October 23, 2026

The Role Of Brand In LLM-Driven Search

Written by
Amy Varley

TL;DR: Brands that are mentioned often across the web also tend to be the ones AI tools mention most. That is a pattern in the data, not proof that mentions cause it, but it is enough to act on: get your business talked about in credible places, keep the details consistent, then check what AI tools actually say about you. Google says there is nothing special to add to your pages for its AI features, so this sits alongside normal SEO, not in place of it.

If someone asks ChatGPT or Google’s AI Mode who to hire in your field, does your business get named? A lot of that may come down to brand: how widely, and in what company, your name appears beyond your own website.

Does brand affect whether AI tools mention you?

Probably, though nobody can yet show cause and effect. Ahrefs’ study of 75,000 brands (published December 2025) compared a range of signals with how often each brand was mentioned in answers from ChatGPT, Google AI Mode and Google AI Overviews. Mentions of a brand across the web correlated strongly with that brand being mentioned by AI, at roughly 0.66 to 0.71 depending on the platform, where 1 would be a perfect match. Mentions in YouTube videos scored highest at about 0.74. Backlink counts showed a very weak relationship.

Ahrefs is clear that correlation is not causation, and that improving these numbers will not automatically lift your AI visibility. We would treat it as a strong hint about where to put effort, not a guarantee.

Google’s own guidance says there are no additional requirements to appear in AI Overviews or AI Mode, and that standard SEO best practices still apply. So brand building adds to a sound website rather than replacing it. For the traditional search side of the story, see our post on whether brand is a ranking factor in SEO.

Where to build brand mentions

Coverage in trusted publications

A common starting point is digital PR: original data, a genuine point of view, or a story a journalist in your sector would want to run. The aim is for your name to turn up repeatedly in places your customers already trust. For most businesses, we recommend starting here and favouring relevance over volume: one trade title your buyers read is worth more than ten generic directories.

Communities and video

Given that YouTube mentions showed the strongest link in the Ahrefs data, it is worth checking whether anyone in your industry is talking about you, or could be. Forums matter too. Profound’s analysis of AI citations between August 2024 and June 2025 found Reddit was the most-cited site in Google AI Overviews and Perplexity, and second in ChatGPT after Wikipedia. That is a snapshot of a fast-moving picture, so check current figures before relying on it. If you take part, be useful first and open about who you are, because communities spot promotion quickly.

Named experts

Your team already holds the expertise behind your content. Making it visible under their own names, on LinkedIn, at industry events or in articles for trade publications, gives other sites a specific person to quote. It also ties into how we think about trust more broadly, which we cover in our guide to building authority with E-E-A-T trust signals.

“One thing I’ve noticed from working on PR campaigns is that businesses often focus too much on what they are saying about themselves on their own website, instead of looking at how they are being mentioned elsewhere (reviews online, guest posts if they exist, social media etc). Getting coverage in relevant publications helps build that wider brand presence and authority, while also keeping brand messaging consistent, which is becoming increasingly important for visibility in AI search.”

Fiorela Imerai – SEO Account Director

Top Tip: Before you spend a pound, ask ChatGPT, Gemini and Google’s AI Mode five questions a customer would ask when choosing a business like yours, without using your brand name. Run each one twice, because answers change. Write down which brands get named and which websites are cited. If you are missing, the sites that keep appearing are your target list: they show you where your category’s mentions actually come from.

A woman wearing a green blazer, working at a computer, looking away from the camera

What if you are not a global brand?

Ahrefs only studied brands with a Domain Rating above 40 and a main keyword with at least 800 searches a month, so the pattern is shown for fairly established names, not for small local businesses. We think the logic holds at any size, but that is our judgement, not a documented result. For most businesses, we recommend narrowing the goal: be the name that comes up for one specialism or area, rather than for everything. Three habits help:

  • Be consistent. Use the same business name, description and key facts everywhere you appear, so there is nothing to contradict.
  • Keep going. Steady coverage over many months beats one big announcement.
  • Do not judge it on clicks alone. An AI answer that names you may send nobody to your site, so track whether you are being named as well as referral traffic. Our guide to measuring SEO success in the age of LLMs covers how.

