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Market Research Glossary
Your go-to reference for understanding the terminology behind product testing, research methodologies, and the Highlight platform.
A reference guide to key market research terms, abbreviations, and methodologies — covering product testing, survey design, statistical analysis, consumer insights, and AI concepts used across the Highlight platform and the broader CPG research industry.
Whether you're setting up your first in-home use test (IHUT), interpreting crosstabs and statistical significance, or exploring advanced survey methodology techniques like MaxDiff and Van Westendorp pricing analysis — this consumer research glossary provides clear, concise market research definitions for every stage of the product testing lifecycle. Use the alphabetical navigation to find specific research terminology quickly.
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- 3PL (Third-Party Logistics)3PL
- A third-party logistics provider is an external company contracted to manage supply chain functions such as warehousing, order fulfillment, and product distribution. In the context of product testing, a 3PL partner handles the physical storage, packaging, and shipping of test products to research participants.
A
- A la CarteALC
- A pricing or service model that allows customers to select and purchase individual features, modules, or services independently, rather than committing to a bundled package. This model gives clients flexibility to tailor their research configuration to specific needs and budgets.
- Account DirectorAD
- A senior client-facing role responsible for managing strategic relationships with key accounts. Account Directors oversee account health, drive renewal and expansion opportunities, and serve as an escalation point for complex client needs.
- Account ExecutiveAE
- A sales professional responsible for managing and growing a portfolio of client accounts. Account Executives handle prospecting, contract negotiations, and ongoing relationship management to drive revenue growth.
- Admins (Administrators)
- Platform users with elevated permissions who manage organizational settings, user access, billing, and system configurations. Administrators are typically responsible for onboarding team members and maintaining governance over the platform environment.
- Agency Partner
- A third-party research or marketing agency that collaborates with Highlight to deliver services to end clients. Agency partners may resell or integrate Highlight's platform into their own service offerings.
- Agentic AI
- An artificial intelligence system capable of autonomously executing multi-step tasks, making decisions, and taking actions within a defined environment — often without requiring continuous human input. Agentic AI goes beyond responding to single prompts by planning and completing complex workflows end-to-end.
- Audience
- The defined group of research participants targeted for a study, characterized by specific demographic, behavioral, or attitudinal criteria. Audience configuration determines who is eligible to participate, the sample composition, and the overall feasibility of recruitment.
B
- Base Size
- The total number of respondents whose answers form the basis of a reported data point or statistical calculation. Base size is critical for assessing the reliability and statistical significance of survey results.
- BASES
- A standardized innovation forecasting methodology developed by NielsenIQ used to predict the in-market performance of new products. BASES assessments evaluate consumer purchase intent and trial potential to estimate first-year sales volume.
- Behavioral Data
- Quantitative or observational data that captures how participants interact with products, platforms, or stimuli during a research study. Behavioral data complements self-reported survey responses by revealing actual usage patterns and actions.
- Blinded
- A study design in which product branding, packaging, or identifying information is concealed from participants to eliminate brand bias. Blinded testing allows researchers to evaluate product performance based solely on intrinsic attributes such as taste, texture, or scent.
- Blueprint
- A structured project or study template within the Highlight platform that defines the configuration, methodology, and setup for a research engagement. Blueprints streamline project creation by pre-populating standard settings.
- BRS (Buyer Reaction Study)BRS
- A quantitative research methodology designed to measure consumer purchase intent and buying behavior in response to a product or concept. Buyer Reaction Studies are commonly used to forecast market viability prior to launch.
- Bundle
- A packaged grouping of platform features, services, or credits offered at a combined price. Bundles provide clients with a cost-effective way to access multiple capabilities or research components under a single agreement.
C
- Cell Assignment
- The process of distributing research participants into designated test groups, or 'cells,' within a study design. Cell assignment ensures that each participant is exposed to the correct stimulus or condition, and that sample sizes are balanced across experimental groups.
- Central Location TestCLT
- A research methodology in which participants are recruited to a controlled, in-person location — such as a facility or retail venue — to evaluate products under supervised conditions. CLTs provide a standardized testing environment that minimizes external variables.
- Cold Chain
- A temperature-controlled supply chain process used to preserve the integrity of perishable or temperature-sensitive products during storage and transit. Cold chain logistics are essential for product tests involving food, beverage, pharmaceutical, or cosmetic items that require refrigeration or freezing.
