Buyer's shortlist · Sources checked 4 November 2026

The best AI market research platforms for insights teams in 2026

In short

The best AI market research platform depends on the job. Synthetic Users suits AI interviews and UX discovery. Delve AI builds personas from your own customer data. GWI Agent Spark answers from GWI's measured surveys. Evidenza runs managed research, with an emphasis on B2B buyers. Artificial Societies simulates how opinion moves through connected audiences. A general-purpose AI chat helps with brainstorming. PersonaHive, a newer entrant, is built for insights teams that want classic surveys and choice-based conjoint on census-grounded consumer panels, self-serve, with free credits to start and no card. Every statement about another company links to its own public page, checked 4 November 2026.

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Which AI market research platform is best for which job?

No single platform is best at everything. Each tool below is listed for the job it is built for, with how you start and its price as published. They are not ranked.

AI market research platforms, the job each is best for, and how to start
Best for	Platform	How you start
AI interviews and UX discovery	Synthetic Users	Book a demo¹
Personas built from your own customer data	Delve AI	“Delve AI offers a free tier, not a time-limited trial.”⁵
Measured answers from existing surveys	GWI Agent Spark	Sign up free to explore Agent Spark; paid seats through GWI^{6, 7}
Managed research on B2B buyers	Evidenza	Full Service: get a proposal; Self Service: “Coming soon”⁸
Simulating how opinion spreads between audiences	Artificial Societies	Book a demo¹³
Brainstorming and drafting questions	General-purpose AI	Sign up
Classic surveys and conjoint on census-grounded consumer panels, self-serve	PersonaHiveNewcomer	Free credits to start, no card

What does each established platform do?

Each summary uses the company's own public pages. The prices buy different units of work, so read them as published, not as a ranking.

Best for ai interviews and ux discovery
Synthetic Users
AI interviews, surveys and concept tests with synthetic participants, on annual plans from $12,500 a year.¹
Main methods
Interviews, surveys, concept tests, card sorts and website runs; scripted studies of up to 300 participants^{1, 2}
How you start
Book a demo¹
Pricing as published
“Plans start at $12,500/year”¹
May suit you for
Discovery and UX interviews, plus concept tests, card sorts and website runs.
PersonaHive vs Synthetic Users
Best for personas built from your own customer data
Delve AI
Persona, digital twin and synthetic research software built on first-party and public data.³
Main methods
Surveys, interviews and focus groups; digital twin chat; marketing recommendations^{3, 4}
How you start
“Delve AI offers a free tier, not a time-limited trial.”⁵
Pricing as published
Synthetic users at $99 per 100 users; Research Essential Bundle $317 a month, billed monthly⁵
May suit you for
Personas from your own website, customer and social data, with marketing recommendations.
PersonaHive vs Delve AI
Best for measured answers from existing surveys
GWI Agent Spark
An AI analyst that answers from GWI's own surveys.⁶
Main methods
Questions from GWI's surveys, answered with charts and audience data⁶
How you start
Sign up free to explore Agent Spark; paid seats through GWI^{6, 7}
Pricing as published
“Pricing is based on the seats you need”; simulated data “By project”⁷
May suit you for
Measured answers to questions GWI already asks, across many markets.
PersonaHive vs GWI Agent Spark
Best for managed research on b2b buyers
Evidenza
Synthetic research run for you, B2C and B2B, with an emphasis on hard-to-reach B2B buyers.^{8, 9}
Main methods
Quantitative surveys, qualitative interviews, segmentation, creative scoring, marketing plans⁸
How you start
Full Service: get a proposal; Self Service: “Coming soon”⁸
Pricing as published
“customized based on the scope and complexity of your research needs”; TenSlides “Beta plans from $10,010”^{9, 10}
May suit you for
Senior B2B audiences and done-for-you strategy.
PersonaHive vs Evidenza
Best for simulating how opinion spreads between audiences
Artificial Societies
Connected networks of AI personas for strategic decisions, scoped per engagement.^{11, 12}
Main methods
Surveys, focus groups, follow-up interviews, conjoint analysis, multiverse experiments, scenario cascades¹¹
How you start
Book a demo¹³
Pricing as published
“We price on usage and scope each engagement with the team rather than publishing a rate card”¹²
May suit you for
How opinion moves between investors, stakeholders and the press.
PersonaHive vs Artificial Societies
Best for brainstorming and drafting questions
General-purpose AI
ChatGPT, Claude, Gemini: one model's answer, in conversation.
Main methods
Free-form prompts
How you start
Sign up
Pricing as published
Varies by vendor
May suit you for
Brainstorming and first drafts of questions.
PersonaHive vs ChatGPT

Newcomer

Which newcomer should insights teams watch?