We built a broader strategy for NetCov to make sure every expert publication we published aligned with the website. The strategy covers 4 parts of an expertise build approach:

  1. With client data, we created case studies to showcase their approach, expertise in specific sectors, and how their services could solve complicated mobile signal issues.
  2. Second in line was to build topical authority by responding to commercial-intent questions and, in the meantime, building their entity and expertise around sectors, buyer personas’ problems, and how NetCov resolves them.
  3. After we had the proof on-site, we started outreach to targeted sector news websites. Every step in this journey was based on client data, client expert comments on related topics, and showcasing the business owner as the face of the expertise in the business.
  4. As the last step to make sure everything was aligned, we connected sector pages, case studies, testimonials, and any proof of expertise on their website as well. This step was crucial to make sure AI-driven searches have a full picture of the expertise for their specific sector and a person in the business who is responsible for the quality service that NetCov provides.

Thanks to all of this, we have seen a huge spike in new users and conversions, hitting website all-time highs. As an example, in March 2026 we managed to grow 364% in new users and 500% in conversions from organic (according to GA4). Google Search Console visibility metrics show tremendous long-term growth. Total impressions grew by 633.5% year-on-year, and clicks were up by 353.5% year-on-year.

SEMrush data showed an AI visibility score of 32, with NetCov brand receiving 13 mentions and 19 cited pages (11 of which stem directly from AI Overviews).

FAQs

Do brand mentions need a link to help?

The research we have seen looks at whether your brand name appears, and does not show that a link is required. Keep earning links as well, because they still help traditional rankings and bring visitors.

How long does it take?

There is no reliable timeline. Mentions build up gradually, so judge progress over quarters rather than weeks, and repeat the five questions from the Top Tip every month or two.

Do I need special markup for AI search?

Google says no. Its guidance says there is no special schema.org structured data to add, and no new machine-readable or AI text files are needed to appear in its AI features. Structured data you already use should simply match the visible text on the page.

How Wildcat Handles This

We treat brand visibility in AI search as part of normal SEO work, not a bolt-on. Our AI SEO and GEO service starts with a free initial consultation to get to know your business. The first month is typically set-up: your account manager gathers the information they need, runs the audits that inform your strategy and collects your account details. After that, work runs in monthly sprints, with a performance report at the start of each month, and we track the traffic you gain from LLMs and how you show up in AI features.

Where the plan calls for coverage in trusted publications, our Digital PR team works with you from planning and ideation through research, content writing, outreach, pitching and reporting. To talk through where your brand stands today, get in touch for a free consultation.

Post by

Amy Varley

SEO Executive

Will Hitchmough

Founder

Our founder, Will Hitchmough, worked at a number of high profile Sheffield Digital Agencies before founding Wildcat Digital in 2018. He brings an extensive knowledge of all things related to SEO, PPC and Paid Social, as well as an expert knowledge of digital strategy.

Digital Marketing can be a minefield for many businesses, with many agencies ready to take your money without knowing how to deliver results. I founded Wildcat Digital to deliver digital success to businesses with smaller budgets in a transparent way.

Rich Ayre

Head of Growth

Rich joined us in May 2024 to head up our growth team. With years of experience helping other agencies to grow, Rich joins us at an exciting time as Wildcat is working on a five-year plan to become one of the biggest agencies in the UK.

Outside of work, Rich is a father to three children, which keeps him very busy! He’s also recently started running again to keep fit and loves a bit of DIY.

Sarah Tyree

Head of Digital

Sarah joined Wildcat in January 2025, bringing over seven years of SEO expertise to the team. With a background in Fashion Communication and Promotion, she has worked both in-house and at agencies, covering a range of digital marketing specialisms before focusing on SEO.

Passionate about all things search, Sarah thrives on helping brands grow their online presence.

Outside of work, she enjoys walking her dog, running, and shopping for vintage clothing.

 

Amelia Ashman

Office Manager

Amelia joined Wildcat Digital in January 2025, bringing extensive experience in HR, Health & Safety, Facilities Management and IT Support. Previously an Operations Manager at The University of Sheffield, she has a strong background in creating efficient and well-organized work environments.

Specialising in HR, Health & Safety, and Facilities Management, Amelia ensures the Wildcat Digital team has the resources and support needed to thrive. Whether managing office operations, maintaining compliance, or fostering a positive workplace culture, she keeps everything running smoothly.

