AI Really Does Make Better Chocolate
The gap between good ideas and real impact.
In the social impact space, it’s easy to assume that good intentions — backed by smart ideas and passionate teams — will naturally lead to positive change. But across hundreds of ventures and programs, we’ve seen a consistent challenge: intent is not the same as impact. Why?
Because we humans rarely behave the way we think we will — or say we will.
Despite growing access to information, innovation ecosystems, and “best practices,” most social ventures still struggle to scale. While many focus on organizational barriers, the most common breakdown actually occurs at the behavioral level. Too often, interventions are designed around how people should behave — as if we were perfectly rational agents — instead of how we actually behave. This disconnect undermines adoption, limits impact, and often leads to wasted resources.
To bridge that gap, we must integrate tools from behavioral science — drawing on psychology, behavioral economics, and human-centered design — into the social innovation playbook. In a recent six-part collaboration between Dan Ariely and MovingWorlds, we explored how behavioral insights can help founders, funders, and accelerators scale social innovations more effectively. What follows is a practical synthesis of those conversations, supported by stories from eight social entrepreneurs applying these lessons on the ground.
Social change requires behavior change. Yet many programs are still built around simplified theories of change that stop at “access” or “awareness.” In reality, behavior is shaped by emotional, social, and contextual factors that don’t always follow logical patterns.

For example: how often have you told yourself you’ll start a healthier habit next month — exercise, diet, cutting back on alcohol — only to watch that intention vanish in the metaphorical rearview mirror? Humans are predictably irrational. Recognizing this is the first step toward designing for real change.
A powerful way to begin is by mapping the user journey, not just through tasks and touchpoints, but through emotions. Where do people hesitate? What moments spark curiosity, shame, pride, doubt, or joy?
Scaling social innovation isn’t just about expanding access or distributing products. It’s about understanding and shaping behavior.
Take Laura Stocco at Openversum, who works with underserved communities to install water purification systems. Early in our course, she noticed that simply offering a clean water solution wasn’t enough — adoption was lagging. When her team mapped the user journey, they discovered emotional friction: many community members were embarrassed to talk about contamination. By co-creating messaging and training with local leaders — framing the solution in terms of dignity and shared norms — uptake increased significantly.
Try this: Interview users and trace the emotional arc of their experience. Identify friction points. Don’t just optimize the mechanics — explore the feelings involved.
Funders often ask for an organizational Theory of Change. We advocate for an equally critical tool: a Human-Centered Theory of Behavior. What specific actions do you want someone to take? Under what conditions? What internal and external factors will help — or hinder — those actions?
Without clear answers, we risk building programs that deliver activity, not impact.

Roy King at XtraMath, a nonprofit helping students build math fluency, faced this question when reviewing performance metrics. Initially, they tracked usage and completion. But they realized that what really mattered was repeat engagement — whether students returned the next day. That behavior was closely tied to learning outcomes. By shifting analytics and interventions to reinforce repeat visits, XtraMath improved both educational impact and retention.
Try this: Clarify the one behavior most essential to your mission. Focus not just on what people see or hear, but on what they do — and when.
We often assume that money is the most powerful motivator. But research — and the experience of social entrepreneurs — suggests otherwise. Meaning matters more. When people feel that their actions align with identity, values, or community, they are more likely to follow through.
Behavior is shaped by emotional, social, and contextual factors that don’t always follow logical patterns.
Linda Klunder at Kumasi, which produces drinks from cocoa fruit while supporting Ghanaian farmers, found that sustainability claims didn’t drive much consumer behavior. But reframing the product’s story — highlighting dignity, circularity, and innovation — created emotional resonance. Kumasi positioned the drink not as “ethical,” but as empowering, and sales increased.
Likewise, Keith Wakeman at SuperBetter, a digital health platform, shifted from extrinsic rewards to intrinsic motivation. The app now reinforces personal growth using game mechanics rooted in autonomy, mastery, and connection — core psychological drivers that power long-term change.
Try this: Ask what motivates your users on a deeper level. Beyond incentives, what values or identities are at stake? Frame your interventions around why they matter.
One of the greatest challenges in behavior design is present bias — our tendency to prioritize immediate rewards over future benefits. This can undermine preventative health, education investment, and climate action.

Dan’s research showed that individuals trying to save money were more successful when they used a medallion, updated weekly, and visible to family members. Why? Because it made a private behavior public, enabling recognition from loved ones.
Grace Kansiime at Wazi Vision, which provides affordable eye care in Uganda, faced a similar challenge. Glasses offer long-term benefits, but little immediate gratification. By helping parents visualize their child’s future at the moment of purchase, Wazi Vision increased uptake and improved health outcomes.
Philip Teverow at Yolele, connecting West African farmers to global markets, took a different route. By ensuring fair contracts and consistent communication, Yolele built trust over time — critical for helping farmers adopt new practices that only pay off later.
Try this: Translate long-term benefits into short-term wins. Reinforce trust with transparency and visible follow-through.
Intent isn’t enough. People face emotional and cognitive barriers that can derail even the best plans. Here are five tools social entrepreneurs are using to overcome them:
Try this: Choose one of these tools and pilot it in your next rollout. Focus on simplicity and emotion, not just logic.
The real power of behavioral science emerges through experimentation — structured tests of our assumptions.
A powerful way to begin is by mapping the user journey, not just through tasks and touchpoints, but through emotions.
Nivi, a health communications platform co-led by Ben Bellows and Siddhartha Goyal, exemplifies this approach. Rather than perfecting one campaign, they run A/B tests on WhatsApp and SMS to assess tone, visuals, and timing — based on hypotheses about trust and attention. Small tweaks, like using emojis or local idioms, drove major engagement gains.
Try this: Identify one core behavior your model depends on. Design a test. What intervention might shift it? How will you know? A practical framework Here’s a simple process to bring behavioral science into your next initiative:
Scaling social innovation isn’t just about expanding access or distributing products. It’s about understanding and shaping behavior. That’s where real impact lives.
By integrating behavioral science from design to delivery to measurement, we meet people where they are — and help them follow through on what they already want to do.
We hope this guide offers both inspiration and instruction, and encourages more social entrepreneurs, funders, and ecosystem builders to marry behavioral insight with systemic change — and scale what works.
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Amazing and actionable insights!