Start with the core workflow terms
Use the glossary when you need the definition first, then branch into the hub guide and decision page that operationalize it.
Use this glossary to understand the terms behind ad testing, performance forecasting, and synthetic research workflows. Each entry explains what the term means, why it matters, and how marketers use it in practice.
Use the glossary when you need the definition first, then branch into the hub guide and decision page that operationalize it.
Start with the terms that explain synthetic audiences and personas, then move into the synthetic-research hub and the comparison against live qualitative work.
Creative testing is the process of comparing multiple ad concepts, messages, or formats to see which creative is most likely to perform.
Performance forecasting is the process of estimating likely campaign outcomes before or during launch using historical data, modeled signals, and scenario assumptions.
A synthetic persona is an AI- or model-generated representation of a target customer, user, or respondent built from structured audience patterns rather than a single real individual.
Terms that explain how teams evaluate angles, concepts, and creative variance before launch.
Definitions focused on predicting media outcomes before spend is committed.
Concepts that cover synthetic panels, respondent models, and pre-launch research systems.
Concept screening is the process of evaluating multiple ideas early so a team can decide which ones deserve production, testing, or launch resources.
Concept testing is the process of evaluating early-stage ideas so a team can decide which concepts deserve production, testing, or launch investment.
Creative testing is the process of comparing multiple ad concepts, messages, or formats to see which creative is most likely to perform.
Message testing is the process of evaluating how different claims, value propositions, or phrasing choices resonate with a target audience.
CTR prediction estimates how likely an ad, message, or placement is to earn clicks before or during campaign delivery.
Performance forecasting is the process of estimating likely campaign outcomes before or during launch using historical data, modeled signals, and scenario assumptions.
Purchase intent is the degree to which a person appears likely to buy after being exposed to a product, message, or campaign.
An AI focus group is a simulated research session that uses AI-generated or AI-moderated participants to evaluate concepts, messages, or decisions before live validation.
Focus group analysis is the process of interpreting transcripts, notes, and reactions from live sessions so a team can extract patterns and make clearer decisions.
A synthetic audience is a modeled set of respondents built to simulate how a target segment might react to messages, concepts, or experiences.
Synthetic market research is the use of modeled audiences or simulated respondents to evaluate concepts, messages, or decisions before live-market validation.
A synthetic persona is an AI- or model-generated representation of a target customer, user, or respondent built from structured audience patterns rather than a single real individual.