- Concept Test
- A research method used to evaluate consumer response to a product idea, messaging, or design concept before it is developed or launched. Concept tests measure appeal, clarity, purchase intent, and differentiation to guide go-to-market decisions.
- Credit
- A unit of platform currency used to fund research projects and access Highlight's features or services. Credits are typically purchased as part of a subscription or bundle and are consumed as projects are configured and launched.
- Credit Bundle
- A pre-purchased package of platform credits offered at a fixed price, often at a discounted rate compared to individual credit purchases. Credit bundles give organizations flexibility to run multiple projects without per-project billing.
- Crosstabs
- A data analysis technique that breaks down survey results by respondent subgroups — such as age, gender, or product assignment — to reveal differences in attitudes or behaviors across segments. Crosstabs are a foundational tool for identifying patterns within research data.
- Customer
- An organization or individual that has entered into a commercial agreement with Highlight to access the platform and its research services. Customers may include CPG brands, retailers, agencies, or other businesses conducting consumer research.
- CEM (Customer Enablement Manager)CEM
- A customer-facing role focused on onboarding, training, and empowering clients to maximize the value of the Highlight platform. Customer Enablement Managers provide hands-on support, best-practice guidance, and proactive education throughout the customer lifecycle.
D
- Digital Tests
- Research studies conducted entirely online, without any physical product shipment. Digital tests evaluate consumer responses to digital stimuli such as product imagery, packaging concepts, messaging, or virtual shelf simulations.
- Driver Analysis
- A statistical technique used to identify which product attributes, survey items, or variables most significantly influence a key outcome — such as overall liking, purchase intent, or satisfaction. Driver Analysis helps prioritize which factors to optimize in product development or marketing.
E
- Ethnography (Ethno)
- A qualitative research methodology that involves in-depth, observational study of participants in their natural environment to understand behaviors, habits, and cultural context. Ethnographic research yields rich, contextual insights that structured surveys cannot capture.
H
- Hedonic Scales
- A standardized sensory evaluation scale used to measure a participant's degree of liking or disliking for a product. The most common form is the 9-point hedonic scale, ranging from 'dislike extremely' to 'like extremely,' widely used in food and beverage testing.
- Highlighter Experience
- The end-to-end journey experienced by research participants (referred to as 'Highlighters') as they engage with a Highlight study — from recruitment and product receipt through survey completion.
- Highlighters
- The consumer research participants who take part in Highlight-powered studies. Highlighters receive products, complete surveys, and provide the feedback that forms the foundation of research insights.
I
- ICP (Ideal Customer Profile)ICP
- A detailed description of the type of organization or buyer that would derive the most value from a product or service. ICPs are used by sales and marketing teams to prioritize outreach, allocate resources, and qualify prospects.
- IDI (In-Depth Interview)IDI
- A one-on-one qualitative research interview conducted with a single participant to explore attitudes, motivations, and experiences in depth. IDIs allow for probing follow-up questions and yield nuanced insights not easily captured in group settings.
- IHUT / HUT (In-Home Use Test)IHUT
- A research methodology in which participants receive and use products in their own homes under natural, real-world conditions. IHUTs provide ecologically valid feedback on product performance, usability, and satisfaction over an extended trial period.
- Incomplete Block Design
- An experimental design used in product testing when it is not feasible for every participant to evaluate all products. Participants are assigned a subset of products in a way that ensures each product is evaluated an equal number of times across the total sample, enabling balanced comparisons.
- Instructions
- Guidance provided to research participants outlining how to use, prepare, or evaluate a product during a study. Clear instructions help ensure consistent test conditions across all participants and reduce variability in results.
J
- JAR Scales (Just About Right)JAR
- A bipolar rating scale used in sensory and consumer research to measure whether a specific product attribute — such as sweetness, saltiness, or intensity — is perceived as too low, just right, or too high. JAR data is frequently paired with Penalty Analysis to identify attributes that most negatively impact liking.
L
- LLM (Large Language Model)LLM
- A type of artificial intelligence model trained on large volumes of text data to understand and generate human language. LLMs power natural language processing capabilities such as text summarization, classification, and conversational AI within Highlight's platform.
