The New Frontier of Search: Monetizing the Conversation with TradeDoubler’s LLM Citations

Have you noticed how the way we find things online is shifting beneath our feet? Let’s be real for a second: the traditional "blue link" search result is starting to feel a bit like a rotary phone in a world of smartphones. We’re moving away from scrolling through endless pages of SEO-optimised filler and moving toward something far more human: conversation.

Whether it’s ChatGPT, Perplexity, or Claude, we are all asking more and searching less. But for e-commerce business owners, this shift has felt a little… well, terrifying. If an AI gives the answer directly, who clicks on the website? If the "middleman" of the search engine results page (SERP) disappears, where does your traffic come from?

At Positive Sparks, we’ve always been about staying ahead of the curve, and today, the curve is pointing toward a massive new opportunity. TradeDoubler has just opened a door that turns this AI "threat" into your most powerful, high-intent channel yet. We’re talking about LLM Citations, and they are about to change the game for performance marketing.

The Death of the Click and the Birth of the Citation

Let’s face it, we’ve been spoiled by the era of Google dominance. But as traditional search evolves into conversational AI, the metrics of success are changing. In this new world, citations are the new clicks.

When a user asks an AI, "What are the best eco-friendly running shoes for marathon training?" the AI doesn't just give a list; it provides a narrative. It weighs options, explains why, and: crucially: cites its sources. These citations are the digital "footprints" that lead a high-intent buyer directly to your doorstep.

Think about it. A user isn't just browsing; they are in a deep-dive conversation about a specific need. When your brand is the cited source for that AI’s recommendation, you aren't just an "ad": you are the expert authority. You are the credible solution at the exact moment of discovery.

A professional woman viewing brand-aligned product recommendations on a conversational AI search interface.

Why TradeDoubler is Leading the Charge

So, how do you actually get your brand into those citations without just crossing your fingers and hoping the AI "picks" you? This is where TradeDoubler’s new paid channel product for LLM and conversational search citations comes in.

Instead of leaving your brand’s presence in AI conversations to chance (or "hallucinations"), TradeDoubler allows brands to place approved, brand-aligned content directly into the citation stream. Bear in mind, this isn't about "gaming" the AI; it’s about providing the high-quality, verified data that these Large Language Models crave.

TradeDoubler is effectively bridging the gap between affiliate marketing and AI training data. They are allowing you to be the source of truth. For e-commerce entrepreneurs, this is visionary stuff. It means you can protect your brand integrity by ensuring that when an AI talks about you, it’s using the information you want it to use.

Is Conversational Search Actually More Powerful Than Traditional Ads?

You might be wondering, "Is this just another buzzword, or will it actually move the needle on my ROAS?"

Let's look at the numbers. During the 2025 holiday season, AI-driven retail traffic spiked by a staggering 769%. That’s not just a trend; that’s a migration. Users who come through LLM citations aren't just "window shopping." They have been nurtured through a conversational interface. They’ve asked questions, they’ve received an answer they trust, and they’ve clicked the citation to buy.

At Positive Sparks, we often talk about why agentic commerce will change performance marketing forever, and this is a massive piece of that puzzle. When an AI agent recommends your product, the path to purchase is shorter, friction is lower, and the intent is through the roof.

Protecting Your Brand Integrity in an Unpredictable World

One of the biggest fears we hear from brand owners is the "black box" nature of AI. How do you stop an AI from misrepresenting your product? How do you ensure your health-conscious messaging isn't distorted?

By using a managed channel like TradeDoubler’s LLM citations, you are taking the reins back. You aren't just a passive observer of the AI revolution; you are a participant. You are feeding the models the correct specifications, the right brand tone, and the most up-to-date pricing or offers.

It’s about capturing that high-intent traffic at the moment of discovery while ensuring your brand is shown in its best light. This isn't just advertising; it’s reputation management for the machine-learning age.

Managing digital LLM citations and brand integrity through a high-tech data network interface.

How to Get the "First-Mover Advantage"

We’ve seen it time and time again in digital marketing: those who move first on a new channel reap the biggest rewards at the lowest cost. Remember the early days of Meta ads? Or the first brands to master Microsoft Ads for scaling health product marketing?

The TradeDoubler LLM citation product is at that "ground floor" stage right now.

Here is your immediate action plan:

  1. Audit Your Content for "Answerability": Does your current website content answer the specific questions your customers are asking AI? If not, it’s time to pivot your content strategy.
  2. Integrate First-Party Data: Ensure your product feeds are clean and accurate. AI loves structured data. Check out our guide on integrating first-party data to see how this fits into your broader tech stack.
  3. Experiment with Conversational Keywords: Stop thinking about "short-tail" keywords. Start thinking about the prompts a user might type into Perplexity. "What is the most durable leather bag for a frequent traveler under £300?"
  4. Adopt a Profit-First Mindset: Don't just chase clicks; chase the citations that convert. As we’ve discussed before, ROAS tracking can sometimes be misleading; focus on how these AI citations impact your bottom-line profitability.

