Use Cases
Discover how factor168.ai's AI-powered research panels deliver insights across diverse industries and research methodologies
Transforming Research Across Industries
From branding decisions to product development, our AI-driven panels provide the insights you need to make confident, data-backed decisions faster than ever before.
Branding & Naming
Find the perfect name and brand positioning
Consumer Research
Understand consumer preferences and behavior
B2B Research
Gain insights into business decision-making
Qualitative Research
Deep insights through focused conversations
Branding & Naming Research
Finding the perfect name and brand positioning is crucial for market success. Our AI-powered panels help you test brand concepts, names, and messaging with precision and speed.
Potential Impact: Tech Startup Naming
Imagine a fintech startup needing to choose between multiple potential company names before their Series A funding round.
Challenge:
- • Multiple potential names to evaluate
- • Target audience: millennials & Gen Z
- • Tight deadline for decision
- • Global market considerations
How We Can Help:
- • Rapid name evaluation
- • Brand recall testing
- • Cultural sensitivity check
- • Memorability scoring
What We Test:
- Brand name memorability
- Logo and visual identity
- Brand positioning statements
- Cultural sensitivity
- Competitive differentiation
- Emotional brand associations


Consumer Market Research
Understand what drives consumer choices and preferences. Test product variations, pricing strategies, and market positioning with our comprehensive consumer panels.
Potential Impact: Food & Beverage Launch
Consider a beverage company looking to launch a new product line targeting health-conscious consumers.
Challenge:
- • Multiple flavor variants to test
- • Health-conscious target market
- • Competitive pricing analysis
- • Package design preferences
How We Can Help:
- • Flavor preference testing
- • Price point optimization
- • Package design validation
- • Purchase intent analysis
Research Applications:
- Product concept testing
- Price sensitivity analysis
- Package design optimization
- Purchase intent measurement
- Brand perception tracking
- Competitive benchmarking
B2B Market Research
Navigate complex B2B decision-making processes with insights from our executive and professional panels. Understand enterprise needs, technology adoption, and market trends.
Potential Impact: SaaS Platform Validation
Picture a software company seeking to understand which SaaS tools would be most relevant for enterprise companies in the coming years.
Challenge:
- • Multiple SaaS categories to evaluate
- • C-suite and IT decision makers
- • Budget allocation insights
- • Technology adoption timelines
How We Can Help:
- • Priority category identification
- • Budget allocation analysis
- • Adoption timeline mapping
- • Decision criteria analysis
B2B Research Focus:
- Technology adoption trends
- Budget allocation priorities
- Decision-making processes
- Vendor evaluation criteria
- Market opportunity sizing
- Competitive intelligence


Qualitative Research
Go beyond numbers with in-depth qualitative insights. Our AI-moderated focus groups and interviews provide rich, contextual understanding of consumer motivations and behaviors.
Potential Impact: Healthcare App UX Research
Envision a digital health startup seeking deep insights into user experience challenges for their mental wellness app.
Challenge:
- • Complex user journey mapping
- • Sensitive topic discussions
- • Diverse user demographics
- • Feature prioritization needs
How We Can Help:
- • Pain point identification
- • User journey optimization
- • Feature roadmap planning
- • Retention strategy development
Qualitative Methods:
- AI-moderated focus groups
- In-depth interviews
- Ethnographic studies
- Journey mapping sessions
- Concept exploration
- Sentiment analysis
Be Our First Success Story
We're looking for pioneering companies to partner with us in demonstrating the power of AI-powered research panels. Be among the first to experience: