Case Study  |
Beverage

AI-Powered Research Revealing Hidden Market Opportunities for Q Mixers

How dynamic segmentation revealed a market much larger than previously known
THE CLIENT

Q Mixers is a premium beverage brand and one of the leading players in the U.S. mixer market, creating high-quality mixers crafted to enhance cocktails and mocktails. With a focus on real ingredients, balanced flavor profiles, and exceptional carbonation, the brand has become a trusted choice among consumers, retailers, and hospitality venues.

What happens when the way you define your category is quietly capping your growth? We combined AI-powered analysis with human expertise to find out.
The challenge

When Category Definitions Begin to Limit Growth

Background

Q Mixers, a leading premium mixer brand, had built strong equity and a premium product portfolio, but its growth strategy was constrained by a narrow view of the market. Defining competition solely through the lens of "premium mixers" limited how the team thought about consumers, occasions, and future growth opportunities.

The company needed to understand the broader role its products could play in consumers' lives, identify the moments that mattered most, and define the highest-value consumer segments for growth.

Key market research objectives included:

  • Redefining the market based on actual consumer behavior and choices
  • Identifying need-state segments beyond demographics and category usage
  • Clarifying priority growth targets
  • Understanding the moments, tensions, and tradeoffs driving decisions
  • Creating a stronger foundation for positioning, messaging, and activation
The Approach

Combining AI and Human Expertise to Uncover New Growth Opportunities for Q Mixers

SIVO's NextGen Intelligence approach combined AI-enabled synthesis with human insights expertise to reframe the market and accelerate learning.

Rather than focusing exclusively on premium mixers, the team expanded the lens to the broader adult beverage enhancement space, examining the occasions, rituals, and motivations shaping consumer choices.

AI rapidly synthesized category knowledge, behavioral signals, cultural trends, and competitive dynamics. SIVO's research team, analytics experts, and client stakeholders then interpreted and refined those insights to ensure they were strategically meaningful.

The result was a dynamic segmentation framework identifying consumer segments, personas, moments that matter, and positioning opportunities. Ethnographic research validated the findings, deepened emotional understanding, and strengthened confidence in the outputs.

The combination of AI-driven segmentation and ethnographic validation proved especially powerful.

"I didn't trust one of the segments until we did the ethnographic research, and I was proven wrong. The AI segmentation was right."
– Betsy Frost, CEO, Q Mixers


Equally important, the process delivered results in weeks rather than months.

The Impact

From Segmentation to Strategic Impact

The project delivered immediate strategic clarity, revealing growth opportunities well beyond the premium mixer category and highlighting the moments, tensions, and tradeoffs shaping consumer decisions.
"This is the best articulation of the tension we are trying to solve."
– Betsy Frost, CEO, Q Mixers

The Q Mixers team gained a sharper definition of its target consumer, a broader view of the market, and a shared framework for evaluating growth opportunities. The work informed positioning, messaging, campaign development, and long-term strategic planning.

By aligning leadership, marketing, and board stakeholders around a common understanding of the market, the team moved faster and made decisions with greater confidence.

"We are so thankful to be doing this work with SIVO. These positioning territories are fascinating. We are here to unlock significant growth for our company."
– Hannah Robbins, CMO, Q Mixers

As SIVO’s Strategic Advisor, Julie Rose summarized, “With our NextGen approach, SIVO helped the Q Mixers team achieve a sharper, more actionable segmentation in weeks, not months. The process redefined the market, uncovered the moments that matter, and created a strategic foundation for positioning, messaging, activation, and growth decisions. AI accelerated our learning, but human judgment made it actionable."

Expanded Market Definition: Identified growth opportunities beyond the traditional premium mixer category by reframing how the market was defined.
Sharpened Consumer Targeting: Uncovered the highest-value consumer segments and the moments most critical to winning future growth.
Strengthened Strategic Decision-Making: Created a shared framework for evaluating positioning, messaging, innovation, and activation opportunities.
Accelerated Insight Generation: Delivered a validated, actionable segmentation in weeks rather than months through SIVO's NextGen approach.