Generative AI may help turn consumers into active collaborators and creators, study finds

AI  Communication and Technology  Media Industry and Consumers 

In the advertising world, generative AI is transforming the way brands connect with consumers, turning audiences from passive viewers into active creators who can shape and personalize campaign content. 

A recent study in the International Journal of Advertising, conducted by researchers at the University of Florida’s College of Journalism and Communications, determined that by letting people use AI tools to create images that fit a brand’s style, companies can invite customers to take part in their campaigns. This hands-on approach makes consumers feel more empowered, which can lead to more positive feelings about the brand and a higher likelihood of buying its products.

“I came across the Coca-Cola and Heinz campaigns and was amazed by how AI can be used to transform and empower consumers,” said Yang Feng, Ph.D., an associate professor in artificial intelligence in the UF Department of Advertising, who co-conducted the study with assistant professor Yuan Sun, Ph.D. “This inspired me to reach out to Yuan to explore a potential collaboration.”

The project began in 2023 following the success of Coca-Cola’s “Create Real Magic” campaign and Heinz’s “AI Ketchup” campaign, both of which allowed customers to engage directly with the brands using generative AI.

To test the effectiveness of these types of campaigns, Feng and Sun set up two surveys. The first was given to participants to evaluate their familiarity with generative AI tools and the ways participants used them. This survey illuminated three areas that users felt were enhanced by generative AI: collaboration, creation and communication, which Feng and Sun refer to as the 3C framework. 

For the second survey, Feng and Sun mocked up a website for Harbor Haven Coffee, a fictional coffee brand committed to sustainability and ethical coffee bean sourcing. 

“We wanted a company that resonated with as many people as possible,” Sun said. “One of the other goals of the first survey was to find what participants cared about most, which is how we came up with the brand’s eco-friendly mission.”

Along with the company’s description and mission statement, a generative AI tool was added to the homepage, encouraging participants to utilize it to produce images using prompts that fell within the brand’s guidelines. While participants were free to put whatever they wanted into the prompt box, each participant got back the same pre-generated image in order to reduce confounding factors. Participants were then asked a final round of questions to get a sense of how participating in this campaign made them feel.

Findings from the surveys showed that incorporating generative AI into advertising campaigns increased the chances of turning potential customers into empowered consumers, or individuals who actively participate in brand development rather than passively receive ad content. Feng and Sun found that the reasons behind this empowerment were tied to their 3C framework. 

First, the collaborative nature of these campaigns fosters a sense of agency in the advertising process. Second, the reciprocal nature of human-generative AI communications boosts consumer confidence by making people feel more in control. Finally, directly engaging consumers and facilitating their creativity through AI builds stronger consumer relationships and reinforces positive brand associations.

“This sense of empowerment can be further strengthened with a user interface that facilitates seamless human-generative AI interaction, which is my specialty,” Sun said. “It should prioritize user-friendly features, clear instructions for prompting GenAI and intuitive navigation to enhance the user experience.”

However, among the benefits, the researchers also found a potential downside that could limit the success of these kinds of campaigns in the future. 

“Once AI’s creation capacity surpasses a certain point, consumers may start to feel overwhelmed and no longer view the output as their own creation but rather as the work of the AI, which ultimately diminishes their sense of empowerment,” Feng said.

To this end, Feng intends to continue researching the 3C framework. Generative AI could play a big role in advertising going forward, and she hopes to explore its interpretive power in new contexts.

Posted: October 28, 2025
Insights Categories: AI, Communication and Technology, Media Industry and Consumers
Tagged as: Advertising, Artificial Intelligence, Yang Feng, Yuan Sun