AI-powered market and audience research
The Synthetic Data & Research category in the marketing technology landscape focuses on AI-powered tools designed to support market and audience research through the generation and analysis of synthetic data. These platforms help marketers understand customer behaviors, segment audiences, and test strategies by creating simulated datasets that mimic real-world consumer interactions without the need for direct data collection. Synthetic data is particularly valuable for overcoming privacy restrictions, addressing data scarcity, and enabling predictive modeling in highly dynamic markets. By leveraging AI in this process, marketers can gain actionable insights faster and at scale, enhancing their ability to make informed decisions in competitive environments.
Based on The Agile Brand Guide List composite scoring across innovation, organizational strength, customer signals, and vision, the top 5 Synthetic Data & AI Research platforms in 2026 are: 1. Qualtrics Edge; 2. Lakmoos AI; 3. Synthetic Users; 4. Forrester AI; 5. Outset.
Key capabilities tracked for Synthetic Data & AI Research platforms include: Advanced Data Generation Techniques, Automated Validation & Analytics , High-Fidelity & Statistical Fidelity Maintenance, Integration & Deployment, Privacy Preservation & Compliance, and Specialized Research & Insights Tools. The Agile Brand Guide List defines and scores these capabilities consistently across every vendor in the category.
Synthetic Data & AI Research platforms are most commonly deployed in Financial Services & Banking, Healthcare & Life Sciences, Technology & Software, and Professional Services, based on the published industry focus of vendors in this category.
Each platform receives a composite score from 0 to 100, weighted across four dimensions: Innovation Index, Organizational Strength, Customer Signals, and Vision Index. Scores are recalculated regularly from public evidence and are explained in detail on the methodology page.
Start by matching capabilities to your top use cases, then compare the leading vendors by composite score, customer signals, and industry fit. Qualtrics Edge currently ranks first in the Synthetic Data & AI Research category, but the right platform depends on your scale, region, and existing tech stack.