Delve AI

Persona-based panel generation

The workflow starts by selecting personas, setting a target audience and choosing a panel size. The supplier also documents filters for segmenting a panel by attributes such as location and distribution.

Delve AI: Synthetic Users product walkthrough

Interviews, surveys and materials-based studies

Delve AI documents qualitative and quantitative studies using questions and uploaded materials, with follow-up questioning available after a response.

Delve AI: Generate Synthetic Users Delve AI: Synthetic Users product walkthrough

Research outputs

The product walkthrough describes responses organized into analytics, transcripts, themes and reports, alongside persona-level reports.

Delve AI: Synthetic Users product walkthrough

Public workflow guidance, not a benchmark result

The supplier materials used for this profile describe inputs, panel generation and research outputs, and recommend validation and cross-checking. They do not state a numerical accuracy result or study design for Delve AI Synthetic Users.

The public material describes the workflow and its limits. It does not report how closely responses match a target population or predict outcomes.

Delve AI: Synthetic Users product walkthrough Delve AI: Synthetic Personas and User Research

Human research still has a distinct role

Delve AI states that real users can provide unexpected feedback and that qualitative research with actual users remains the more reliable way to understand authentic audience behavior.

Delve AI: Synthetic Personas and User Research

Do not use synthetic output alone for critical decisions

The supplier's guidance explicitly cautions against basing critical product or marketing decisions on synthetic data alone.

Delve AI: Synthetic Personas and User Research