Case studies

Worked focus groups and surveys, run on real briefs with realistic AI participants. Each one is the deep read-out you get from a study of your own.

Featured studies
Focus · head-to-head

Retinol night cream, Seoul

Women aged 33-38 in Seoul, anti-aging focused, mid-to-high income

Product X focus group reveals a market deeply rooted in evidence demands. While barrier-care and innovation attract niche enthusiasm, the majority refuse to purchase without transparent clinical data. Price tolerance is low and strictly conditional. Brand image straddles innovation promise and credibility deficits.

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The headline

Product X focus group reveals a market deeply rooted in evidence demands. While barrier-care and innovation attract niche enthusiasm, the majority refuse to purchase without transparent clinical data. Price tolerance is low and strictly conditional. Brand image straddles innovation promise and credibility deficits.

Respondents
12
Focus · head-to-head

Mobile neobank app, Germany

German adults choosing a primary banking app, spanning opposed camps with a full range of...

The focus group reveals a deeply polarizing perception of Target Product. Its modern design and cashback features strongly attract tech-savvy and bargain-conscious users, while trust deficits and questionable ethical practices repel security-focused and eco-conscious segments. Loyalty programs do little to bridge the gap. Success hinges on substantiating trust and sustainability claims without sacrificing user experience.

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The headline

The focus group reveals a deeply polarizing perception of Target Product. Its modern design and cashback features strongly attract tech-savvy and bargain-conscious users, while trust deficits and questionable ethical practices repel security-focused and eco-conscious segments. Loyalty programs do little to bridge the gap. Success hinges on substantiating trust and sustainability claims without sacrificing user experience.

Respondents
20
Focus · head-to-head

Team project-management SaaS, US startups

US software team leads choosing project-management tools, spanning opposed camps with a fu...

This focus group revealed a polarized response to the new concept. Early adopters and tech leads are enthusiastic, praising its modern UI, customization, and async-first design, and are highly likely to purchase at the proposed price. However, risk-averse enterprise users and cost-sensitive individuals remain deeply skeptical, citing lack of integrations, unproven reliability, and subscription aversion. The overwhelming takeaway is that while the concept's innovative features resonate strongly with a key segment, broad adoption hinges on addressing integration gaps and demonstrating proven reliability with transparent data.

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The headline

This focus group revealed a polarized response to the new concept. Early adopters and tech leads are enthusiastic, praising its modern UI, customization, and async-first design, and are highly likely to purchase at the proposed price. However, risk-averse enterprise users and cost-sensitive individuals remain deeply skeptical, citing lack of integrations, unproven reliability, and subscription aversion. The overwhelming takeaway is that while the concept's innovative features resonate strongly with a key segment, broad adoption hinges on addressing integration gaps and demonstrating proven reliability with transparent data.

Respondents
20
Focus · head-to-head

Premium ANC wireless earbuds, US

US buyers choosing wireless noise-cancelling earbuds, spanning sharply opposed camps: audi...

Product T faces ecosystem exclusion from Apple loyalists, price polarization between budget minimalists and niche fitness users, and unproven durability for active use. Triggers to convert include seamless Apple integration, sub-$30 entry price, and certified fitness resilience. Competitive ratings confirm low awareness and purchase intent vs. Reference A, with potential differentiation in durability.

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The headline

The focus group revealed a fragmented landscape for Product T, with low overall awareness and purchase intent driven primarily by lack of Apple ecosystem integration and perceived risk. However, niche interest emerged among fitness enthusiasts who value durability and call-quality seekers who prioritize microphone performance. Price acceptance was polarized, with budget segments rejecting anything above $30, while those valuing niche features found current pricing acceptable. Reference product A dominated among Apple loyalists due to seamless switching, while Reference B appealed mainly for its ANC. The market for Product T hinges on reconciling these disparate user needs through targeted feature emphasis or adaptive pricing.

Respondents
18
Focus · head-to-head

Premium RTD cold brew coffee, London

London coffee drinkers choosing a ready-to-drink cold brew, spanning sharply opposed camps...

The focus group reveals strong purchase intent (5.11/7) when the target product meets core needs—post-workout protein, budget caffeine, or ethical alignment—but significant drop-off where transparency, price, or authenticity falter. Competitive analysis shows the target leads on purchase intent and awareness versus Reference B, but trails on price perception, indicating a need to bridge critical gaps around clean labeling, value perception, and ethical integrity to unlock full market potential.

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The headline

The focus group revealed a highly segmented audience with polarizing reception to target products. Purchase intent, brand perception, and price acceptance are all tightly coupled to how well the product aligns with the consumer's core identity—be it health purism, performance needs, budget constraints, or flavor seeking. Success requires precise targeting.

Respondents
18
Focus · head-to-head

Mineral sunscreen for sensitive skin, Osaka

Adults 25-40 in Osaka with sensitive or reactive skin

The target product generates moderate purchase intent (mean 3.4/5) with strong polarization. Key drivers: dual-action environmental protection and soothing, fragrance-free formulation. However, price-value divides the market, and brand image fragmentation dilutes messaging. Extended warranty significantly boosts purchase intent. This report highlights key gaps and triggers to guide strategic actions.

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The headline

The target product generates moderate purchase intent (mean 3.4/5) with strong polarization across user archetypes. Key drivers are its dual-action environmental protection and soothing relief, plus fragrance-free formulation for sensitive skin. However, price-value perception is split: half find it fairly priced for specialized benefits, while half deem it overpriced. Brand image is fragmented—users perceive it as a sun protector, cooling gel, urban defender, or DIY rice water—diluting a unified message. An extended warranty markedly boosts purchase likelihood, reducing perceived risk for most.

Respondents
12
Focus · head-to-head

Vitamin-C serum, Tokyo

Women aged 28-32 living in Tokyo, skincare-savvy

This report identifies three critical market gaps preventing Product X from capturing the natural/organic, clinical, and budget-conscious segments, along with actionable triggers to convert them. Competitive benchmarking across five dimensions highlights Product X's strengths in tech and luxury while revealing vulnerabilities in natural credentials and clinical proof. Strategic recommendations include launching an organic line, publishing clinical trials, and offering trial sizes.

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The headline

Product X holds a strong position among luxury-seekers and tech enthusiasts but faces significant barriers from natural/organic and clinical segments. Awareness is moderate (mean 3.3) with high divergence, indicating polarized perception. Purchase intent is similarly split, with high interest from gadget-lovers and trend-followers, and rejection from purists and professionals. Price acceptance is mixed, with luxury users willing to pay premium, while others cap at lower amounts. To grow share, Product X should double down on its high-tech and luxury credentials while addressing concerns around natural ingredients and clinical proof.

Respondents
12

Run one on your product

A focus group like these takes about twenty minutes from brief to read-out.