The rules of digital discovery have changed. As AI changes how people search, brands now face a pressing challenge: Generative Engine Optimisation (GEO) is essential for making sure your brand gets noticed and stays important when AI engines, not search engines, decide what customers see and buy. In this new era, being cited by AI engines is the key to being discovered by customers.
Generative Engine Optimisation (GEO): Strategic Imperatives for Brands
In a world where AI engines decide what customers see and buy, how can your brand remain visible, trusted and chosen?
Introduction: Why GEO Attention is Overdue
1. What is GEO?
GEO extends traditional SEO and is designed for a new era where generative AI platforms (e.g. ChatGPT, Perplexity, Gemini, and Claude) create answers rather than finding them.
The goal is to become the most trusted and useful answer that AI engines include in their responses.
2. The New Brand Discovery Landscape
AI-driven discovery is an ongoing process: people ask the AI, the AI thinks, suggests, and acts, before the cycle starts again.
Often, this happens inside the assistant rather than on your site.
Gen Z and younger audiences are already bypassing traditional search bars for AI assistants, and soon, AI will not only answer but make purchases or bookings for users.
THE FUNNEL IS SHRINKING:
People increasingly ask AI assistants for what they need (“What’s the best…?”, “Which provider should I use…?”). The assistant doesn’t list ten links; it gives an answer. So, your goal isn’t “be found,” it’s “be the answer the AI names.”
This is the research & comparison phase that used to happen on your site, review pages, and search results. Today, a lot of that analysis happens inside the AI (it reads specs, reviews, forum threads, and expert content). As your web analytics won’t show the research, it might be completely invisible to you.
When the user says, “Book it,” “Buy it,” or “Subscribe,” AI agents can execute the action directly (place the order, book the slot, start the subscription). The user may never land on your website. If the agent doesn’t trust or include your brand, you’re skipped and there’s no second chance to convert.
You might influence the decision, for example your product is compared favorably in forums, your specs are clear, and an expert cites you, but you won’t always see traffic or clicks as proof.
Success is increasingly about being included in the AI’s answer and selected by the agent, even if that doesn’t show up as a referral or page view in your analytics. In other words, impact can be real even when the click is invisible.
3. Strategic Brand Actions: How to Win GEO
In GEO, success depends on relevance: You win by being the most helpful, trusted answer for the specific buying situations that matter to your customers.
These situations are called Category Entry Points (CEPs): the moments when someone asks, “What’s best for…?” or “Which option should I choose?”
Instead of trying to cover everything, focus on a few high-intent scenarios and make sure your content is clear, structured, and easy for AI to use.
Large brands should still appear in trusted places (official sources, expert reviews, community forums), but the real advantage comes from owning those key questions completely.
Be the best answer for the questions that matter most.
Be visible in places AI trusts: official brand pages, structured FAQs, expert reviews, and community forums.
Example: Your product appears on your own FAQ page, Wikipedia, and in credible Reddit threads – not just random blogs.
Partner with creators who explain and compare products in detail. AI learns from them.
Example: A tech brand collaborates with a respected YouTube reviewer who does “X vs Y” breakdowns.
Use structured formats and clear product details, so AI can read and quote you.
Example: Product pages include JSON-LD specs and FAQ schema for easy AI parsing.
Pick a couple of high-intent questions and make sure your brand is the best answer every time.
Example: A fitness brand focuses on “best home workout gear for small spaces” and builds all content around that.
Connect with well-known platforms and partners so AI sees you as reliable.
Example: A fitness app integrates with Apple Health and Garmin, signalling credibility to AI.
Create FAQs, comparison charts, and “best for…” guides that AI can easily use.
Example: A software company publishes “Which CRM is best for small teams?” with clear pros and cons.
4. Measurement and KPIs: What Success Looks Like in GEO
IN A GEO-DRIVEN WORLD, TRAFFIC AND CLICKS ALONE NO LONGER TELL THE FULL STORY. BRANDS MUST ALSO TRACK:
How visible and trusted is your brand across forums, expert reviews, and community platforms?
Are AI agents choosing your brand when executing purchases or bookings?
How many buying contexts does your brand appear in?
How often is your brand cited in AI-generated answers?
What percentage of relevant queries include your brand?
5. The Role of Agentic AI
AI agents are rapidly becoming the active interface between consumers and the internet, filtering choices, making recommendations, and increasingly executing transactions without users ever visiting a website. For brands, the imperative is clear: being seen is not enough – you must be chosen.
If an AI agent doesn’t trust your brand, you simply disappear from the conversation.
6. Key Takeaways
Protect what still drives immediate revenue: Maintain investment in performance media (Google, Meta, Amazon, retail media) while monitoring its effectiveness.
Shift focus to GEO:
- Identify and own 1–2 high-intent Category Entry Points for your brand – i.e. determine 1–2 key buying questions in your category your brand should always be the answer for.
- Make your content easy for AI to read and understand, using clear formats and up-to-date information.
- Be present in trusted forums and expert sites (like Wikipedia, Reddit, review platforms).
- Partner with well-known and trusted platforms and brands so AI sees you as reliable.
- Work with real experts who are trusted in your field, even if they have a smaller audience.
- Create clear, helpful content that directly answers the key questions your customers ask.
Make your online presence (website, commerce content) a go-to place for clear, trustworthy answers:
- Update your online content regularly with FAQs, expert guides, easy-to-compare product info, and customer reviews.
- Monitor and test how LLMs cite and use your content (LLM audits).
Measure what matters: Track how often AI mentions your brand, includes you in answers, and helps drive sales or sign-ups.
Get ready for AI assistants that can buy or book for customers: Make sure your brand is trusted and easy for AI to work with.
Conclusion: Act Now or Risk Irrelevance
The rise of generative AI is not a future trend – it’s today’s reality. For brands, GEO is the new battleground for visibility, trust, and growth.
Those who act now will shape the narratives machines tell and the choices customers make. Those who delay risk being invisible in the conversations that matter most.
Contact VML today to schedule a GEO audit or discuss tailored solutions for your business: [email protected]
Explore VML’s suite of AI commerce solutions designed to future-proof your brand’s discoverability and conversion in the era of agentic AI.
*VML Intelligence, The Future 100: 2026, “Acommerce,” p. 196.
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