Turning the Conversation Into Conversions

The "New Frontier of Search" isn't coming: it’s already here. The brands that will thrive in 2026 and beyond are the ones that stop fighting the AI and start feeding it. By partnering with platforms like TradeDoubler to secure your place in LLM citations, you are ensuring that your brand remains visible in the spaces where your customers are actually spending their time.

It’s an inspirational time to be in e-commerce. We are moving away from the "interruption" model of advertising and toward a "solution" model. When you are the cited answer to a customer's problem, you aren't an annoyance; you're a hero.

Let’s be honest: are you still waiting for the "old" SEO to come back, or are you ready to own the conversation?

We’d love to hear your thoughts. Have you noticed your traffic coming from AI sources yet? Are you worried about brand integrity in a world of LLMs, or do you see the massive opportunity we do? Let us know, and let's navigate this new frontier together!

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Roman Dudariev

Media buyer 
Dnipro, Ukraine

What sort of Positive Spark are you? What do you do in the team? What are you good at?
I help businesses attract new customers through paid traffic sources. I like helping businesses develop and grow with us, regardless of their budget, location or business size.
I have extensive experience in various business areas and in many countries. It’s always interesting to learn something new about new types of business and projects.
This always keeps me on my toes when I have to strategize for budgets ranging from $50 to $5,000+ per day.

What do you enjoy about being part of the Positive Sparks team?
I like that every team member can jump in at any time and help me with the project. You will never be left with a problem alone. The client will never be left alone with a problem.
We are always looking for solutions and development for the project.

In any case, I like the fact that my experience is always multiplied by the experience of other guys who are always ready to help.

What do you do in your spare time?
I play guitar and drums

One unusual thing about them that not many people know
When I registered for the marathon, there were no more accounts for 4 km and only accounts for 10 km remained. I was lazy and stubborn about transferring this goal to another event, so I signed up for a 10K and ran, even though I had never run that distance before.

Nataliia Dubyna

Paid search specialist
Dnipro, Ukraine

What sort of Positive Spark are you? What do you do in the team? What are you good at?
I am a PPC specialist on various client platforms (Google, Bing). I help develop pay-per-click strategies, aligning them with clients’ business goals. I analyze the market, target audience, and competitors and determine the best ways to use advertising budgets. As part of my collaboration with clients, I not only attract traffic but also actively work on optimizing web pages to increase conversions. I also constantly monitor industry and platform changes to adapt to new trends and technologies.

What do you enjoy about being part of the Positive Sparks team?
Absolutely! I consider myself very lucky to have met such sympathetic, kind, talented people within one team. We are a real team, where everyone compliments each other and is always ready to help.

What do you do in your spare time?
In my free time from work, I like to walk with my dog Frodo. Several years ago I adopted him from a shelter and now he is my best friend. I also enjoy dancing and yoga classes.

One unusual thing about them that not many people know
I like to go fishing alone. This is my kind of relaxation.

Kelly Luff-Cooper

Account Manager
St Agnes, England

What sort of Positive Spark are you? What do you do in the team? What are you good at?
I make sure that the client’s needs are met whilst ensuring that our team has everything we need to meet (and exceed!) those needs. I have both a customer service and marketing background so I enjoy the mix of the two, and I think it’s really important as an Account Manager to be on the side of the client AND the agency. I think I’m good at understanding the wider business needs of clients and how our role fits into this.

What do you enjoy about being part of the Positive Sparks team?
I love how well the team gel considering that we work and live around the world. The agency feels different to others that I’ve worked with over the years, as we truly work as a team without ego and I really like that difference – it makes for a positive environment and a true partnership with our clients.

What do you do in your spare time?
I have two children who at 2 and 5 years old take up a lot of my spare time. We live right by the beach, so we spend a lot of time there. For myself, I swim in the sea year-round, run (slowly) and love to read and write stories and poems.

One unusual thing about them that not many people know
There is very little that people don’t know about me because I’m pretty open! I went on the TV programme Masterchef when I was in my 20s – it was super stressful and I hated it once we started filming, but went on to work in a kitchen for a few years afterwards!

Kateryna Petrenko

Advertising Manager
Dnipro, Ukraine

What sort of Positive Spark are you? What do you do in the team? What are you good at?
I am the one who analyses the data and uses it to optimise campaigns and implement new strategies, and try to make sure that the client gets the best results.

What do you enjoy about being part of the Positive Sparks team?
Having been part of the Positive Sparks team for many years, I’m fortunate in that my role is always transitioning, which allows me to expand my skillset with the help of the fantastic team I work with. What I enjoy most are the great people I work with every day!

What do you do in your spare time?
I love spending time with my dogs, and I also love taking photos and posting them on Photostock or taking part in photo contests.

One unusual thing about them that not many people know
A few random facts:
– I love to go fishing.
– If I had to change my profession, I would like to learn to be a barista.
– My first job was cleaning at a slaughterhouse.

Jo Harrison

Digital Excellence Manager
France

What sort of Positive Spark are you? What do you do in the team? What are you good at?
I’m the Positive Spark that keeps everything ticking along, testimony to my attention to detail and meticulous nature. I oversee the day to day operations, looking after client communication and team management to not only ensure that everyone is focused on what they are good at, but also that deadlines are always met.

