Last updated: October 2026

Remesh vs User Intuition: AI Research and Study Pricing

Choose Remesh when you need group research: live and asynchronous sessions where large audiences respond, vote and reveal consensus. Choose User Intuition when you need one-to-one depth, where each participant’s own experience drives the conversation. Its AI moderator runs 20–30 minute interviews that ladder 5–7 levels deep and sends every probe itself, keeping your required questions pinned in order. Run concepts in parallel monadic cells, recruit from a 4M+ vetted panel or your own list, and trace every finding to the quote and recording. Pricing is published per study from $150, and interviews that fail quality checks are not billed.

★★★★★ User Intuition: 4.9 on G2 ★★★★★ User Intuition: 5.0 on Capterra

Feature Comparison

Dimension User Intuition Remesh
Research approach Adaptive one-to-one interviews and evidence-led follow-ups Live groups, asynchronous Flex studies and Video interviews
Self-serve setup Start a study directly without a mandatory sales call Software workspace and quoted project options
Interview depth 5–7 levels Follow individual experiences through consequences and priorities Group responses and voting; Live Probes reviewed and sent by the moderator
Speed to findings Panel: 24 hours 200+ panel interviews in 24 hours Remesh says Flex recruitment completes within 24 hours; Live takes at least two business days
Interview scale Concurrent interviews with no platform-imposed hourly cap Up to 1,000 in Live and 5,000 in Flex
Pricing model No subscription $30 per quality voice interview Quoted projects or subscriptions; recruitment extra
Starting study Five quality voice interviews using your own participants; incentives separate Software quote plus participant costs
Recruitment Standard recruitment adds $30 per participant; specialists quoted Eligible Flex $1 / Live $1.25 per participant/minute, excluding software
Quality billing Pay for quality Length, Depth and Coverage failures are not charged Recruitment billed to requested or completed count, whichever is lower
Evidence review Review support, competing explanations and priority evidence gaps Cited analysis, consensus metrics and cross-study synthesis
Agent access Search studies, prepare interviews and retrieve source-linked findings Remy and external MCP research workflows
Synthetic exploration Real opted-in respondents, with repeated synthetic-to-real calibration AI simulations for research preparation
G2 rating ★★★★★ (4.9/5) ★★★★☆ (4.2/5)
Capterra rating ★★★★★ (5/5) ★★★★½ (4.5/5)

Should I choose group research or individual depth interviews?

Remesh suits research that needs open-ended responses, polling and agreement patterns from a group. User Intuition suits research that needs to follow each participant’s experience through a sustained one-to-one conversation. Choose Remesh for a shared read across many people; choose User Intuition for detailed explanations of the different paths that led each person to an opinion.

Remesh’s research formats include Live sessions, self-paced Flex studies and Video interviews. Live combines responses and voting, while Flex lets people participate asynchronously. These formats support different ways of gathering and comparing input.

User Intuition’s AI-moderated interviews focus on an individual account: what happened, what the participant considered and why the experience mattered. For concept research, that can expose a use case or objection the team did not anticipate, then trace it far enough to inform a product or message decision.

How do Remesh and User Intuition compare on interview depth?

User Intuition conducts one-to-one interviews with adaptive laddering, shaping follow-ups around each participant’s experience and the study’s goals. Remesh Live Probes suggests follow-up questions for a moderator to review and send to the group. User Intuition is useful when every participant needs an individual line of questioning that develops their explanation without waiting for a live moderator.

User Intuition applies 5–7 levels of laddering. In Remesh Live, the moderator can request suggested probes after a group question closes; User Intuition’s moderator follows each person’s answer within their own interview. A participant who dislikes a concept’s complexity can describe the occasion when it would be used, the workaround they prefer and what they would risk by changing. This turns a reaction into an explanation a product team can act on.

The design is informed by Reynolds and Gutman’s laddering method, which links attributes to practical consequences and personal values. For a concept test, it helps the team understand whether a negative response concerns usability, trust, fit with a routine or a more important trade-off. See how User Intuition applies laddering.

How quickly can I get findings, and how does interview scale compare?

