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An effective SEO / GEO strategy starts with a good understanding of your target audience and their online behaviors. To make it easier, we advise you to represent it in the form of an SEO persona integrating not only the usual characteristics of a marketing persona, but also information specific to its search behavior. Find out how to do this and a concrete example of an SEO persona from which to develop a powerful search marketing strategy.
What is an SEO persona?
SEO persona is not very different from “classic” marketing persona also called buyer persona. Basically, it’s about describing a fictitious persona representing a typical prospect or customer and the link he or she may have with your products or services. The concept of SEO persona proposes to go one step further to detect the keyword themes that your persona is likely to type in search engines. This approach forces you to put yourself in the place of your target and to take their point of view to identify the right keywords.
In the era of AI-Search, where search engines are increasingly integrating artificial intelligence to handle conversational and contextual queries (such as generative searches on Google or Bing), a well-defined persona becomes even more crucial. It not only allows you to anticipate users' deeper intentions but also to optimize content for algorithms that prioritize semantic relevance and personalized user experiences, thereby avoiding the pitfalls of traditional searches based solely on isolated keywords.
A persona marketing generally has the following characteristics:
Socio-demographic profile
Bio
Personality
Objectives
Motivations
Frustrations
Preferred channels (or how he/she is likely to discover your products)
Objections or arguments that will influence his/her choice
Example of “classic” persona marketing
Let’s imagine that you run an e-commerce specializing in high quality children’s clothing. Your typical customer is a married man with children who works full-time. When establishing your persona, you need to imagine a real person and put yourself in his shoes. It is a question of understanding the daily life of this person: what are his desires, his motivations, his frustrations but also his interests and the channels he prefers. It is essential to understand the reasons why your marketing persona is sensitive to your product or service, beyond its technical characteristics.
From marketing persona to digital persona
When you want to set up a digital marketing strategy, it can be useful to flesh out your buyer persona a little bit, especially in terms of behavior on the Internet and the way he/she interacts with the online channels.
But how do you go about it? Once again, start by formulating hypotheses by putting yourself in your persona’s shoes. For example, ask yourself:
How does he/she use social networks?
What kind of content does he/she view online?
Is he/she sensitive to promotional actions?
What kind of videos does he/she watch on YouTube?
Is he/she active on thematic forums?
Once you have defined your assumptions, compare them with the data you have. This will allow you to refine and objectify your persona.
Your company may have conducted market research in the past or a customer survey. You can also turn to your sales representatives who receive regular feedback from prospects and customers. They are best able to inform you about their needs, motivations, reservations and arguments to which they are sensitive.
Similarly, your internal databases (CRM) and web analytics are full of valuable information. Your Google Analytics account, for example, is very useful to establish a digital persona. The “User attributes” tab allows you to find out the age, gender, country of origin and language of the people who visit your website. You can also discover their different affinity categories (= interests).
Through segmentation, you can also focus on a specific acquisition channel or even go further and analyze the behavior of visitors who have made an online conversion.
You can then refine your marketing personas (= general profiles) and specify their attitude, preferences and interests in relation to their preferred channels:
General profile
Instagram Profile
Email profile
YouTube Profile
SEO Profile
…
How to define your SEO persona?
Among the channels favored by your persona, you will very often find “Search”, that is to say search engines such as Google or Bing. The SEO persona is therefore to pay particular attention to the behavior of your target when he/she is looking for information at different times of the Customer journey.
1) Identify the themes that interest your persona
Let’s take our example of e-commerce for children’s clothing and our marketing persona: Nicolas. What are the themes that interest Nicolas and for which e-commerce could offer relevant content (information, advice, solution or product)?
« Informational » themes
Parenting
Trends/fashion
Clothes storage/organization
« Transactional » themes
Children’s clothing + quality
Children’s clothing + age
Children’s clothing + occasion/ceremony
Children’s clothing + online
Type of garment
2) Imagine the queries he could make in search engines related to these themes
« Informational » themes
Parenting: Should you let your child choose his clothes?
3) Confront them with data from your Google Search Console
Once this first “screening” is done, you can go to your Google Search Console account (you don’t have one yet? Here are the instructions to create an account). You will then have access to the keywords that generated an impression of your site in Google results.
In the “Performance” tab, you will find all the queries on which your site appeared and the number of clicks generated. This can help you identify the most relevant terms and give you new ideas.
You can also analyze the behavior of your potential customers on your own website.
What searches do they perform on your site (if you offer an internal search bar)?
What are the most visited pages or the most successful articles?
Which tabs do they click on?
4) Categorize your keywords
After performing these searches, you may feel a little overwhelmed by the number of search terms found. We advise you to classify them by major keyword themes, concentrating initially on the queries most likely to generate a purchase or a contact with your company. You can then start by optimizing your site and its contents on these priority keywords, before targeting broader themes.
Example of SEO persona
Once these 4 steps have been completed, you are able to formalize your SEO / GEO persona through his main research themes, as in the example below:
And what about GEO ?
While SEO focuses on optimizing for traditional search engines like Google or Bing, where results are typically lists of links based on keyword matching and algorithms, GEO—Generative Engine Optimization—takes this a step further into the era of AI-powered search. Generative engines, such as ChatGPT, Google's AI Overviews, Perplexity AI, or Claude, don't just rank pages; they generate synthesized responses by pulling and rephrasing information from various sources.