Furthermore, my effectiveness at pulling everything together, creating streamlined processes and building strong client relationships are what drive me to focus on delivering the very best for every business we work with.

As a result, Phil knows that all web marketing projects will be delivered on time and in line with the client’s expectations – which allows him to concentrate on delivering what he does best.

What do you enjoy about being part of the Positive Sparks team?
Having been part of the Positive Sparks team for many years, I’m fortunate in that my role is always transitioning, which allows me to expand my skillset with the help of the fantastic team I work with. What I enjoy most are the great people I work with every day!

What do you do in your spare time?
I’m very lucky in that I live in rural France, which allows me to step away from my computer and straight into the countryside for long walks with my dogs. I also love fabulous French architecture and search it out whenever I visit new places. Reading is another of my big passions and I’m very lucky because I get to read plenty of books before other people do in my role as a professional eBook formatter. Finally, I love learning new skills – and will dedicate time to basically anything that catches my interest and broadens my knowledge.

One unusual thing about them that not many people know
Most people don’t know that I’m part owner of an actual castle! That’s right… I own a share in a French château called Château de la Mothe Chandeniers in the Loire Valley. I try to visit my château at least once a year.

Dipesh Sapkota

Media Buyer
Kathmandu, Nepal

What sort of Positive Spark are you? What do you do in the team? What are you good at?
I am a media buyer at Positive Sparks. As a Positive Spark, my role revolves around crafting and executing dynamic digital marketing strategies. I specialize in leveraging the power of Social Media to enhance brand visibility, engagement, and overall online success. I’ve mastered the art of multitasking, making sure everything clicks, just like your favorite TV remote (minus the lost-in-the-couch part ).

What do you enjoy about being part of the Positive Sparks team?
Being part of the Positive Sparks team is like having a daily passport to different corners of creativity. It’s inspiring to work alongside talented individuals who share a passion for making a positive impact. The team’s dedication to creativity, innovation, and fostering a positive work culture aligns perfectly with my professional values.

What do you do in your spare time?
In my spare time, I catch the travel bug and go on adventures to new places, exploring and trying all kinds of delicious food. Cheering for my favorite cricket team always pumps me up and adds an extra dose of excitement to my day!

One unusual thing about you that not many people know
In the realm of the unusual, I possess a unique superpower—I can turn any place into a cozy nap haven. Call it my secret talent or a low-key superhero ability, but when it comes to napping, I’ve mastered the art. Whether it’s a couch, the office chair, or even the most unlikely spots, I can catch some z’s and turn any moment into a power nap paradise. It’s my unconventional way of recharging for the next adventure!

Catalina Useche

Digital Marketing Specialist
Medellín, Colombia

What sort of Positive Spark are you? What do you do in the team? What are you good at?
As a Digital Marketing Specialist, I’m responsible for creating and managing online marketing campaigns to promote brands, products, or services through the appropriate social media channels to reach their target audiences and achieve the business goals. I use my experience and expertise to analyze the goals and create the best digital marketing strategy to achieve them.

What do you enjoy about being part of the Positive Sparks team?
I love being part of Positive Sparks because we always work together as a team, looking for the best for the company and our clients, making sure we all succeed and achieve our goals. Everyone is super friendly and always willing to help.


What do you do in your spare time?
I enjoy working out and spending time with my friends and family. I also like listening to music, and going to concerts and football matches in Colombia.

One unusual thing about you that not many people know
I used to play football when I was a teenager. Also, I’m very good at Maths although I never wanted to study any engineering or any degree that included it.

Aizel Balce

Company VA Porto, Portugal

What sort of Positive Spark are you? What do you do in the team? What are you good at?
I help make things look good and get stuff done. I take care of ensuring our documents are branded. I also assist in transcribing our goals and processes into a manageable system, we call pods. I help reach out to influencers, ensuring our clients connect with the right people for the brand. I’m your go-to person for creative design and assisting anyone who needs a hand.


What do you enjoy about being part of the Positive Sparks team?
I’m part of an awesome team that’s always working together towards success. The atmosphere is super friendly, and we value respect in everything we do. It’s a great place to be, where everyone supports each other, making work both enjoyable and productive.


What do you do in your spare time?
I enjoy going on adventures, especially exploring the beach and mountains. I also like watching documentaries and Korean dramas.


One unusual thing about you that not many people know?
I used to be an elementary teacher for almost 12 years. I enjoyed teaching mathematics and interacting with the little milestones of the kids.

Amanda Gibson

Business Development Director
England

What sort of Positive Spark are you? What do you do in the team? What are you good at?
I am the glue that keeps everything together. I manage our client accounts and the various teams, within Positive Sparks that work with our clients. I ensure everything runs smoothly and efficiently. I develop relationships with our clients, help with marketing strategy and often advise on development.

What do you enjoy about being part of the Positive Sparks team?
I love the relationships we have with each other, although we are miles apart we are a very close bunch, who work very well together.

What do you do in your spare time?
In my spare time you will find me either singing or Paddleboarding (or both even, I’m great at multi-tasking 🤣)

One unusual thing about you that not many people know?
An unusual thing about me …🤔
I am a qualified Reiki practitioner