Breaking through AI SEO jargon: a guide for food businesses

12th December, 2025

Remember when getting found online was relatively straightforward? Make sure your website mentioned "artisan bakery Brighton" a few times, get some other food websites to link to you, and watch your Google rankings climb. But with AI search becoming more popular than ever, the world of visibility and clicks is changing. More than half of all Google searches now end without a single click as people are getting their answers directly on the search results page or from AI tools like ChatGPT, which means that, for food and drink businesses, this changes everything about how customers find you online.

If you've heard terms like AEO, GEO, and LLMO floating around and felt completely lost, you're not alone. At Eat Marketing, we specialise in helping food businesses cut through the confusion and stay visible in this new AI-driven world - so let's break down what these terms actually mean and why they matter for your business.

The AI search revolution - what’s changed?

Back in the day, Search Engine Optimisation, abbreviated as SEO, was a fairly straightforward exercise in getting your business noticed: add your keywords, get a few backlinks, and watch people discover your site. But with the rise of AI-powered search, not anymore.

This form of optimisation isn’t dead, however - it’s simply evolved, and forward-thinking businesses need to be evolving with it. Think of SEO as the foundation you should set as standard, with AI engine optimisation as the new layer of techniques we need to adopt to stay visible.

Search engines aren't just matching keywords anymore. Powered by intelligent AI models like Google's Gemini, they're understanding context, answering questions conversationally, and creating summaries that might never send people to your website at all. This is where the new acronyms - and their uses - come in.

What do all these AI acronyms actually mean? 

Let's demystify the AI SEO jargon in plain English. It may seem complicated at first, but all that these new terms describe are different ways to make sure your food business gets found in this new AI-powered search landscape.

SEO (Search Engine Optimisation):

This is the one you probably know. Traditional SEO is about making sure your website shows up when people search on Google or Bing. It's all about using the right keywords (like "craft brewery Manchester" or "sustainable coffee roastery"), getting other websites to link to yours, and making sure Google can find and understand all your pages. It's important to remember that SEO is still an essential tool in helping your pages to rank, and shouldn't be removed or neglected – it's the foundation of your digital strategy, upon which all others (AEO, GEO, LLMO) should sit. In simple terms: Making your website discoverable when people search.

AEO (Answer Engine Optimisation):

AEO is about making sure your content becomes the answer when someone asks a question. When someone asks ChatGPT or Perplexity, "What's the difference between sourdough and regular bread?" you want them to quote your bakery's explanation. In simple terms: Being the source that AI tools quote when answering food-related questions.

How to optimise for AEO: make your content the answer 

Answer Engine Optimisation is about anticipating the questions your customers are asking and providing clear answers. The key is structuring your content around real questions (like "How do we make our sourdough?"), using natural, conversational language, and creating helpful FAQ sections that AI tools can easily reference.

AEO Scenario: The Craft Brewery

Someone asks ChatGPT, "What's the difference between hazy IPAs and traditional IPAs?" A brewery that's created clear, conversational content explaining their brewing process and beer styles gets quoted as the source. That's AEO in action.

GEO (Generative Engine Optimisation):

GEO takes things one step further. Instead of just answering questions, AI will reference your business in its summaries and comparisons. When someone searches "best independent coffee shops in Leeds," you want to appear in Google's AI-generated overview alongside your competitors. In simple terms: Being featured and mentioned in AI-generated summaries.

How to optimise for GEO: get your business cited 

Generative Engine Optimisation ensures your business gets mentioned when AI creates summaries or comparisons. Focus on making your content easy to scan with bullet points and short paragraphs, showcase trust signals like awards and customer reviews, and share unique, specific details about your business that AI can't find anywhere else.

GEO Scenario: The Artisan Bakery

Someone searches Google for "best sourdough bakeries Manchester." Google's AI Overview generates a summary comparing several bakeries, mentioning your 72-hour fermentation process and award-winning loaves. That's GEO working for you.

LLMO (Large Language Model Optimisation):

LLMO makes your website friendly for AI tools like ChatGPT and Google's Gemini so they can easily understand and remember your content. It's about structuring your information in a way that AI can naturally process. In simple terms: Speaking AI's language so your content gets remembered and recommended.

How to optimise for LLMO: speak the language of AI 

Large Language Model Optimisation makes your website understandable to AI. Write naturally like you're talking to a friend (not stuffing in keywords), use structured data on your website to help AI understand your content, and make clear connections in your writing (like "Our head chef trained at The Fat Duck before joining us").

