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Shopper Insights
10
mins read
Why a 4.0 Star Rating Just Won’t Cut It: The New Era of Smarter Benchmarking
A 4.0-star rating isn’t enough to stay competitive in today’s eCommerce landscape. Discover why smarter benchmarking—powered by AI-driven insights—is essential for CPG and HBA brands to stand out and win consumer trust.
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Why a 4.0 Star Rating Just Won’t Cut It: The New Era of Smarter Benchmarking

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Shopper Insights
2
mins read
Plant Based Protein Powder Beyond the Label: Exploring Texture Preferences
Shopper Insights
2
mins read
Plant Based Protein Powder Beyond the Label: Exploring Texture Preferences
The organic protein powder market has captured consumer interest, fueled by a growing desire for clean and sustainable products. However, amidst the hype, a concerning trend has emerged. Read more.
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Plant Based Protein Powder Beyond the Label: Exploring Texture Preferences
Shopper Insights
2
mins read
Trail Mix: Are Consumers Going Nuts over Generic Brands?
Shopper Insights
2
mins read
Trail Mix: Are Consumers Going Nuts over Generic Brands?
In the battle for your snack bowl, generic brands like Happy Belly (Amazon), Great Value (Walmart), and Kirkland Signature (Costco) are giving the name-brand favorite, Planters, a run for its money. Learn why.
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Trail Mix: Are Consumers Going Nuts over Generic Brands?
Shopper Insights
2
mins read
Why You Shouldn't Buy Reese's in April
Shopper Insights
2
mins read
Why You Shouldn't Buy Reese's in April
The Easter season is a crucial time for confectionery brands, with consumers flocking to stores to stock up on seasonal treats. However, our analysis reveals a curious phenomenon that unfolds in the world of chocolate.
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Why You Shouldn't Buy Reese's in April
Feedback Analysis
7
mins read
13 Statistics to Understand the Value of Voice of Customer Analysis for Consumer Goods Brands
Feedback Analysis
7
mins read
13 Statistics to Understand the Value of Voice of Customer Analysis for Consumer Goods Brands
Discover key statistics on how consumer reviews shape buying decisions, brand loyalty, and the need for AI in analyzing customer feedback in 2024.
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 13 Statistics to Understand the Value of Voice of Customer Analysis for Consumer Goods Brands
Shopper Insights
2
mins read
"The Pink Stuff" Case Study: Why Going Viral Isn't Everything
Shopper Insights
2
mins read
"The Pink Stuff" Case Study: Why Going Viral Isn't Everything
TikTok favorite, Stardrops “The Pink Stuff,” may be garnering the most review volume across all brands, but when looking at organic star rating, the product isn’t standing up to consumers’ expectations. At just 3.7 stars, the product is rated significantly below competitors. Read more.
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"The Pink Stuff" Case Study: Why Going Viral Isn't Everything
Shopper Insights
2
mins read
How Puma Stole the Top Spot for Running Shoes
Shopper Insights
2
mins read
How Puma Stole the Top Spot for Running Shoes
With spring just around the corner, let's dive into a competitive dataset analyzing the world of performance running shoes.Puma stands out from the pack with an impressive average star rating of 4.72 stars, positioning itself 0.44 stars ahead of the competitor average. Digging deeper into Yogi tell us why.
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How Puma Stole the Top Spot for Running Shoes
Shopper Insights
3
mins read
How Consumers Drive Innovation: A Case Study in Blenders
Shopper Insights
3
mins read
How Consumers Drive Innovation: A Case Study in Blenders
As consumers continue to prioritize durability, brands are forced to revisit their design and manufacturing strategies, potentially driving innovation and elevating industry standards for product longevity. Read more.
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How Consumers Drive Innovation: A Case Study in Blenders
Shopper Insights
2
mins read
Raising the steaks for plant-based proteins (and why consumers have beef)
Shopper Insights
2
mins read
Raising the steaks for plant-based proteins (and why consumers have beef)
In the land of the plant-based meat market, NotCo stands at the forefront, boasting an impressive average star rating of 4.34. A deep dive into Yogi tells us why.
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Raising the steaks for plant-based proteins (and why consumers have beef)
Shopper Insights
3
mins read
Pour one out for domestic beer: Why consumers prefer cervezas
Shopper Insights
3
mins read
Pour one out for domestic beer: Why consumers prefer cervezas
In the beer aisle, Flavor & Taste reign supreme, representing 35% of all mentions across 2,055 beer reviews. Garnish/Serving is the second most discussed theme accounting for 13% of the total. Find out which beers win and why.
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Pour one out for domestic beer: Why consumers prefer cervezas
Shopper Insights
2
mins read
How Darn Tough Wins Among Popular Sock Brands
Shopper Insights
2
mins read
How Darn Tough Wins Among Popular Sock Brands
Darn Tough socks cracked the code on how to utilize competitor pain points to market and create a winning product - here's how they did it.
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How Darn Tough Wins Among Popular Sock Brands