Validate Audience Response Before It Costs You
Turn Thousands of Gut Reactions
Into One Clear Picture.
Constellations captures authentic audience reactions through simple visual interactions, transforming them into Perception Heatmaps, Resonance & Resistance Maps, and Alignment Scores, clear enough to align stakeholders and move projects forward with confidence.
We’ll test your creative with real audiences. For free.
Visual Surveys
A Better Way to Capture Real Reactions
Constellations turns surveys into a simple, visual interaction that feels more like exploration than work. By reacting to images instead of answering questions, participants stay engaged longer and provide richer, more authentic data, making it easier to understand what truly resonates.
Audience Perception Mapping
Visual and Actionable
See exactly how your audience responds to your visuals with real, data-driven insights. Our results dashboard turns subjective opinions into measurable feedback, highlighting what works, what doesn’t, and why. With clear heatmaps and sortable metrics, you can confidently refine your creative direction and make decisions backed by objective data, not just guesswork.
Audience Perception Mapping
Visual and Actionable
See exactly how your audience responds to your visuals with real, data-driven insights. Our results dashboard turns subjective opinions into measurable feedback, highlighting what works, what doesn’t, and why. With clear heatmaps and sortable metrics, you can confidently refine your creative direction and make decisions backed by objective data, not just guesswork.
Featured Public Perception Studies
The Anatomy of Craving, or What All That Brand Money Isn’t Buying
Every year, brands spend fortunes on nostalgia — the polar bears, the holiday trucks, the Santa on retainer — betting that feeling is what sells the drink. So we tested it. We asked 467 people what actually makes them crave a Coke, and the results were unkind to the marketing budget: not the beloved icons, but cold, wet, in-motion liquid — condensation on glass, a bottle at the lips. People don’t crave the brand. They crave the drink.
What Does Elevated Design Look Like?
What makes design feel elevated? A Constellations visual study reveals the heritage codes, colors, textures, and forms behind elevated aesthetics.
The Aesthetic of “Edgy”
The Aesthetic of "Edgy" and the Problem of Distressed Fonts What do people mean when something feels “edgy”? It’s a word that shows up in creative direction all the time, but like most aesthetic...
The Legend Zelda Movie and What Fans Want to See
We tested six dimensions of the film’s visual direction using Constellations, from character design to villain treatment to overall style, spanning every era of the franchise. Despite Breath of the Wild being the bestselling Zelda game by a wide margin, its characters, enemies, and aesthetics consistently split the audience. What participants converged on was Ocarina of Time…
When Client’s Say “Make It Pop”
Every designer has heard it: “Can you make it pop?” It’s one of the most common pieces of creative feedback, and one of the hardest to act on, because it points to a feeling more than a specific fix. So we decided to find out what “pop” actually means. Using Constellations, we asked creative professionals to sort images by which ones pop and which ones don’t—and the results were surprisingly consistent.
When We Look at Robots, What Are We Really Seeing?
When We Look at Robots, What Are We Really Seeing? Understanding the Tools-Versus-Beings Divide in Robot Perception What makes a robot seem helpful versus creepy? Using our platform Constellations,...
The Anatomy of Craving, or What All That Brand Money Isn’t Buying
Every year, brands spend fortunes on nostalgia — the polar bears, the holiday trucks, the Santa on retainer — betting that feeling is what sells the drink. So we tested it. We asked 467 people what actually makes them crave a Coke, and the results were unkind to the marketing budget: not the beloved icons, but cold, wet, in-motion liquid — condensation on glass, a bottle at the lips. People don’t crave the brand. They crave the drink.
What Does Elevated Design Look Like?
What makes design feel elevated? A Constellations visual study reveals the heritage codes, colors, textures, and forms behind elevated aesthetics.
The Aesthetic of “Edgy”
The Aesthetic of "Edgy" and the Problem of Distressed Fonts What do people mean when something feels “edgy”? It’s a word that shows up in creative direction all the time, but like most aesthetic...
Constellations For Creative Agencies
Data-Driven,
Visual Alignments
Constellations exposes real alignment and divergence through instinctive visual reactions. It replaces guesswork with shared evidence, helping teams reach confident decisions sooner.
Constellations For Retail and Brands
Helping Customers Visualize & Collaborate
Constellations replaces stylistic terms with instinctive visual signals, aligning shoppers and partners around what feels right and giving retailers clearer insight into aesthetic demand.
Constellations For Policy and Governance
Seeing Consensus, Without Bias
Constellations captures honest visual reactions that reveal where communities align, diverge, and naturally lean—giving leaders clearer guidance for confident, community-rooted decisions.
What Heatmaps Actually Tell You About Your Audience (and What They Don’t)
What Heatmaps Actually Tell You About Your Audience (and What They Don't)Quick answer: "Heatmap" means three different things depending on who you ask. A mouse-tracking heatmap (Hotjar) shows where cursors move on a page. An eye-tracking heatmap (Tobii) shows where...
How to Align Stakeholders on Creative Direction Without the Loudest Voice Winning
Creative direction shouldn’t be decided by decibel. It should be decided by audience data. See how perception mapping aligned over 20 stakeholders with zero revisions.
Alternatives to Focus Groups for Creative Testing
Comparing focus group alternatives for creative testing? Audience perception mapping captures visual reactions from hundreds of people in 48 hours at a fraction of the cost. See how it works.
How to Test Brand Direction With Your Audience Before Launch
Learn how audience perception mapping lets you test brand direction with hundreds of people before launch. Faster and cheaper than focus groups, with visual perception data that shows what your audience actually responds to.
The Most Expensive Moment in Branding: The Approval Cliff.
The Most Expensive Moment in Branding: The Approval Cliff. How to Fix Your Creative Approval Process So You Stop Shipping Work Nobody Believes In Creative approval and creative alignment are structurally different outcomes. Approval means nobody blocked it. Alignment...
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