of the main tools for monitoring search performance.
For GEO, I would pay particular attention to two metrics: Mentions and Cited Pages.
Mentions measure how often your brand appears in relevant AI-generated answers. This is the metric I would prioritize because being mentioned is often the first step toward gaining visibility through AI search.
Cited Pages measure how many pages from your website are being referenced or cited. This can tell you which types of content are actually useful in AI-generated answers.
For an international B2B business, I would also segment GEO visibility by country and target market. A company may have good AI visibility in one market but almost no visibility in another, and that difference can be commercially important.
Why GEO Matters for B2B Companies
B2B buyers often spend a long time researching before contacting a supplier. They compare manufacturers, products, certifications, prices, capabilities, locations, lead times, and previous projects before they are ready to talk to sales.
That makes AI search particularly interesting for B2B marketing.
A buyer may ask an AI system to compare suppliers, explain technical specifications, recommend manufacturers, or identify suitable solutions for a specific application. If your company has little useful information available online, there is less material for those systems to understand and use.
This is one reason I would not treat GEO as a separate campaign that starts after SEO is finished. The website foundation needs to support both.
Your product pages, company information, technical content, case studies, FAQs, internal links, and external references should work together as one information system.
Should You Choose SEO or GEO?
If you are running a B2B website today, I would not choose one and ignore the other.
Start with SEO fundamentals. Make sure your website can be crawled and indexed. Build a logical site structure. Create useful product and solution pages. Research keywords and search intent. Fix technical problems. Build internal links. Improve page experience. Then strengthen the website with relevant external references.
Once that foundation is in place, optimize the same content for generative search by making the information clearer, more complete, more specific, and easier to verify.
This is why I see GEO as an extension of SEO rather than a completely separate discipline.
Good SEO helps search engines discover and rank your content. Good GEO helps make the information represented by your website more useful in AI-powered search experiences.
A Practical SEO and GEO Process
If I were starting an SEO and GEO project for a B2B manufacturer today, I would keep the process fairly practical.
First, understand the business and the buyer. Identify the products, applications, target markets, customer types, buying process, and commercial priorities.
Second, analyze competitors. Look at their product pages, keyword coverage, content, backlinks, website structure, brand presence, and areas where their information is weak. Tools such as Semrush can help with keyword and competitor research.
Third, build the keyword and topic structure. Separate commercial product terms from informational questions, application searches, supplier/manufacturer terms, comparison searches, and other relevant queries.
Fourth, map those topics to the right pages. Do not create a separate page for every keyword. One strong page can often cover several closely related searches when they share the same intent.
Fifth, improve the content. Add real specifications, practical experience, FAQs, comparisons, use cases, customer examples, original insights, and clear information about the company.
Sixth, fix the technical foundation. Check indexing, redirects, robots.txt, XML sitemaps, page speed, mobile usability, structured data, internal links, and orphan pages.
Seventh, build external authority. Work on relevant industry references, partnerships, customer mentions, trade publications, and useful contributions to industry communities.
Finally, measure both search and AI visibility. Use Google Search Console and analytics for traditional search performance, and monitor AI mentions, citations, and visibility across your target markets for GEO.
This approach is also consistent with the broader process described in our article on how to improve B2B rankings on Google.
Common GEO Mistakes
One of the biggest mistakes is assuming that GEO means simply adding more FAQs to a website.
FAQs are useful, but they are only one part of the strategy. If the company has weak product pages, little evidence of real experience, inconsistent brand information, poor technical SEO, and almost no relevant third-party references, adding a few question-and-answer sections will not solve the bigger problem.
Another mistake is writing content specifically for AI while ignoring human readers. Your content should still be useful to the person who is actually considering your product or service.
I would also avoid publishing large amounts of generic AI-generated content simply to increase the number of indexed pages. More pages do not automatically create more authority. In many cases, a smaller number of genuinely useful pages will provide a stronger foundation.
Finally, do not assume that every AI platform works in exactly the same way. Different systems may use different combinations of underlying model knowledge, web retrieval, search indexes, citations, and other signals. GEO should therefore focus on making your information broadly understandable and trustworthy rather than trying to optimize for one specific platform’s algorithm.
Final Thoughts
The difference between GEO and SEO is real, but I would not treat them as two completely separate marketing strategies.
SEO is primarily about improving visibility in traditional search. GEO is about improving the chances that your brand and content can be understood, mentioned, cited, or recommended in generative search experiences.
The fundamentals overlap: useful content, clear website structure, search intent, technical SEO, internal links, authority, and trust still matter.
GEO simply adds another layer of thinking. You need to consider how clearly your company is represented as an entity, whether your content answers real questions, whether your claims are supported by evidence, whether your brand information is consistent across the web, and whether other credible sources reference your company.
For B2B companies, I believe the practical answer is straightforward: do SEO well, then build GEO into the same content and brand strategy. You do not need two completely separate websites or two completely separate content systems.
The stronger your website becomes as a reliable source of information, the more useful that foundation can be across Google search, AI search, social discovery, and the wider B2B buying journey.
If you are looking to improve both traditional search visibility and AI search visibility, learn more about Orangeeweb’s AI Search Optimization (GEO) or contact us to discuss your B2B website strategy.