User Intuition offers five-minute setup and 200+ panel interviews in 24 hours. Interviews run concurrently with no platform-imposed hourly cap. Remesh supports up to 1,000 participants in Live and 5,000 in Flex. User Intuition expands individual depth interviewing as participants become available, while Remesh provides large-group and asynchronous research formats.

Remesh’s on-demand recruitment describes Flex fielding within 24 hours and at least two business days for Live recruitment. Those are recruiting timelines within an eligible project. Setup, audience and the selected research format affect the complete schedule.

User Intuition fields 200+ panel interviews in 24 hours; with your own participants, interviews run in parallel as they respond. Recruit through a 4M+ vetted panel or invite your own participants; interviews are available in 80+ languages. Your team can compare early findings as quality interviews finish and continue recruiting the experiences required by the brief.

Do I need a subscription, and what does a study cost?

No. User Intuition offers pay-as-you-go research without a required subscription: $30 per quality voice interview and $150 for five with your own participants. Remesh offers quoted discrete projects as well as software subscriptions. Its on-demand recruiting rates are separate from software costs, so the complete comparison should include both the platform and participants.

Five User Intuition interviews total $300 with standard recruitment. BYOP incentives are separate; specialist audiences require a quote. User Intuition’s published starting example makes the full standard study cost visible before launch.

Remesh’s recruiting terms list $1 per participant per minute for Flex and $1.25 for Live, excluding software, with audience eligibility conditions. User Intuition interviews run 20–30 minutes; for Remesh, a session of that length implies $20–$30 (Flex) or $25–$37.50 (Live) per participant for recruitment alone at those rates. Remesh’s project and subscription options require a quote for the complete engagement.

Will I pay for incomplete or low-quality interviews?

No. User Intuition automatically checks Length, Depth and Coverage before billing. Interviews that fail these checks are not charged, and no refund request is needed. Research teams and agencies can budget for substantive conversations that address the brief, with automatic checks on the interview itself as well as participant screening.

User Intuition evaluates the conversation against the brief before charging: its length, the depth of the participant’s account and coverage of the research topics. A session that finishes without exploring the relevant experience should not consume the same interview budget as a substantive conversation.

Remesh’s recruiting terms cap charges at the requested participant count or actual completed count, whichever is lower. User Intuition’s rule additionally makes its interview charge conditional on passing Length, Depth and Coverage checks. Research teams and agencies receive automatic billing protection without a manual refund request.

Can I see what supports a finding and what still needs research?

User Intuition’s evidence review assesses what the interviews support for each learning goal and which unresolved questions could change the decision. It checks the relevance, detail and variation of individual accounts, so a recurring opinion does not become a recommendation without examining the experiences and competing explanations behind it.

User Intuition’s evidence review is informed by Malterud et al.’s information power framework and Hennink et al.’s research on meaning saturation. These approaches relate sample adequacy to relevant information and distinguish noticing a theme from understanding it in depth. User Intuition uses these approaches to examine whether agreement on a theme is supported by detailed explanations across relevant experiences. It can recommend further analysis of existing interviews or focused conversations with participants whose different experience might change the interpretation.

For example, we interviewed 43 Walmart shoppers to understand purchase decisions, trip friction and return intent. Thirty-six said they would shop at Walmart again. User Intuition recommends recontacting shoppers after their next comparable trip, then comparing those who returned with those who chose another store. This tests what turns stated intent into a store choice. Explore the Walmart study, two recommended follow-ups and sample presentation.

Can AI agents help me plan, run and analyze research?

Yes. Both Remesh and User Intuition support AI-assisted research workflows. User Intuition lets an assistant search prior studies, prepare interviews, estimate recruiting costs and retrieve findings with supporting quotes, with your team approving the plan and spend. Remesh offers Remy for research operations and an MCP connection for working through external AI assistants.

Remesh’s research workflow overview describes planning, recruitment, probing, cited analysis and presentation exports through Remy and connected tools. Agent access is therefore a shared capability, with different research formats and commercial terms behind it.

With User Intuition’s agentic research workflow, a product team can ask an assistant to review a concept study, identify an unresolved usage scenario and prepare a focused interview brief. The resulting findings return with source quotes and evidence assessment, so the next decision can build on the same research record.

How are User Intuition’s synthetic participants grounded in real people?

