The Growth of AI Influencers and How They Are Being Leveraged to Drive Reels and TikTok Sales

A 19-year-old from Los Angeles has collaborated with Prada, Calvin Klein, Samsung, BMW, and Alexander McQueen. She has 2.5 million Instagram followers and 3.4 million on TikTok. She releases music on Spotify, attends the Video Music Awards, and reportedly generates over $10 million a year in revenue. She also does not exist.

Lil Miquela, created by LA startup Brud in 2016, is the most prominent example of a trend that is rapidly moving from novelty to commercial infrastructure: AI-generated influencers being used to drive product sales across social media platforms. And she is far from alone.

What was once a curiosity confined to tech conferences and marketing think pieces has become a measurable force in social commerce. Brands are commissioning virtual personas, agencies are building them at scale, and platforms like TikTok and Instagram are now hosting AI-driven content that converts viewers into buyers. For affiliate marketers, understanding where this is heading is no longer optional.

The Numbers Behind Virtual Influence

The data paints a picture of a market that has moved well beyond experimentation.

PR firm Ogilvy projected in 2024 that AI virtual influencers would account for 30% of influencer marketing budgets by 2026. The global influencer marketing industry itself is valued at approximately $32.5 billion as of mid-2025, with projections pointing toward $40 billion or more by the end of 2026. Virtual influencers are claiming a growing share of that spend.

According to research from The Influencer Marketing Factory, 47% of Gen Z consumers say they do not care whether an influencer they follow is human or AI-generated. A separate survey found that 52% of US social media users follow at least one virtual influencer, and 29% have purchased a product based on an AI influencer's recommendation. For an industry built on trust and persuasion, those numbers are significant.

Engagement metrics add another dimension. HypeAuditor data from 2023 showed that virtual influencer campaigns achieved an average engagement rate of 5.9%, compared to 1.9% for campaigns featuring human influencers. Calvin Klein's campaign with Lil Miquela reportedly achieved a 60% increase in social media engagement. While some of this engagement is driven by curiosity rather than purchase intent, it demonstrates that audiences are interacting with AI-generated content at rates brands cannot ignore.

Who Are These AI Influencers?

The roster of commercially active virtual influencers has grown substantially, and several now operate as serious business entities with verifiable brand partnerships and revenue streams.

Lil Miquela remains the most recognisable name. Created by Brud (later acquired by Dapper Collectives), she was designed from the outset to function as a cultural presence rather than a tech demo. She has collaborated with over 90 brands in a 12-month period, including Hugo Boss, Red Bull, and Liquid IV, with a single promotional video for Liquid IV generating an estimated €75,000 in earned media value. Her creators were transparent from the beginning about her artificial nature, yet her followers, self-styled “Miquelites”, treat her with the same loyalty typically reserved for human creators.

Lu do Magalu, created by Brazilian retail giant Magazine Luiza, commands over 6.8 million Instagram followers and reported annual earnings of approximately $16.2 million, making her one of the highest-earning virtual influencers globally. She functions as a virtual brand ambassador for the company's ecommerce operations across Brazil.

Aitana López, a 25-year-old virtual persona from Barcelona created by Spanish agency The Clueless in 2023, earns between €3,000 and €10,000 per month through brand partnerships with companies including Amazon, Razer, and Freepik. Her creator Rubén Cruz told Euronews that the agency developed López after experiencing repeated project disruptions caused by real influencers: “We started analysing how we were working and realised that many projects were being put on hold or cancelled due to problems beyond our control. Often it was the fault of the influencer or model and not due to design issues.”

Noonoouri, a German-created virtual fashion influencer active since 2018, collaborated with 130 brands on Instagram in a single 12-month period, reaching over 31.9 million users and generating an estimated media value of €771,000. Her brand partnerships include Dior, Versace, Skims, and Warner Bros.

