The same product records, read four ways: what is growing, who is winning, where demand is going unmet, and what people actually say. They sit on one platform so the four do not quietly disagree with each other.
Four analyses argue with each other the moment they stop sharing a definition. Three things are held in common so they cannot.
Whatever you decide the category is, down to the attribute, all four analyses use that same membership. Change the definition once and every view moves with it.
A trend you read in one view and a benchmark you read in another cover the same weeks, so the two can be put on the same slide without a footnote.
Every cut is computed off product attributes rather than a fixed tree, so a question nobody anticipated is still answerable without waiting on a new taxonomy.
Each answers a different question. None of them answers it off a different set of products.
“The relationship between Coca-Cola and Harmonya has truly felt like a partnership. We treat them as an extension of our team.”
Rylee Rogers
Fmr. Category Sales Advisor
“Before Harmonya, we couldn’t track competitor innovations online effectively. Now we can see how fast they’re scaling, just like we do in brick and mortar.”
Michael Mackezyk
Senior Manager, Data Capabilities
"Harmonya is becoming a powerful unlock across our organization—it's being explored as a cross-functional innovation, brand strategy, and product development tool."
TJ Hanel
Director Omni-Commerce Retail Media Strategy
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"Harmonya enables us to efficiently uncover deeper insights into consumer sentiment and product ingredient preferences, allowing us to identify actionable opportunities to meet shopper needs and enhance category shopability"
Kristina Foreman
Category Analyst
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"Harmonya is elevating and enhancing the way we analyze and tell stories with data. The platform enables us to uncover deeper insights that have measurable impact. The team is collaborative, innovative, and truly invested in our success!"
Savita Kharbas
Senior Director of Category and Consumer Insights
“With Harmonya’s review data, we can quantify what customers are saying and compare which products meet their needs best—not based on what we say, but on what they say.”
Rylee Rogers
Fmr. Category Sales Advisor
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"Working with Harmonya has been a game-changer – keeping us deeply engaged through new product releases while empowering us to turn complex data into clear, actionable insights."
Wendy Fan
Commercial Strategy Manager
“What Harmonya came up with was an AI-powered solution that helped us match 2,000 missing items. That gave us visibility into $1.7 billion in annual sales we were previously blind to.”
Michael Mackezyk
Senior Manager, Data Capabilities
"The Harmonya team has played a vital role in finding insights on texture, flavor, and nutritional content across our competitive set, identifying innovation whitespace, and sparking additional conversations as we develop concepts for our brands."
Bailey Harrison
Senior Associate Brand Manager
Every one of these four reads a product attribute. If you want those attributes in your own stack rather than in a platform, that is the other half of this.
The same records these analyses run on, delivered as a flat file, an API or a warehouse share.
Thirty minutes on your categories. How the attributes get built, and the questions your team could put to them.
