Climate

How Overstory’s Satellite Data and AI Are Transforming Vegetation Management

What Overstory’s vegetation intelligence reveals about wildfire and outage risk.

Updated

November 27, 2025 3:26 PM

Aerial photograph of a green field. PHOTO: UNSPLASH

Managing vegetation around power lines has long been one of the biggest operational challenges for utilities. A single tree growing too close to electrical infrastructure can trigger outages or, in the worst cases, spark fires. With vast service territories, shifting weather patterns and limited visibility into changing landscape conditions, utilities often rely on inspections and broad wildfire-risk maps that provide only partial insight into where the most serious threats actually are.

Overstory, a company specializing in AI-powered vegetation intelligence, addresses this visibility gap with a platform that uses high-resolution satellite imagery and machine-learning models to interpret vegetation conditions in detail.Instead of assessing risk by region, terrain type or outdated maps, the system evaluates conditions tree by tree. This helps utilities identify precisely where hazards exist and which areas demand immediate intervention—critical in regions where small variations in vegetation density, fuel type or moisture levels can influence how quickly a spark might spread.

At the core of this technology is Overstory’s proprietary Fuel Detection Model, designed to identify vegetation most likely to ignite or accelerate wildfire spread. Unlike broad, publicly available fire-risk maps, the model analyzes the specific fuel conditions surrounding electrical infrastructure. By pinpointing exact locations where certain fuel types or densities create elevated risk, utilities can plan targeted wildfire-mitigation work rather than relying on sweeping, resource-heavy maintenance cycles.

This data-driven approach is reshaping how utilities structure vegetation-management programs. Having visibility into where risks are concentrated—and which trees or areas pose the highest threat—allows teams to prioritize work based on measurable evidence. For many utilities, this shift supports more efficient crew deployment, reduces unnecessary trims and builds clearer justification for preventive action. It also offers a path to strengthening grid reliability without expanding operational budgets.

Overstory’s recent US$43 million Series B funding round, led by Blume Equity with support from Energy Impact Partners and existing investors, reflects growing interest in AI tools that translate environmental data into actionable wildfire-prevention intelligence. The investment will support further development of Overstory’s risk models and help expand access to its vegetation-intelligence platform.

Yet the company’s focus remains consistent: giving utilities sharper, real-time visibility into the landscapes they manage. By converting satellite observations into clear and actionable insights, Overstory’s AI system provides a more informed foundation for decisions that impact grid safety and community resilience. In an environment where a single missed hazard can have far-reaching consequences, early and precise detection has become an essential tool for preventing wildfires before they start.

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Business

Why Labubu Sells: Viral Marketing Secrets for Startups

Here’s the story of how a quirky toy transformed into a worldwide phenomenon.

Updated

November 27, 2025 3:26 PM

Labubu vinyl figure displayed with surprise blind boxes in a store in Guayaquil, Ecuador. PHOTO: ADOBE STOCK

Trends move fast. One moment it's Dubai’s viral “Kunafa” chocolate bar, the next it’s Labubu—a mischievous-looking doll—racks up US$670 million in revenue this year, even outpacing Barbie and Hot Wheels. Celebrities like BLACKPINK’s Lisa and Dua Lipa have been spotted with Labubu dolls—whether as bag charms or in playful social posts.  

For those unfamiliar, Labubu is the breakout character from the book series“The Monster” by Hong Kong-born, Belgium-based artist Kasing Lung. Alongside Labubu, the series features other quirky monsters like Zimomo, Mokoko and Tycoco—often grouped together as “Labubus”. These vinyl Labubu figures first entered the collectible scene in 2011 as “Monsters”, produced by Hong Kong-based production house How2Work. In 2019, Lung signed an exclusive licensing deal with Pop Mart, a Beijing-based toy collectible company, which further boosted the recognition and popularity of the franchise.

At first glance, Labubu might seem like just another fad. But the craze shows something deeper: in digital marketing, virality doesn’t happen by accident. It’s the result of timing, relatability and the rway global communities amplify trends.  

So, what can marketers learn from the Labubu phenomenon? Let’s take a closer look.  