User Intuition builds synthetic participants from real, opted-in respondents, extracting individual traits, habits and behaviors. User Intuition repeatedly compares each participant’s synthetic responses with their real answers to calibrate the model. This gives research teams and agencies a way to explore questions using specific human experiences, preserving differences that generic LLM feedback can flatten.

User Intuition’s synthetic participants help teams explore how a concept fits different habits, preferences and lived experiences. Their calibrated responses can help refine stimuli and prioritize follow-up questions before commissioning more interviews. Explore User Intuition’s synthetic participants. See how User Intuition grounds and calibrates synthetic participants.

This design is informed by Park et al. (2024). Their simulations of 1,052 people reproduced General Social Survey answers 85% as accurately as those people reproduced their own answers two weeks later. The result informs User Intuition’s person-specific grounding and repeated calibration against the original respondent. Remesh also provides AI simulations for research preparation. User Intuition’s design centers on calibration against the same opted-in person’s real responses, helping preserve individual variation when exploring a new question.

User Intuition measured this in a preregistered benchmark: a synthetic conditioned on a person’s own interview closed 81% of the fidelity gap, while demographics alone reached 19%, in within-domain response prediction. See the benchmark.

Pricing Comparison

Dimension User Intuition Remesh
Starting price From $150/study — 5 quality voice interviews · your own participants Custom software quote — Recruitment priced separately from software
Model Per-study pricing Discrete project or software subscription
Commitment No subscription required Project and subscription options available
Usage $30 per quality voice interview Software and research scope quoted for the engagement
Recruitment $30 per standard panel participant Eligible on-demand sample: Flex $1 and Live $1.25 per participant/minute; software excluded
Why User Intuition

Why researchers choose User Intuition

User Intuition is an AI-moderated interview platform that gives research teams and agencies the depth of a senior researcher at the scale of a survey, with vetted respondents, your own methodology and evidence you can trace to the verbatim. Quality is built in: a person vets every panelist by hand, every session is screened for fraud, and you pay only for interviews that pass.

Senior-researcher depth

The moderator ladders 5–7 levels deep by default, using Reynolds and Gutman's laddering method, so you hear the reasons behind the reasons.

5–7 levels by default

Your methodology, run as written

Bring your discussion guide and frameworks. Required questions stay pinned in order, word for word if you need it, study rules keep the moderator inside your compliance lines, screeners and hard quotas fill every cell to plan, and you decide how far it probes.

Your guide, your probing

Every finding traces to its source

Click any theme through to the verbatim, the transcript and the recording. Every claim in the deliverable traces to what a participant said.

Quote → transcript → recording

Respondents you can stand behind

A 4M+ vetted panel across 58 countries: a person listens to every panelist's interviews before they're accepted, then every session is screened for AI-generated or coached answers and panelists are tracked across studies. Or bring your own: customer lists, your panel provider, or respondents straight from your survey.

Vetted by hand, tracked over time

Deliverables ready to present

Themes, verbatims and an editable presentation for every study, plus every transcript, recording and screener answer to export into your own tools. Put your own brand on them when you need to.

Editable deck, report, transcripts

Survey scale, quality-only billing

200+ panel interviews in 24 hours, with no cap on parallel conversations. Each one is scored on length, depth and coverage, and you pay only for those that pass.

200+ panel interviews in 24 hours
  • Isolated workspaces
  • Confidential stimulus
  • Never used to train AI models
  • GDPR & CCPA compliant
  • SOC 2 Type II examination underway
  • Security →

Which Platform Is Right for You?

Choose Remesh for group and mixed-format research

  • You need group agreement, polling and open-ended responses together
  • You want Live, Flex and Video methods with AI support
  • You are buying a quoted project or subscription with the relevant recruiting scope

Choose User Intuition for individual depth at scale

  • You need adaptive conversations that follow each participant’s experience
  • You want depth probing to run on its own, 5–7 levels deep, without staffing a live moderator.
  • You want published per-interview pricing and automatic quality billing
  • You need source-linked findings and targeted next-study recommendations

Start with one focused research question

1

Define the decision

Choose a question that needs detailed individual experiences and define the audience.

2

Launch the interviews

Set up in five minutes, bring your participants or recruit, and review the study budget. Interviews run concurrently.

3

Act on the evidence

Inspect findings and source quotes, assess remaining gaps and choose a targeted next step.