PersonaHive, for classic surveys and choice-based conjoint on census-grounded consumer panels, self-serve, with free credits to start and no card.

PersonaHive is a newer, self-serve platform for quantitative consumer research. It has a shorter track record than most tools above, so we list it separately and set out what it does, what it does not do yet, and how we test it.

Trust you can check.
Personas are grounded in country-specific census data, with the national statistics source named for each of nine countries.¹⁴ PersonaHive is an EU company, runs on Microsoft Azure, does not use what you submit to train a foundation model, and offers a DPA on request.^{15, 16}
Convenience.
Everything runs in a web app: define the audience, write the questionnaire, run it. The average study completes in 15 minutes.¹⁷
Free credits to start.
Sign up with free credits and no card. After that, pay-as-you-go packs start at $12.50 and plans at $79 a month; one credit is one persona answering one survey question.¹⁷
Conjoint analysis.
Choice-based conjoint shows which features, prices and trade-offs drive choice, on the same census-grounded panels as your surveys.¹⁷
Classic surveys.
Familiar question types with optional image stimulus. Every persona answers the full questionnaire, and results come as charts, cross-tabs by segment, an AI synthesis, CSV and PDF export.¹⁷
What it does not do yet
- Consumer audiences only: no B2B buying-committee panels.
- Nine countries¹⁴, against GWI's “17 years of research across 53 markets”.⁶
- A web app only, with no ChatGPT or Claude connectors.

Start with free credits Read how we test it

Packs from $12.50; plans from $79 a month. Full details on pricing.

How should an insights team choose an AI market research platform?

Start from the decision, not the feature list. Six questions separate the tools on this page, and most teams end up pairing an AI platform for early, reiterative work with live fieldwork for final decisions.

1
Who answers?
Real respondents, personas built from your own data, or modelled personas. Ask what grounds them and whether the audience is defined before the study runs.
2
Which methods?
Interviews and discovery, classic surveys, conjoint, or simulations of connected audiences. Pick the tool whose core method matches your question.
3
How do you start?
Self-serve with free credits or a free tier, or a demo and a proposal. Self-serve lets your team test the tool on a question it already knows the answer to.
4
What does a unit cost?
Vendors price tokens, seats, synthetic users, engagements or answers. Compare the cost of one study you would actually run, not the headline price.
5
What security evidence do you need?
Check where data is processed, whether your inputs train any model, and which reports or agreements procurement will ask for.
6
How is accuracy evidenced?
Ask which real survey a benchmark used, how many people and questions it covered, and whether the real answers were hidden while forecasting.

Frequently asked questions

What is the best AI market research platform?

It depends on the job. For AI interviews and UX discovery, Synthetic Users. For personas built from your own customer data, Delve AI. For measured answers from existing surveys, GWI Agent Spark. For managed B2B research, Evidenza. For how opinion moves between audiences, Artificial Societies. For self-serve classic surveys and conjoint on census-grounded consumer panels, with free credits to start, PersonaHive, a newer entrant.

Which AI market research platforms run conjoint analysis?

Of the platforms on this page, PersonaHive and Artificial Societies list conjoint analysis (checked 4 November 2026). PersonaHive runs choice-based conjoint self-serve, with free credits to start. Artificial Societies scopes each engagement with its team.

Which AI market research tools can you try for free?

PersonaHive gives free credits to start, with no card. Delve AI offers a free tier. GWI lets you sign up free to explore Agent Spark. Synthetic Users and Artificial Societies start with a demo, and Evidenza's Full Service with a proposal (checked 4 November 2026).

Can AI market research replace live fieldwork?

Not for every decision. AI platforms suit early and reiterative work, such as screening concepts, messages and prices before you commit budget. Most teams confirm high-stakes decisions with live fieldwork.

Why is PersonaHive listed as a newcomer?

Because it is newer than most tools on this page. We set out what it does and does not do yet, and publish how we test it in the validation report, so you can judge it on evidence rather than track record.

How we built this list

PersonaHive wrote this page. We list ourselves separately, as a newcomer, and we do not rank or score other companies: each is listed for the job it is built for.
Every statement about another company quotes or summarizes that company's own public pages, or a named third party, linked below and checked on 4 November 2026. Products and prices change; the linked pages are the current source.
We describe each product in its own words and say when it may suit you better. We do not rate or score other companies.
We do not compare accuracy figures here: vendors measure different things against different surveys, so their numbers are not comparable with each other.
Statements about general-purpose AI describe default chat use, not scripted or API workflows built on the same models.
Names and trademarks belong to their owners. PersonaHive is not affiliated with or endorsed by any company named here.
Spotted something out of date or inaccurate? Write to founders@personahive.ai and we will review it.

Sources

Company pages checked 4 November 2026. Quotes are reproduced as published.

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