AI-powered tool promises CPG product insights for operators, brand teams

As convenience services operators push into nontraditional locations and market higher value products and a wider variety of SKUs, product analysis tools that provide actionable insights could prove useful.
Aug. 5, 2025
2 min read

Key Highlights

  • The tool uses data such as product reviews, POS figures and descriptions to identify shopping trends and product relationships.
  • Designed to mimic the thinking of category managers and insights teams, it responds to business questions with actionable recommendations.
  • Early users have applied the tool to enhance brand storytelling, compare competitors and explore product attribute correlations.
  • Harmonya’s solution aims to support convenience operators entering nontraditional locations and offering higher-value SKUs.
  • Founded in 2021 and based in New York, Harmonya is a venture-backed company focused on innovative retail data solutions.

An AI tool developed to help manage product selection and category strategy could help convenience services operators and other CPG players optimize their product mix. The company bills the tool from Harmonya as “a first-of-its-kind conversational assistant designed to help teams understand what’s driving product performance and how to respond.” Based in New York, Harmonya is a venture-backed technology company founded in 2021.

The tool accesses data such as product reviews, POS numbers and item descriptions to identify shopping trends and product relationships. The company notes that early users have applied the tool to interpret “voice-of-shopper” insights to strengthen brand storytelling, compare competitor positions, explore trends and correlate product attributes and performance.

As convenience services operators push into nontraditional locations and market higher value products and a wider variety of SKUs, product analysis tools that provide actionable insights could prove useful.

What they are saying

“This is a brand new way to interact with data,” said Cem Kent, co-founder and CEO at Harmonya. “The Insights Agent is built to think like category managers, insights leads, ecommerce directors, and more. It understands the business questions behind the prompt and responds in a way that helps teams take action.”

About the Author

Linda Becker

Editor-in-Chief

Linda Becker is editor-in-chief of Automatic Merchandiser and VendingMarketWatch.com. She has more than 20 years of experience in B2B publishing, writing, editing and producing content for magazines, websites, webinars, podcasts, newsletters and eBooks, primarily for manufacturing and process engineering audiences. Since joining Automatic Merchandiser and VendingMarketWatch.com, Linda has developed a new appreciation for the convenience services industry and the essential role it plays. She is dedicated to serving readers by covering the latest news in the vending, office coffee service and micro market industry. She can be reached at 262-203-9924 or [email protected].

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