Outside of work, Amelia loves trying new things, traveling, camping, and walking. She also enjoys socialising and exploring new places with friends and family. Her adventurous spirit and proactive approach make her a valued member of the team.

Siena Russell

Client Partnership Manager

Siena joined us in 2023 with a background in sales and digital marketing. She leads on client relationships across the company, ensuring that our customers are happy throughout their journey with us, from their initial consultation through to onboarding and beyond. 

Outside of work, Siena enjoys travelling and getting stuck into the local culture. She likes to make the most of her experiences and particularly enjoys watching sunrises and sunsets from beautiful locations around the world.

Paul Pennington

SEO Account Director

Paul has a strong background in SEO, having previously founded and ran a successful eCommerce business, as well as running a personal blog that achieves an average of 17K users per month. Paul’s knowledge of SEO is extensive, with a strong emphasis on client handling and technical SEO.

Outside of work, Paul enjoys spending time with his family and staying active with weight lifting and combat sports.

Dariusz Baczyk

Team Lead & Technical SEO Account Manager

With a degree in Computer Science and SEO experience dating back to 2017, Dariusz has a wide range of SEO skills and knowledge. His specialist knowledge of Technical SEO has firmly landed him the title of Wildcat’s Technical Wizard, and he has recently taken on the responsibility of Team Leader for the Panthers Team.

In his spare time, Dariusz loves hiking, experimenting and trying new coffees and loves learning new things. He is currently learning more about CRO and AI and how this could benefit our clients.

Molly Sturgeon

Team Lead & Senior SEO Account Manager

With a background in sales, Molly is a natural Account Manager, brilliantly handling any issues that come her way. Having joined us as a Digital Marketing Executive, and working part-time through her final year of University, Molly is a shining example of how hard work pays off. She is now an SEO Account Manager with a particular interest in Content and Client Management. 

In her spare time, Molly loves to get out in nature, hiking and exploring the Peak District. She also loves cooking and likes to unwind with a bit of yoga.

Libby Oldale

PPC Team Leader

Libby joined Wildcat in 2021 as our first PPC hire. With a degree in Digital Media Production, a Master’s in Digital Media Management and previous experience in Social Media Management, Libby hit the ground running and has since climbed the ranks to Senior PPC Account Manager and has a particular interest in the eCommerce sector.

Outside of work, Libby likes gaming, and cooking and likes to keep active by lifting weights.

Jamie Stowe

Senior SEO Account Manager

With a degree in Film and TV production, and a varied career history, Jamie made the move to marketing with a Masters degree in Digital Media Management. He has since worked in SEO at Agencies across Sheffield, before joining Wildcat and working his way up to SEO Account Manager. Jamie has a particular interest in backlinks and Digital PR and has recently gained a client a valuable backlink from Forbes!

In his spare time, Jamie is an avid foodie and loves trying new restaurants and cuisines. He also loves to travel and spent a year travelling to Australia after university.

Jasmine Savery

SEO Account Manager

Jasmine joined Wildcat in 2022 with a strong background in SEO and Account Management. At the time, she was finishing up a Level 4 Apprenticeship in Digital Marketing from the Chartered Institute of Marketing, and has since worked her way up to SEO Account Manager. Jasmine excels at content writing and promotion, and particularly enjoys finding creative ways to join the dots on multi-channel campaigns.

In her spare time, Jasmine volunteers at a charity, helping combat loneliness & social isolation experienced by older neighbours. Outside of Wildcat, she owns a catering company, Savery Grazing, creating delicious grazing tables & platters for a range of events. She also loves skiing and exploring the Peak District.

Andy Blanchard

SEO Account Manager

Andy joined Wildcat in 2023 after starting his digital marketing career in-house for a local Sheffield company. Since joining, he has developed a strong interest in Technical SEO and has strong skills in Account Management. 

Outside of work, Andy loves music and plays in a couple of bands. He also enjoys rock climbing, cycling, photography and good food.

Tom Brookes

PPC Executive

Before joining Wildcat, Tom worked across different industries, building skills in sales and customer service. He later developed a passion for digital marketing whilst working on personal marketing projects and freelance ventures, and gained numerous certifications in PPC and Social Media. 