1. Unconventional aesthetic

Labubu’s unconventional aesthetics—a notorious grin, sharp teeth and wide eyes—break the traditional mold of “cute” toys. The social listening report from Meltwater, a media intelligence company reveals that from January to May 2025, mentions of “cute” outnumbered “ugly” nearly five to one. This “ugly-cute” look gave Labubu its identity and helped it stand out in a crowded market.

Marketing lesson: In a world of where everything blends together on endless feeds, uniqueness wins. Standing out with bold, even unconventional design choices can spark curiosity and desire. By leaning into what makes a product different, brands create instant recognition and give people something worth talking about.  

2. Building authentic connections

Labubu’s surge in popularity is deeply rooted in Pop Mart’s focus on building genuine relationships with its fans. The company encourages user-generated content— unboxings, fan art, influencer stories—that fueled Labubu’s spread online and build brand engagement. Fans weren’t just buying toys; they were becoming part of a community that celebrated each new design.

Marketing lesson: Customers don’t want to feel like faceless buyers. They want to feel seen, heard and part of something bigger. By encouraging engagement and valuing contributions, brands can turn casual customers into loyal advocates who spread the word on their behalf.

3. Relatability fuels sharing

While Pop Mart notes Labubu is most popular among women aged 18–30, its audience has broadened beyond that group. The design draws on influences from Nordic mythology and East Asian “kawaii” culture, making it feel both familiar and new to global audiences.    

For Millennials and Gen Xers, Labubu also sparks nostalgia for toy crazes like Tickle Me Elmo and Beanie Babies that once lit up childhoods before fading away. Together, these layers of cultural resonance and cross-generational charm give Labubu an unusually broad reach.  

Marketing lessons: Relatability is a powerful driver of virality. When a product can connect across generations and cultures, it expands far beyond a niche fan base. Brands that blend familiarity with novelty can build bridges to much larger audiences.  

4. The power of surprises

Labubu’s blind box model makes buying feel like a game. The thrill of not knowing which design you’d unwrap made collecting Labubus fun. It also turns buying into an emotional experience rather than a rational choice, fueling the urge to complete entire collections.  

Besides, the suspense itself became content—millions watched unboxing videos to share in the excitement. Even BLACKPINK’s Lisa admitted she began with “only three to four” Labubus but soon wanted “a whole box” of the latest collection.  

Marketing lesson:  Mystery creates excitement, and excitement drives repeat purchases. By adding an element of surprise, brands can make the buying experience feels less like a transaction and more like a story unfolding. That thrill keeps customers coming back and makes the product easy to share online.

5. Scarcity creates demand

Pop Mart releases Labubus in limited drops, often tied to holidays or cultural events. Some editions include ultra-rare “chase” figures—appearing only once in every 144 boxes—creating a strong sense of urgency and fear-of-missing out (FOMO) among buyers. This strategy fuels a booming resale market, where regular figures retailing at US$25 can sell for US$200–US$300, and rare editions have even fetched prices up to US$150,000.  

Marketing lessons: Scarcity isn’t just about limiting supply—it’s about building anticipation. By tying releases to events and sprinkling in rare editions, brands keep fans watching for the next drop. This combination of urgency and exclusivity transforms ordinary products into must-have collectibles.

6. Smart collaboration

Labubu has expanded its reach through creative brand collaborations. For instance, the Labubu x Coca-Cola series features figures in iconic red-and-white themes, while a Vans Old Skool drop merged streetwear in the clothing brand’s notable checkerboard pattern with collectibles. The One Piece collaboration blended Labubu’s quirky style with beloved anime heroes, appealing to fans of both worlds.    

Marketing takeaway: Collaborations breathe fresh life into a brand and open doors to new audiences. Partnering with well-known names adds cultural weight and collectible value, while keeping the brand relevant in different communities. Done right, collaborations turn niche products into mainstream sensations.  

Summing up: Lasting lessons from Labubu

Labubu’s phenomenal success is more than a passing craze. It’s proof that bold design, authentic community building, clever scarcity and cultural collaborations can transform a quirky idea into a global movement.  

For marketers, the takeaway is simple: don’t just chase trends—create something real and let your community shape the story with you. Be bold, stay authentic and bring your fans along for the ride. That’s how brands move from fleeting hype to lasting cultural icons.