SYNTHETIC RESPONDENTS

Delve AI

Synthetic Users: AI-generated participants for surveys, interviews and product-concept feedback.

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PRODUCT PROFILE

About this product

Delve AI documents a synthetic-user workflow in which data-backed personas are used to generate research panels, conduct interviews or surveys, and organize the resulting material into reports and analysis. Its own guidance treats this as a complement to, rather than a replacement for, human research.

Product details

Information from the company's product materials.

Primary category

Synthetic respondents

Delve AI describes AI-generated users and research panels that can be used for surveys, interviews and concept exploration.

Delve AI: Generate Synthetic Users

Offering

Synthetic research software

The supplier documents persona creation, panel generation, study questions, response analysis and follow-up research in one workflow.

Delve AI: Synthetic Users product walkthrough

Research posture

Early exploration

Delve AI describes synthetic users as a way to explore concepts and hypotheses, while its guidance advises against relying on synthetic data alone for critical decisions.

Delve AI: Synthetic Personas and User Research

Access

Self-service plans

The provider publishes paid usage plans for chat credits and synthetic users. Current allowances and pricing should be checked with the supplier.

Delve AI pricing

Research methods and outputs

Methods described by the company.

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

Data and study setup

Data and settings the company says teams can choose.

Persona inputs
Delve AI says personas may draw on website analytics, CRM data, customer surveys, transcripts and social intelligence, as well as user-provided research data where available.
Delve AI: Synthetic Users product walkthrough
Input quality and external checks
The supplier's methodology guidance says inputs should be validated before use and that generated personas should be cross-checked against real-world respondents.
Delve AI: Synthetic Personas and User Research

Reported results

Results reported by the company, with details about how they were tested.

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

Study limits

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

Sources

Delve AI: Generate Synthetic Users · Provider product page
Delve AI: Synthetic Users product walkthrough · Provider product walkthrough · 16 March 2026
Delve AI pricing · Provider pricing page
Delve AI: Synthetic Personas and User Research · Provider methodology guidance