Outside of work, Tom enjoys staying active by going to the gym and hiking. He also loves travelling and motorbiking.

Kezia Humphries

SEO Account Manager

Kezia joined us in July 2024 after completing a CIM Certificate in Digital Marketing and gaining experience in Content SEO at another Sheffield agency.

In her spare time, Kezia loves to get outdoors, bouldering, hiking and travelling.

Alex Hickling

PPC Account Manager

Alex joined Wildcat Digital in December 2024 as a Senior PPC Executive, bringing a strong background in Paid Media, Paid Social, and Programmatic advertising. With a degree in Business & Marketing and Google Ads certifications, she has the expertise to craft high-performing campaigns that drive results.

Before joining Wildcat Digital, Alex worked at two leading agencies in Leeds, honing her skills across various digital advertising platforms. Her analytical mindset and strategic approach help businesses maximize their online presence and advertising budgets.

Outside of work, Alex enjoys spending time with her dog, Lola, and going on walks with her dog walking group. She’s also a keen footballer and loves playing five-a-side whenever she gets the chance. Her enthusiasm and team spirit make him a great addition to the Wildcat Digital team.

Amy Varley

Senior SEO Executive

Amy joined Wildcat in 2024 with a background in journalism, having worked as a News Editor and Editor-in-Chief at The Sheffield Tab. She is naturally interested in Content SEO and research, so will no doubt prove to be a content power-house.

In her spare time, Amy loves watching crime shows, listening to music and hanging out with her dog, Eddie!

Reiss Mason

SEO Senior Account Executive

Reiss joined the Wildcat Digital team in July 2025, with a background in journalism and digital content, Reiss brings both creativity and technical know-how to the team.

After graduating with a Journalism Studies BA from the University of Sheffield, where he also served as Games Editor and Deputy Editor for the student-run newspaper – Reiss jumped straight into the world of climate tech communications.

Outside of work, Reiss loves crochet, swimming, playing guitar, and diving into both video and board games. He’s always up for picking up new skills and trying new things – which makes him a perfect fit for our team!

Lucy Young

Senior SEO Executive

Lucy joined the WildcatDigital Team in August 2025, with solid SEO experience and a creative edge from her work in wedding videography, a combination that brings both strategic insight and storytelling flair to the team.
When she’s not deep in keyword research or editing stunning wedding footage, you’ll probably find Lucy exploring new places on long walks or unwinding with a few books.

Bekky Croson

Office Assistant

Bekky joined the WildcatDigital Team in October 2025, with over a decade of customer-facing experience – including running her own vegan café.

Bekky brings a wealth of energy and expertise to the team. When she’s not keeping things running smoothly in the office, you’ll find her cooking up a storm for friends or playing hockey with the Sheffield Women’s squad.

Bianca Croitoru

PPC Account Manager

Bianca joined the WildcatDigital Team in October 2025, having worked with charities from £100k to £7M, blue-collar lead gen businesses, and clothing e-commerce brands – building multi-channel marketing strategies that flow seamlessly, Bianca will be a real asset to the team.

When she’s away from the office, Bianca loves diving into holistic health experiments… and indulging her inner conspiracy theorist (or truth seeker, depending on who you ask).

Fiorela Imerai

SEO Account Director

Fiorela joined the WildcatDigital Team in October 2025, she joins us with a strong background in SEO and Digital PR, helping UK and global brands grow their online presence and strengthen their reputation.

Outside of work, you’ll usually find her cooking, exploring new places, or “just browsing” flights… that she’ll probably end up booking!

Eviee Taylor

SEO Senior Executive

Eviee joined the WildcatDigital Team in January 2026 and has a background in marketing and SEO for the education and theatre industries, with a keen passion for writing and accessibility.

She is also a keen crafter, theatre-goer and certified cat lady!

Liv Hardwick

Content & Proposal Writer

Liv joined the WildcatDigital Team in June 2025, with a strong background in financial admin and client care, Olivia is taking an exciting step into the creative world – and we’re so glad she’s doing it with us!

She’s currently studying content creation through her apprenticeship with Wildcat, and already bringing fresh energy and creativity to the team.

Outside of work, Olivia runs her own BIAB nail business, loves reformer Pilates, long walks, and is a member of a competitive dance team.

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