- LLM Prompt
- A structured input or instruction provided to a large language model to direct its output toward a specific task or response format. Effective prompt design is critical to the accuracy and usefulness of AI-generated outputs in research workflows.
- Longitudinal
- A research design in which the same participants are surveyed or observed at multiple points in time. Longitudinal studies are used to track changes in attitudes, behaviors, or product perceptions over an extended period.
M
- MaxDiff
- A survey-based conjoint technique used to determine the relative importance or preference of items within a set. Participants repeatedly choose the best and worst items from small subsets, producing a rank-ordered output with greater discrimination than traditional rating scales.
- MCP (Model Context Protocol)MCP
- A technical standard that defines how contextual information is structured and passed to AI models to ensure accurate, relevant outputs. In research applications, MCP helps AI systems interpret project-specific data and configurations appropriately.
- Methodology
- The structured approach and set of procedures used to design, execute, and analyze a research study. Methodology encompasses study design, participant recruitment, data collection instruments, and analytical frameworks.
- Module
- A discrete, configurable component of a research project or platform workflow. Modules can be combined or customized to build studies that meet specific research objectives.
- Monadic
- A research design in which each participant evaluates only one product or stimulus. Monadic testing eliminates order and carry-over effects, producing unbiased, independent assessments of each product in a set.
- MR (Market Research)MR
- The systematic process of collecting, analyzing, and interpreting data about a target market, consumer behavior, competitive landscape, or product performance. Market research informs product development, marketing strategy, and business decision-making.
- MROC (Market Research Online Community)MROC
- An online platform or digital community used to engage a curated group of consumers over time for qualitative or quantitative research purposes. MROCs support ongoing dialogue, co-creation, and longitudinal insights gathering.
O
- Overage
- Usage that exceeds the limits defined in a subscription plan or credit package. Overages may result in additional charges or require an upgrade to a higher service tier.
P
- Participant
- An individual who has been recruited and qualified to take part in a research study. Participants complete assigned tasks, evaluate products, and provide survey responses that form the raw data for analysis.
- Penalty Analysis
- A statistical method that quantifies the impact of product attribute deviations on overall liking. When a JAR attribute is rated as too high or too low, Penalty Analysis calculates the average drop in overall liking scores, identifying which attributes are most critical to optimize.
- PII (Personally Identifiable Information)PII
- Any data that can be used to identify a specific individual, including names, email addresses, phone numbers, and location data. Proper handling and protection of PII is required for regulatory compliance and the maintenance of participant trust.
- Placement
- The step in a product test study in which physical products are delivered to participants. Placement logistics include scheduling, shipping coordination, and confirmation that participants have received their assigned test products before surveys are activated.
- Product Test
- A consumer research methodology in which participants use or evaluate physical products and provide structured feedback via surveys. Product tests are used to assess sensory performance, usability, purchase intent, and overall consumer acceptance.
- Project
- A configured research engagement within the Highlight platform, encompassing all settings related to products, audience, surveys, logistics, and timeline. A project represents a single, discrete study from setup through data collection and reporting.
Q
- QC (Quality Control)QC
- The process of reviewing research data, participant responses, and study configurations to identify and remediate errors, inconsistencies, or fraudulent submissions. Quality control procedures ensure the integrity and reliability of research findings.
- Qualitative Research
- A research approach focused on understanding the underlying motivations, attitudes, and perceptions of consumers through open-ended, exploratory methods such as interviews, focus groups, and ethnography. Qualitative research generates depth of understanding rather than statistical generalizability.
- Quantitative Research
- A research approach that uses structured data collection methods — such as surveys and behavioral measurement — to produce numerical data that can be statistically analyzed. Quantitative research is used to measure the prevalence of attitudes, behaviors, and preferences across a defined population.
- Quotas
- Predetermined limits set on the number of participants recruited from specific demographic or behavioral segments within a study. Quotas ensure the sample accurately represents the target population and prevents over- or under-representation of any group.
R
- RAG (Retrieval-Augmented Generation)RAG
- An AI architecture that enhances the output of a language model by retrieving relevant information from an external knowledge base before generating a response. RAG improves accuracy and reduces hallucinations by grounding model outputs in verified, up-to-date sources.