LLMO Scenario: The Farm Shop

Your website has structured data about your products, clear entity relationships ("Our organic eggs come from Jane's farm in the Cotswolds"), and an llms.txt file. AI tools can easily understand and reference your business. That's LLMO making you AI-friendly.

 

Why should food businesses care about AI search? 

Here's why this matters for your brewery, bakery, restaurant, or food brand:

  • People search differently now. Instead of typing "gluten free bakery near me," they're asking conversational questions like "Where can I find freshly baked gluten-free sourdough in Birmingham?"
  • AI is answering without sending clicks. When someone asks an AI tool for restaurant recommendations or cooking tips, it might quote content from various sources without people ever visiting those websites - and you want to be one of those quoted sources.
  • Voice search is growing. More customers are using voice assistants and AI tools to find food businesses. These tools rely on conversational, well-structured content.
  • Competition is fierce. Independent food businesses face competition from chains with bigger marketing budgets. AI search levels the playing field, so if your content is genuinely helpful and well-structured, you can outrank bigger competitors.

How success metrics are changing 

The shift to AI search means we need to rethink what success looks like:

  • Fewer clicks, more visibility: You'll be quoted more, even if people don't visit your website directly, which is why brand mentions and citations are becoming critical metrics.
  • Better voice search rankings: Conversational content optimised for AI naturally performs better in voice search results.
  • Increased credibility: Being referenced by AI boosts trust amongst consumers. When ChatGPT or Google's AI Overview mentions your brand, it's a powerful endorsement.

It's not just about website traffic anymore, although that remains an important metric overall. The future of SEO is becoming more and more about presence where people actually look for answers, whether that's Google's search results page, ChatGPT, Perplexity, or any other AI-powered platform.

 

What this means for your business 

If you're still relying solely on traditional SEO, you're missing a massive opportunity. AI is quickly cementing itself as the future of search, and every day that your content isn't optimised for AI engines is a day your competitors could be getting cited instead of you. The good news? Most foodie businesses haven't caught up yet, so there's still time to get ahead.

At Eat Marketing, we're actively implementing AI SEO services and strategies that keep our clients visible in this new landscape. We've developed specialised packages that combine traditional SEO with AEO, GEO, and LLMO techniques to ensure your food brand thrives in this new era of digital transformation and gets referenced, cited, and remembered by AI.

Get in touch today to find out how our AI search optimisation services can transform your digital presence.

FAQs 

What's the difference between SEO and AEO?

SEO (Search Engine Optimisation) is about ranking your website in traditional Google searches. AEO (Answer Engine Optimisation) ensures your business is the source that AI platforms like ChatGPT quote when answering food and drink questions. Whilst SEO drives clicks to your website, AEO makes you the authority that AI references directly.

Do I still need traditional SEO if I'm optimising for AI?

Yes, absolutely; traditional SEO is still your foundation. AI optimisation strategies like AEO, GEO and LLMO work alongside SEO, not instead of it. Think of SEO as the groundwork and AI optimisation as the extra layer that future-proofs your visibility as search continues to evolve.

How will zero-click searches affect my restaurant or food business?

Searches that end in zero clicks mean potential customers get answers directly on the Google search results page, without ever visiting your website. Whilst this might reduce some website traffic, it's not all bad news. Being cited in AI summaries and Google's AI Overviews actually increases your brand visibility and authority. People see your name, learn about what makes you special, and are more likely to remember you when they're ready to book a table or place an order.

How long does it take to see results from AI optimisation?

AI optimisation can show results faster than traditional SEO. Once your content is properly structured with clear answers and natural language, you could start appearing in AI-generated responses within weeks. However, building consistent authority across multiple AI platforms takes time, and requires some amount of trial and error as these technologies continue to develop. 

Can AI optimisation help people find my restaurant or food business locally?

Definitely. When people ask AI tools "Where's the best pizza near me?" or "What cafés in Coventry serve vegan options?", you want to be mentioned. AI optimisation helps ensure your business appears in these local recommendations, especially when combined with a strong Google Business Profile and positive reviews.

I'm not very technical – can I still optimise for AI search?

Yes! Whilst some AI optimisation involves technical elements like schema markup, much of it is about how you write your content. Focus on answering customer questions clearly, writing naturally about your food and processes, and sharing what makes your business unique. Alternatively, the technical bits can be handled by a marketing team like Eat Marketing or web developer as part of a wider project.