Imma, a Japanese virtual influencer recognisable by her signature pink bob hairstyle, has worked with IKEA and Gucci, appeared at Paris Fashion Week, and reportedly generates over $600,000 in annual revenue.

These are not hypothetical case studies. These are documented commercial operations with verifiable partnerships, follower counts, and revenue streams.

Why Brands Are Investing

The appeal of AI influencers to brands extends beyond novelty, and the advantages are practical enough to explain why 71% of brands surveyed by Influencer Marketing Hub believe AI influencers can deliver higher ROI compared to human creators.

The first advantage is control. A virtual influencer never goes off-script, posts something controversial on a personal account, or gets embroiled in a public scandal. Every piece of content, every brand message, every visual element is managed entirely by the creative team behind the persona. For brands operating in regulated industries or those that have been burned by influencer missteps, this level of predictability is enormously valuable.

The second is scalability. Human influencers can only produce a limited volume of content, attend a finite number of events, and operate in one time zone. Virtual influencers can post around the clock, appear in multiple markets simultaneously, and produce content in multiple languages without the logistics of travel, scheduling, or production coordination. For affiliate programs managing creator partnerships at scale, this removes significant operational friction.

The third is cost efficiency over time. While the initial development of a high-quality virtual influencer can take six to eight months and require significant investment in 3D modelling, character design, and AI technology, the ongoing costs are substantially lower than retaining top-tier human talent. There are no appearance fees, no travel expenses, no renegotiations at contract renewal.

Fashion brand MANGO recently launched an entire teen sportswear collection using only AI-generated models, eliminating the need for human talent entirely in the campaign production process. Victoria Beckham's fashion line has reportedly been testing virtual personas for campaign content. These are not fringe experiments from unknown brands.

How AI Influencers Are Driving Sales on TikTok and Reels

The intersection of AI influencers and social commerce is where this trend becomes directly relevant to performance marketers.

TikTok Shop's explosive growth has created an ecosystem where content and commerce sit in the same environment. US TikTok Shop monthly GMV grew from $15.1 million in July 2023 to $1.1 billion in July 2025, according to Charm.io data. During Black Friday and Cyber Monday 2025, TikTok Shop generated over $500 million in sales across four days, with shoppers tuning into over 760,000 livestream sessions that accumulated 1.6 billion views. EMARKETER projects TikTok Shop will reach $23.41 billion in US ecommerce sales in 2026.

AI influencers are increasingly being deployed within this commerce ecosystem. In China, where livestream commerce generated nearly $682.5 billion in 2023, ecommerce platforms like Taobao have run AI-hosted livestreams that drove product sales up by approximately 30%. These AI hosts can present products continuously without fatigue, answer viewer questions in real time, and maintain perfectly consistent brand messaging across marathon streaming sessions.

In Indonesia, as reported by Rest of World, companies are already building AI livestream hosts to sell products on TikTok Shop. AI-generated hosts are hawking everything from cosmetics to snack foods and sauces. While the cost of building interactive AI hosts capable of genuine viewer engagement remains high, the trajectory points toward rapid cost reduction as the underlying technology matures.

On Instagram, Reels video views for luxury brands grew 234% in Q2 2025 according to EMARKETER, and virtual influencers are contributing to that growth. Aitana López's Reels, where she talks into a microphone sharing views and opinions, generate engagement from followers who interact with the content identically to how they would with a human creator. Noonoouri's 214 Reels in a 12-month period contributed to her reaching over 31.9 million users.

For affiliate marketers, the mechanism is increasingly direct. AI influencers can promote products through affiliate links embedded in their content, earn commissions on conversions just as human creators do, and operate across TikTok's affiliate program and Instagram's shopping features with the same technical infrastructure available to any other creator.

The Transparency and Disclosure Challenge

The growth of AI influencers introduces significant questions around disclosure and consumer trust, and affiliate marketers need to pay close attention to how regulators are responding.

