What is Generative Search Optimisation - Do Brands Need To Be Optimising for AI?

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Search is changing fast. With the rise of generative AI, traditional keyword-driven search results are giving way to AI-generated answers. This shift is creating what many are now calling Generative Engine Optimisation (GEO), and it could completely change how ecommerce brands get found by new customers.


In a generative search environment, people aren’t just clicking on a list of links anymore. They’re asking AI-driven tools like ChatGPT, Gemini, or the new generative features in Google Search to give them direct answers, recommendations, and suggestions. That means AI, not just Google's algorithm, decides which products, reviews, or brands to appear.


For ecommerce brands, this is a critical change. You can’t just focus on ranking for keywords. You need to think about how your brand, products, and data appear inside these generative engines, so they get picked up and recommended.


Let’s break down why this matters, and what you can do to prepare.


From Search to Answers


In traditional SEO, your goal is to rank on page one of search results for a high-intent keyword, hoping customers will click through to your website. But generative search tools collapse that entire process by giving shoppers a direct, AI-generated summary of options; and sometimes even a final recommendation.


That means your product might never even appear on a classic search results page. If the generative system doesn’t know about you, or doesn’t think your product is relevant, you’re invisible.


For ecommerce brands that rely on organic traffic to keep acquisition costs down, this is a huge shift. You will need to think more holistically about where your product data lives, how trustworthy it is, and how well it is structured to be pulled into these next-gen engines.


Action: Audit your product information across the web. Make sure details, specifications, reviews, and images are consistent and high quality wherever they appear — marketplaces, social, or your own site.


Why Authority and Trust Matter Even More


Generative engines rely on trust signals to decide what information to recommend. That includes things like consistent branding, authoritative product descriptions, helpful FAQs, and trustworthy reviews.


If your ecommerce brand has weak authority like thin content, duplicate product listings, or no customer reviews, you’re less likely to be surfaced by a generative system. That’s because these systems are designed to protect the user from low-quality or questionable information.


Action: Strengthen your authority by adding detailed product descriptions, encouraging verified reviews, and publishing relevant blog or video content on your own channels.


Structured Data Becomes Critical


Generative AI tools rely heavily on structured data to make sense of products and services. Schema markup, product feeds, and clean data formats help generative engines correctly identify and summarise your products.


For marketers, this means going beyond “basic” SEO. You should focus on rich product attributes, clear specifications, availability, shipping details, and even sustainability credentials in a structured, machine-readable format. The clearer your data, the more likely an AI-powered engine will confidently recommend you.


Action: Review your product data feeds and site schema to ensure you’re providing structured, accurate, and up-to-date information.



Search is changing fast. With the rise of generative AI, traditional keyword-driven search results are giving way to AI-generated answers. This shift is creating what many are now calling Generative Engine Optimisation (GEO), and it could completely change how ecommerce brands get found by new customers.


In a generative search environment, people aren’t just clicking on a list of links anymore. They’re asking AI-driven tools like ChatGPT, Gemini, or the new generative features in Google Search to give them direct answers, recommendations, and suggestions. That means AI, not just Google's algorithm, decides which products, reviews, or brands to appear.


For ecommerce brands, this is a critical change. You can’t just focus on ranking for keywords. You need to think about how your brand, products, and data appear inside these generative engines, so they get picked up and recommended.


Let’s break down why this matters, and what you can do to prepare.


From Search to Answers


In traditional SEO, your goal is to rank on page one of search results for a high-intent keyword, hoping customers will click through to your website. But generative search tools collapse that entire process by giving shoppers a direct, AI-generated summary of options; and sometimes even a final recommendation.


That means your product might never even appear on a classic search results page. If the generative system doesn’t know about you, or doesn’t think your product is relevant, you’re invisible.


For ecommerce brands that rely on organic traffic to keep acquisition costs down, this is a huge shift. You will need to think more holistically about where your product data lives, how trustworthy it is, and how well it is structured to be pulled into these next-gen engines.


Action: Audit your product information across the web. Make sure details, specifications, reviews, and images are consistent and high quality wherever they appear — marketplaces, social, or your own site.


Why Authority and Trust Matter Even More


Generative engines rely on trust signals to decide what information to recommend. That includes things like consistent branding, authoritative product descriptions, helpful FAQs, and trustworthy reviews.


If your ecommerce brand has weak authority like thin content, duplicate product listings, or no customer reviews, you’re less likely to be surfaced by a generative system. That’s because these systems are designed to protect the user from low-quality or questionable information.


Action: Strengthen your authority by adding detailed product descriptions, encouraging verified reviews, and publishing relevant blog or video content on your own channels.


Structured Data Becomes Critical


Generative AI tools rely heavily on structured data to make sense of products and services. Schema markup, product feeds, and clean data formats help generative engines correctly identify and summarise your products.


For marketers, this means going beyond “basic” SEO. You should focus on rich product attributes, clear specifications, availability, shipping details, and even sustainability credentials in a structured, machine-readable format. The clearer your data, the more likely an AI-powered engine will confidently recommend you.


Action: Review your product data feeds and site schema to ensure you’re providing structured, accurate, and up-to-date information.



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Customer Experience Signals Could Carry More Weight


Generative search tools may place greater weight on overall customer experience, including ratings, return rates, and service consistency. If an AI system is trying to give the best recommendations, it will likely pull in data that signals happy customers rather than just focussing on your page’s keyword density.


That means customer service, fulfilment, and reputation management directly influence discoverability. If your brand has poor ratings, inconsistent delivery, or unresolved complaints, generative engines might filter you out.


Action: Monitor your reviews across all platforms and respond proactively. Invest in smoothing out fulfilment and returns, since these signals could increasingly influence which products an AI suggests.


Brand Awareness Still Matters


With fewer traditional blue links and more conversational answers, it becomes even harder for smaller ecommerce brands to stand out. Building brand recognition through other channels, like influencers, partnerships, or PR, may help generative engines “notice” your name. If an AI system is summarising options for “best organic skincare brand,” you want it to recognise yours as a reputable choice.


Action: Expand your brand’s digital presence beyond your own website. Get mentioned in reputable media outlets, collaborate with creators, and invest in brand storytelling.


Experiment Early


Generative engine optimisation is still developing, at a rapid rate, so there’s an advantage in testing early. Pay attention to how your product data appears in new generative search features, whether in Google’s Search Generative Experience or within AI chat tools. Experiment with prompts your customers might use and see whether your brand shows up.


Action: Run your own test queries based on what your customers might search for whilst in the market for a product like yours and see what these tools recommend. Look for gaps where you can improve your data or content to increase the odds of being included.


Final Takeaways


Generative Engine Optimisation is not just another SEO trend, it’s a genuine shift in how search engines (and consumers) discover and choose products. As generative tools become the default way people get information, ecommerce brands risk losing visibility if they ignore these changes.


Here’s a simple checklist to stay ahead:


✅ Audit product data for accuracy and consistency
✅ Strengthen your brand authority with expert-backed, trustworthy content
✅ Use structured data to feed clear, machine-readable information
✅ Focus on customer experience as a competitive advantage
✅ Build brand recognition outside your own channels
✅ Monitor generative tools to see how they describe your category


Search is becoming more conversational and answer-focused. That means thinking not just about keywords, but about how your entire brand and product story appears to an AI deciding what to recommend.


GEO might sound like a buzzword today — but it could shape tomorrow’s ecommerce growth in a very real way.

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Support?

If you or your brand are looking for support with a particular service or have a question about what you've just read, get in touch and we'll be happy to help!