Digital Twin Focus Groups let you put ideas, sketches, and packaging in front of AI twins built on Highlight’s proprietary data from 60,000+ real, vetted product testers — and get directional consumer reactions before you’ve briefed a single study.
The problem
Recruiting a focus group for a napkin sketch isn’t worth the six weeks or the budget — so early concepts get greenlit or killed on gut feel. The riskiest decisions in your pipeline are the ones made with the least data.
How it works
Build your twin group by targeting as you normally would — demographics, categories, purchase behavior. Millennial parents who buy gummy candy weekly? Done.
Run it like a real focus group. Ask open-ended questions in plain text, or upload concept images — packaging, renders, even rough sketches — and probe reactions.
Every twin is built on first-party behavioral data from Highlight’s vetted community — not synthetic personas scraped from the internet.
Why these twins are different
Generic AI personas make things up. Ours are anchored to real people who test real products every week.
Twins are built on consented behavioral, demographic, and category-level data from Highlight’s community of 60,000+ vetted product testers — data no one else has.
Our data comes from real in-home product experiences — taste, texture, packaging, shelf behavior. These twins speak the language of your category.
Pressure-test ideas with twins in minutes. Then validate the winners with real people through Highlight IHUTs and digital tests — all on one platform.
Use cases
Compare label and pack designs before design lockup.
“Which of these three labels feels most premium to a millennial parent?”
Get a consumer read on a concept before it goes in the brief.
“Would you try a protein-packed sparkling water? What would stop you?”
Hear how claims land — and where they raise eyebrows.
“Does ‘clinically proven hydration’ make this more or less believable?”
Narrow ten variants to the three worth prototyping.
“Which of these flavors would you actually put in your cart?”
Why we built this
“We’ve put physical products in consumers’ hands for years, and seen such incredible value come from that important final human validation before a product launches. But way earlier in the innovation lifecycle, less is known, and teams have less time and money to spend, to collect data and inform earlier stage decisions. We’ve watched the same thing happen over and over again. The ideas that make it to later stages are the safe ones. The bold ones die in a conference room because nobody could justify a study for a sketch. We built Digital Twin Focus Groups so that no idea is too early to get a consumer read. It will never replace hearing from real people. That’s the core of what we do. But it means that by the time you do go to real people, you’re testing your best ideas, not just your safest ones.”
Where this is going
Digital twins are becoming a layer across the entire Highlight platform. Here’s what’s on the horizon.
Compose, save, and reuse twin audiences built from your own studies and segments — your go-to consumers, always on call.
Use twins to pre-test questions, fill gaps, and extend studies with real people — making every human study sharper and more efficient.
Flip the question. Instead of asking one audience about an idea, discover which audiences an idea resonates with most.
FAQ
Twin responses are a directional signal, not a substitute for statistically rigorous research. They’re designed to help you pressure-test, prioritize, and sharpen ideas fast. We’re actively benchmarking twin responses against real Highlight studies throughout the beta — and that’s exactly what our early access partners are helping us do.
Twins are grounded in consented, first-party data from Highlight’s community of 60,000+ vetted product testers — behavioral, demographic, and category-level data collected through real product testing. No scraped social data, no synthetic personas.
No — and it’s not meant to. Think of twins as the fastest first step: pressure-test early ideas in minutes, then take the winners into real research with real people through Highlight’s IHUTs and digital tests.
We’re in private beta with a small group of brands and onboarding new teams in limited cohorts each month. Request early access below and tell us a bit about your category — we’ll reach out when a spot opens.
Tell us about your category and what you’re working on. We’ll be in touch as beta spots open up.
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