For years, Highlight has put real products in real people’s hands and captured how they actually respond: millions of tests, thousands of vetted testers, one of the richest consumer datasets in the world. Now we’re turning that foundation into an AI platform for a whole suite of products. Digital Twins is live today. It’s just the beginning.
Why this is different
Anyone can bolt AI onto a survey tool. Almost no one has spent years earning the data underneath it. Highlight’s advantage isn’t the models. It’s the proprietary, compounding asset only we can train them on.
First-party, consented signal from real in-home product experiences: taste, texture, packaging, purchase behavior. You can’t scrape this off the internet, and competitors can’t buy it.
Every study Highlight runs makes the foundation deeper and every AI product on top of it smarter. The moat widens on its own. The more we test, the further ahead we get.
Our models are anchored to actual humans who test actual products, not synthetic personas invented by a language model. That’s what makes the outputs trustworthy enough to act on.
The opportunity
The same foundation that powers Digital Twins will power AI products at every stage of how consumer goods get made, from the first spark of an idea to optimizing what’s already on shelf. The surface area is enormous, and we’ve only built on the first stage.
Today, Digital Twins serves the first stage. Every other stage is an AI product waiting to be built on the same data.
It’s already working
With Digital Twins, teams get a directional consumer read on their earliest ideas in minutes, grounded in Highlight’s real testing data instead of guesswork. It’s already changing how brands make their riskiest early decisions.
It shows exactly what the platform does. AI trained on Highlight’s data already stands in for a focus group, and the same foundation powers the products coming across the entire lifecycle above.
Why the rest follows
This isn’t a roadmap of things we hope to fund one day. Every product on this platform runs on data we already own, a community we already have, and models that already work. Each new one starts from a foundation the last one made stronger, so the only real question is which we ship next.
Where this goes
These are the outcomes the next products on the Highlight platform will drive. We’re not describing features. We’re describing the results a brand gets when their consumers are only a query away.
Kill the bad concepts sooner and pour resources into the winners. Compress research that used to take months into hours, and put far more shots on goal for the same budget.
Forecast how a product will perform before it ever ships. Know which launches will land and which will stumble, and walk into the big bets with the odds already in view.
A living model of your consumers you can ask anything, any time. No study to field, no weeks to wait. Spot shifts in taste and demand as they emerge, before your competitors even notice.
Tune products, flavors and formats to the segments that matter most, and optimize an entire portfolio against what people actually want, not what a room full of executives assumes they want.
Why we’re building this
“We didn’t set out to build an AI company. We set out to understand consumers better than anyone, by putting real products in real hands. What we ended up with is a dataset that almost no one can replicate. AI is what finally lets us turn that into a platform, not just a service. Human validation will always be the core of what we do. But now every study we run makes the models sharper, and every model opens the door to a product we couldn’t have offered before. Digital Twins is step one of many.”
Tell us about your brand and what you’re working on. Whether you want to put the platform to work on your next launch or just see where Highlight is going, we’ll be in touch.
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