品牌如何在同质化的个性化营销浪潮中脱颖而出
How to stand out in a sea of personalization
面对 AI 驱动的内容定制泛滥,品牌脱颖而出的核心在于由创意理念主导体验设计并坚守品牌立场,而非单纯用算法迎合用户偏好。麦当劳 Magic Stories 项目凭借个性化故事实现人均品牌停留时间增加 238%、复用率超 50%,多芬 Real Beauty DNA 触达 2700 万人且女性互动率高出平台基准 21.4%。创意团队需提前介入定义交互与记忆规则,避免沦为末端批量生产素材的流水线工具。

Personalization is standard in digital experiences. Brands use data platforms, audience segmentation, behavioral targeting, and AI to make content more relevant. But when every brand can tailor content to individual preferences, relevance alone isn’t enough to stand out.
Part of the problem is how brands approach personalization. Too often, creative teams get involved after an experience is designed or updated, with audience segments and technology requirements largely defined. They’re then asked to produce variations of headlines, images, or calls to action — work AI can already handle with the right guidance.
This assembly-line approach misses the bigger opportunity. As AI makes personalized content easier to produce, creative thinking becomes even more important in developing ideas that feel meaningful, personal, and worth remembering.
When the creative idea comes first
Spotify Wrapped shows how personalization can turn familiar customer data into something entertaining, surprising, and worth sharing. Millions of people experience the same basic idea, but the result feels unique and personal to each person.
Creative strategy shouldn’t just show up at the end to produce content variations. It should help define the experience, why people would care, and what technology is needed to make it happen.
McDonald’s Magic Stories takes this approach further. It created an experience where families could become characters in their own personalized animated stories. With AI, these stories could continue and evolve over time, giving families something fun to experience together and a reason to return.
McDonald’s wanted to strengthen engagement and encourage repeat visits. A typical personalization approach would focus on targeted offers, reminders, or better rewards. Instead, McDonald’s began with a creative idea based on something personal and human: the moments families share.
The Magic Stories idea started in a creative workshop and later became an experience that used AI, illustrated characters, loyalty data, and app technology. This idea changed what the technology needed to do. The system had to support an ongoing story and create a consistent animated world that families would want to return to.
The campaign saw a 238% increase in average time spent with the brand per person and repeat usage above 50%. This doesn’t prove long-term memorability, but it shows the kind of engagement an idea-led experience can create.
The creative idea came first, and personalization was part of the experience from the start.
A brand should have something to say, too
Brands often focus on what people like and give them more of it. But shouldn’t they also contribute something of their own? We often overlook that part of personalization.
A brand shouldn’t just copy its customers’ preferences. It should have its own identity, perspective, and beliefs. Not every brand needs to take a social or cultural stance, but it should stand for something meaningful and easy to recognize. Personalization should help people experience that point of view, not just swap it out for whatever an algorithm thinks will get a click.
Dove’s Real Beauty DNA is another great example. Dove repeatedly challenges narrow beauty standards. As AI takes a larger role in influencing the imagery people see, Dove partnered with Pinterest to give women a more active role in defining the beauty they wanted to see.
Participants chose images and personal qualities that reflected their own definitions of beauty, creating personalized, shareable content and helping shape the images Pinterest recommended. The creative idea influenced not just what people saw, but how they could help shape it. Instead of simply showing women more content based on their preferences or existing algorithms, Dove brought its beliefs about beauty into the personalization experience.
Dove maintained its brand perspective while personalizing the experience. The campaign reached 27 million people on Pinterest, saw engagement among women 21.4% above platform benchmarks, and delivered a 2.9-point lift in association with Dove’s Real Beauty message.
The brand’s belief stayed consistent, but people’s experiences and participation in it became personal.
As AI lets us adapt content, images, tone, recommendations, and interactions in real time, that difference becomes even more important. Brands should be able to respond differently to people without turning into something completely different for each person.
Personalization can change how a brand expresses itself, but it shouldn’t change what the brand stands for. That creative decision should come before technology starts optimizing the experience.
Creative should guide how personalization works, not just how it looks
As personalization technology advances, creative teams’ role needs to change too. Usually, creative briefs define the audience, message, concept, and goals. Then, teams build the content and experiences to bring the idea to life. But when an experience can adapt in real time, creative direction needs to go a step further.
What should trigger a response? What should the experience remember? When should it introduce something new? What should someone be able to control? And what should always stay the same, no matter who’s using it?
These choices often feel like data, business, or technology questions, but they also shape the experience itself.
Most personalization requirements begin with what we already know about an audience: segments, behaviors, preferences, and what content or offers we want to deliver. Those inputs are useful, but they can also limit creative possibilities before we consider what the experience could be.
Instead of only asking what content should change for different audiences, we can explore how people might get involved, what they could influence, and how their interactions could evolve the experience. This opens up entirely different possibilities and changes what we’re asking technology to make possible.
Now the conversation shifts to what data we really need, how an experience should respond, what it should remember, and where people should have more control. We’re also questioning the assumptions we make from limited behavioral signals. Just because we can guess what someone might want doesn’t mean we truly understand their needs or intentions.
The creative idea should shape how personalization works, rather than follow technology and rules already in place.
What should creative teams actually contribute to personalization?
Before designing variations or setting up personalization rules, teams should be able to explain three things:
- The creative idea: What’s the main idea, and why would someone care about this experience? What makes it distinct to the brand?
- Personalization behavior: What should change, what information do we actually need, what choices should be up to the person, and what should always stay true to the brand? This also means deciding when the experience should respond, when it should ask, and when it should just leave someone alone.
- Value: What should the experience achieve for the person and the business, and what would show us that it worked?
These answers should guide the experience design, prototypes, data requirements, technical implementation, and how we measure success.
This means exploring how an experience responds to someone’s choices over time, rather than just designing different page versions. Teams also need to decide which moments should get a personal response, which should stay the same for everyone, and which shouldn’t be personalized at all.
Imagine someone with a serious illness looking for treatment options. They may want helpful information, clear next steps, or a place to describe what matters to them in that moment. They probably wouldn’t want an auto-generated message of encouragement from a system that assumes it understands their situation.
Making something more personal doesn’t always make it more helpful. And just being relevant doesn’t mean we really understand how someone feels. Creative judgment is about knowing when to do less, not just when to add more.
These decisions require collaboration. Creative teams help define the idea and experience. Research and data teams challenge assumptions and help us understand people. Technology teams figure out what’s possible and how to make it work at scale. Marketing teams connect the work to business goals and results.
The key is that creative direction shapes what gets built, instead of just adding assets after the decisions are made.
An idea worth personalizing
More personalized content doesn’t necessarily create more value. Sometimes the best personalization helps someone find what they need or gives them more control. Other times, it creates something surprising, fun, or worth sharing.
Creative strategy helps determine which experiences are worth building and how personalization can bring them to life. That should also shape how we measure success. If the goal is to remove friction, measure whether people reach their goals. If it’s to build loyalty, look at repeat engagement and retention. If it’s to reinforce a brand belief, assess whether it strengthens people’s connection to the brand.
A great creative idea still needs to deliver business value. But the right idea can also change the kind of value a brand creates.
Technology will keep getting better at personalizing experiences. The bigger creative opportunity is deciding what makes those experiences worth having in the first place.
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来源:MarTech.org · martech.org