GEO involves optimizing your content to increase its chances of being included, cited, or summarized in these AI-generated answers. This means crafting content that is not only keyword-rich but also structured for easy extraction by large language models (LLMs), using techniques like incorporating authoritative language, statistics, unique phrasing, and clear, fluent explanations.
In the context of your overall search marketing strategy, integrating GEO ensures your brand remains visible as users increasingly turn to conversational AI for quick, comprehensive insights rather than scrolling through search results.
Should I create a GEO persona ?
Absolutely, especially if your audience is shifting toward AI-driven tools for discovery and decision-making. Just as an SEO persona helps tailor content for keyword-based searches, a GEO persona refines your understanding of how your target users interact with generative engines. Users of these tools often pose more natural, conversational queries—like full sentences or complex questions seeking advice, comparisons, or summaries—rather than short keyword phrases.
If your data shows traffic from AI referrals (e.g., via analytics tools tracking AI-generated traffic) or if your industry involves informational content (such as advice on parenting, fashion trends, or product recommendations), a GEO persona can reveal opportunities to optimize for these behaviors.
It prevents your content from being overlooked in AI responses and complements your SEO efforts by addressing the full spectrum of modern search. Without it, you risk missing out on visibility in a landscape where generative engines are projected to handle a growing share of queries.
How to create a GEO persona ?
Creating a GEO persona builds directly on your SEO persona but adapts it for the nuances of generative AI interactions. Use your existing marketing or SEO persona (like our example of Nicolas) as a foundation, then layer in AI-specific behaviors. Here's a step-by-step guide, mirroring the SEO process for consistency:
1. Identify the themes that interest your persona in a generative context
Start with the same informational and transactional themes from your SEO persona, but consider how they manifest in AI queries. For generative engines, users seek synthesized insights, so themes might include comparisons, personalized advice, or aggregated opinions.
Informational themes (e.g., for our children's clothing e-commerce):
Parenting: Best ways to choose eco-friendly kids' clothes.
Trends/fashion: Compare 2025 children's fashion trends across brands.
Clothes storage/organization: Step-by-step guide to organizing a child's wardrobe sustainably.
Children's clothing + age: What size clothes for a 5-year-old boy, with brand suggestions.
Children's clothing + occasion/ceremony: Ideas for affordable ceremony outfits for kids.
2. Imagine the queries they could make to generative engines related to these themes
Unlike SEO's concise keywords, GEO queries are often longer and more conversational, phrased as questions or requests for reasoning. Put yourself in your persona's shoes: How would Nicolas ask an AI for help?
Informational themes:
Parenting: "How can I encourage my child to pick their own outfits without clashing styles?"
Trends/fashion: "What are the top eco-responsible children's fashion trends for 2025, and why do they matter?"
Clothes storage/organization: "Give me tips on sorting and storing kids' clothes to save space and time."
Transactional themes:
Children's clothing + quality: "Suggest the best quality children's clothing brands that are affordable and long-lasting."
Children's clothing + age: "What clothing sizes and styles are ideal for a 5-year-old active child?"
Children's clothing + occasion/ceremony: "Help me find elegant ceremony clothes for kids online, with price comparisons."
3. Confront them with data from relevant tools
Validate your assumptions using analytics from generative platforms. If available, check tools like ChatGPT's usage data, Google Analytics for AI referral traffic, or ActivGEO.
Analyze:
What AI-generated queries drive traffic to your site?
Which content pieces are cited in AI responses? Test by querying generative engines yourself with your imagined prompts and see if your site appears or use ActivGEO for more precises datas.
User behavior: Look at session data for longer dwell times or conversions from AI sources, indicating successful GEO alignment. If you have access to customer feedback or surveys, ask about AI usage (e.g., "Do you use ChatGPT for shopping ideas?").
4. Categorize your GEO optimizations
Organize the queries by theme, prioritizing those likely to lead to conversions. Then, apply GEO tactics: Enhance content with statistics (e.g., "80% of parents prefer eco-friendly options"), authoritative tone (e.g., "As experts in children's apparel..."), and unique, quotable phrases. Focus first on high-intent transactional queries before broader informational ones.
Once complete, your GEO persona might look like an extension of the SEO example, with added sections on AI query styles and preferred generative tools. This will inform content updates, such as adding FAQ-style responses or data-backed sections to your pages and blog.
GEO / SEO persona, as the basis of your GEO / SEO strategy
With all this data, you have a better understanding of your audiences’ behavior and the type of information they are looking for in relation to your products/services.
You will be able to build a robust content strategy around :
But before reviewing your website and your content in depth, one last step is essential: the semantic analysis. We will see, in a next article, how to perform this analysis as part of a long-term SEO strategy. If you need some help for your GEO strategy, we can help you to proritize and implement it with our GEO services.
Want to know more about SEO strategies? Contact the Semactic team to discuss your SEO issues.
FAQ
Céline Naveau
Céline is the co-founder of Semactic, Europe’s leading SEO activation platform and a pioneer in Generative Engine Optimization (GEO). With over 10 years of experience in SEO, she combines deep expertise as a consultant — particularly for e-commerce and news websites — with a forward-thinking approach to the future of search. Prior to founding Semactic, Céline led a team of specialists in search marketing, social ads, and analytics at a top Belgian digital agency. She also held key marketing and project management roles in both national and international companies. Today, she is shaping the next generation of organic visibility strategies, where SEO and GEO converge to give digital teams strategic control and measurable impact.
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