Customer stories

What researchers say

"As a consumer brand we were spending $40K per focus group study. User Intuition lets us run continuous conversations and get insights instantly. It's driven 5 figures in revenue, easily!"
Archie C., CEO, WhatsTheMove
"What surprised me was the moderator. In one pack study people kept saying a concept felt "more premium," and instead of logging that and moving on it kept asking what premium meant to them, until it came out that they meant the front wasn't cluttered, they could find the ingredients, and it looked like something they'd actually put in their cart. I'd normally only get that from a good human moderator."
Aldrin M., Operations Lead, Computer Software Verified review on Capterra
"We delivered a significantly better client deliverable in half the usual time. We can now take on more work, and our team is more than three times as productive based on the number of studies we can run at once."
Vanessa, Founder & CEO, Carevoices

Key Takeaways

  1. 1
    Method

    Remesh combines group and asynchronous research formats. User Intuition specializes in adaptive individual depth interviews.

  2. 2
    Full study cost

    User Intuition starts at $150 for five quality voice interviews with your own participants. Remesh quotes software separately from its published recruiting rates.

  3. 3
    Quality and follow-up

    User Intuition checks interviews before billing and assesses the evidence to prioritize the next useful research step.

FAQ

Frequently asked questions

Yes, for teams that need adaptive individual depth interviews. Remesh combines live group research, asynchronous studies and video research. User Intuition offers goal-led conversations, automatic quality billing and evidence assessment with published per-interview pricing.

Five User Intuition quality voice interviews cost $150 with your own participants or $300 with standard panel recruitment. Incentives for your own participants are separate, and specialist audiences are recruited to order. There is no required subscription.

User Intuition fields 200+ panel interviews in 24 hours from its 4M+ vetted panel across 58 countries, with five-minute setup and no platform-imposed hourly cap. With your own participants, interviews run in parallel as they respond; specialist audiences are recruited to order, so timing follows incidence. Remesh supports up to 1,000 participants in Live and 5,000 in Flex.

No. User Intuition runs interviews concurrently, with no platform-imposed hourly cap. Panel studies field 200+ interviews in 24 hours; with your own participants, interviews run in parallel as they respond. Remesh sets limits by format: up to 1,000 participants in Live and 5,000 in Flex.

No. User Intuition checks Length, Depth and Coverage on every interview before billing. Interviews that fail are not charged, and you do not need to request a refund. Remesh’s recruiting terms cap charges at the requested participant count or actual completed count, whichever is lower.

For each learning goal, User Intuition reviews how relevant, detailed and varied the evidence is and prioritizes the gaps that could change the decision. The recommendation is either deeper analysis of interviews you already hold or a targeted study with the audience that is missing.

Yes. User Intuition lets an assistant plan a study, estimate costs, launch interviews within spend your team approves and retrieve quote-backed findings. Remesh also supports AI-assisted research workflows; User Intuition's assistant commissions and retrieves interview studies.

User Intuition builds synthetic participants from real, opted-in respondents and their individual traits, habits and behaviors, then repeatedly compares synthetic answers with those respondents' real ones to calibrate the models and help researchers explore new questions. Remesh also provides AI simulations for research preparation.

Remesh is a group research platform for live and asynchronous conversations in which large audiences respond, vote and reveal consensus; it supports up to 1,000 participants in Live and 5,000 in Flex. It fits teams reading a whole group. User Intuition fits teams that need one-to-one depth, 5–7 levels deep.

Remesh quotes projects and software subscriptions. Its help center prices eligible on-demand sample at $1 per participant minute for Flex and $1.25 for Live, with software excluded. User Intuition publishes its rate: $30 per quality voice interview, $150 for five with your own participants, and only interviews that pass quality checks are billed. Incentives for your own participants are separate; specialist audiences are quoted to order.

Remesh suits agencies that run live group sessions where clients can watch a large audience respond. User Intuition fits when the agency owns the method: you set how far the moderator probes, a person vets every panelist by hand, every client's work sits in its own isolated workspace and unreleased stimulus stays confidential.
See For Yourself

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Self-Serve

Set up a study in five minutes. Findings as interviews finish.

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No required subscription · Timing depends on participant availability

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