The FTC's updated guidelines now explicitly extend disclosure requirements to cover virtual influencers and any content where a commercial relationship exists. As we explored in our guide to affiliate marketing transparency, transparency is not just a regulatory obligation but a foundation for sustainable audience relationships.

TikTok has introduced stricter policies around AI content labelling. Updated Community Guidelines that took effect in September 2025 require clear labelling of AI-generated content while prohibiting any AI content that could be “misleading about matters of public importance or harmful to individuals.” YouTube has implemented similar disclosure requirements, and Instagram has been exploring automated labelling for AI-generated content.

The EU AI Act introduces transparency obligations including deepfake labelling requirements. Spain has proposed fines for unlabeled AI media. These regulatory pressures are pushing platforms to enforce disclosure more aggressively, which directly affects how AI influencer content can be distributed and monetised.

Consumer sentiment is mixed. While 47% of Gen Z consumers express indifference about whether their favourite influencer is human or AI-generated, only 23% of US adults trust how generative AI is being used in social media, and 39% said they would trust influencers less if they increased their use of AI. There is a generational divide here that brands and affiliates need to navigate carefully.

For affiliate program managers, this creates practical compliance considerations. Program terms need to address how partners can and cannot use AI in promotional content. If AI-generated personas are promoting products through affiliate links, the disclosure requirements apply just as they would for any human creator with a commercial relationship.

What This Means for Affiliate Marketers

The rise of AI influencers creates both opportunities and competitive pressures for the affiliate marketing industry.

On the opportunity side, affiliate marketers can create their own virtual personas to promote products across social platforms. The barriers to entry have dropped dramatically since Lil Miquela's debut in 2016. AI image generation tools, video synthesis technology, and voice cloning capabilities mean that creating a consistent virtual persona no longer requires the kind of studio-level investment it once did. Smaller brands are already experimenting, like men's scalp care company Domepeace, which built a synthetic spokesperson named James to teach grooming routines and explain product ingredients without requiring a full production day for every piece of content.

There is also the emerging concept of “digital twins”, where human creators license AI-generated versions of themselves that can scale content production beyond what any individual could manage alone. This model preserves the authenticity of a real person's voice and personality while extending their reach through AI-generated supplementary content.

However, as platforms tighten rules around AI-generated content and monetisation, affiliates need to ensure their AI content strategies are built on quality and transparency rather than volume and deception. YouTube has updated its Partner Program rules to specifically target mass-produced, low-value AI content. TikTok's enforcement systems are increasingly sophisticated at identifying automated promotional activities.

The affiliates most likely to succeed with AI influencer strategies are those who treat virtual personas as brand-building tools rather than content factories. A well-developed AI influencer with a genuine personality, consistent aesthetic, and actual value to offer audiences can build the kind of engaged following that converts. An AI-generated content mill producing generic product promotions will face the same platform enforcement and audience rejection that plagues low-quality human content.

The Bigger Picture

AI influencers sit at the convergence of several trends reshaping affiliate marketing in 2026: the shift toward social commerce as a primary sales channel, the growing sophistication of AI content creation tools, the increasing importance of short-form video for product discovery, and the ongoing pressure on traditional traffic sources.

The influencer marketing industry is projected to exceed $40 billion globally by 2026. During Cyber Week 2025, social media influencers nearly doubled their share of total orders year-over-year, with influencer-driven spend jumping 51% while commission costs stayed flat. AI influencers will capture a growing portion of that activity.

But the fundamentals have not changed. Whether the influencer promoting a product is human or AI-generated, the same principles apply: audiences need to trust the source, the content needs to provide genuine value, and the commercial relationship needs to be disclosed transparently. The technology powering the messenger may be evolving rapidly, but the rules of effective affiliate marketing remain rooted in authenticity, value, and trust.

For affiliate marketers watching this space, the strategic question is not whether AI influencers will become commercially significant. They already are. The question is how to integrate this new category of creator into performance marketing strategies in a way that is compliant, sustainable, and genuinely valuable to the audiences being reached.