- Red Herring Question
- A decoy question inserted into a survey to detect inattentive or fraudulent respondents. Participants who answer red herring questions incorrectly or inconsistently may be flagged for removal during quality control review.
S
- Sample Size
- The total number of qualified participants included in a research study. Sample size directly affects the statistical power and reliability of results; larger samples reduce margin of error and enable more granular subgroup analysis.
- Sequential
- A research design in which participants evaluate multiple products or stimuli in a defined order, one after another. Sequential testing allows for direct comparison across products but may introduce order effects that must be controlled through randomization or counterbalancing.
- Service Tier
- A defined level of platform access or support offered at a corresponding price point. Service tiers typically differ in the features available, the number of users or projects permitted, and the level of customer support provided.
- Solution
- A packaged combination of platform capabilities, services, and methodologies configured to address a specific research need or business objective. Solutions abstract complexity by presenting pre-defined workflows tailored to common use cases.
- Stat Sig (Statistically Significant)Stat Sig
- A statistical determination that an observed difference or relationship in data is unlikely to have occurred by chance alone, typically evaluated against a predefined confidence threshold (e.g., 90% or 95%). Statistical significance is used to validate the reliability of comparative findings in research.
- Straightlining
- A data quality issue in which a survey respondent selects the same response option for every item in a question set, regardless of the item's content. Straightlining typically indicates disengagement or inattentiveness and is flagged during quality control review.
- Survey Fatigue
- A decline in respondent engagement, attention, and data quality that occurs when a survey is too long, too complex, or overly repetitive. Survey fatigue increases the likelihood of straightlining, satisficing, and early abandonment, negatively impacting data reliability.
T
- Test Group
- A designated segment of participants within a study who are assigned to evaluate a specific product or condition. Test groups are the fundamental unit of experimental design in monadic and comparative product tests.
- Touchpoint
- Any interaction between a participant or customer and the Highlight platform, research process, or brand throughout the study lifecycle. Touchpoints include recruitment communications, product delivery, survey invitations, and follow-up correspondence.
- TURF (Total Unduplicated Reach and Frequency)TURF
- An analytical technique used to optimize product portfolios or communication strategies by identifying the combination of items that reaches the greatest number of unique consumers. TURF analysis is commonly applied in line extension decisions and media planning.
- Typing Tool
- A classification instrument used to segment consumers into distinct profiles or 'types' based on their attitudes, preferences, or behaviors. Typing tools enable targeted marketing and product development by identifying the distinguishing characteristics of key consumer segments.
U
- USP (Unique Selling Proposition)USP
- The distinct benefit or attribute that differentiates a product or brand from competitors in the marketplace. A clearly defined USP is central to product positioning, marketing strategy, and consumer communication.
V
- Van Westendorp Analysis
- A price sensitivity research methodology that uses four survey questions about price acceptability to identify acceptable price ranges and optimal price points for a product. Van Westendorp analysis is widely used in pricing strategy and new product launch planning.
About This Market Research Glossary
This glossary is maintained by the Highlight team as a living resource for consumer research professionals, CPG brand teams, and agency partners. It covers core market research terminology — from foundational concepts like qualitative and quantitative research to specialized product testing terms such as blinded testing, monadic design, and JAR scales.
Don't see a term you're looking for? Let us know and we'll add it. Explore the Highlight platform to see how these research methodologies come to life in practice.
Frequently Asked Questions
What is an IHUT in market research?
An IHUT (In-Home Use Test) is a product testing methodology where consumers receive physical products and evaluate them in their own homes under real-world conditions. IHUTs capture authentic feedback on product performance, usability, and satisfaction that lab-based tests cannot replicate.
What is the difference between qualitative and quantitative research?
Qualitative research explores consumer motivations, attitudes, and perceptions through open-ended methods like interviews and focus groups. Quantitative research measures the prevalence of those attitudes using structured surveys and statistical analysis. Most consumer research programs use both approaches together.
What does monadic mean in product testing?
In a monadic test design, each participant evaluates only one product. This eliminates comparison bias and order effects, producing independent, unbiased assessments. It is one of the most common experimental designs in CPG product testing.
What is TURF analysis used for?
TURF (Total Unduplicated Reach and Frequency) analysis identifies which combination of products, flavors, or messages reaches the maximum number of unique consumers. It is widely used in product line optimization and portfolio planning for CPG brands.
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