Last updated: October 2026

Sprig vs User Intuition: Adaptive Surveys and Depth Interviews

Choose Sprig when you need structured measurement: agent-powered surveys, adaptive follow-ups, conjoint, MaxDiff and repeated metrics deployed in-product, by email or to external panels. Choose User Intuition when the survey shows what users did and you need them to explain why. Its AI moderator holds 20–30 minute interviews that ladder 5–7 levels deep, on a guide with required questions pinned in order and study rules enforced. Respondents come from a 4M+ vetted panel across 58 countries, where a person vets every panelist by hand, or from your own users through a custom link. Five quality voice interviews cost $150 with your own participants or $300 with standard recruitment, with no monthly fee, and interviews that fail quality checks are not billed. Every finding traces to its quote and recording.

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

Feature Comparison

Dimension User Intuition Sprig Winner Why it matters
Research method AI-moderated depth interviews Agent-powered surveys with adaptive follow-ups Depends Choose exploration or structured measurement based on the decision.
Self-serve setup Set up a study in five minutes; no sales call required Enterprise quote and demo route User Intuition Launch the day you scope the question; no sales call.
Time to findings Panel: 24 hours 200+ panel interviews in 24 hours; findings as quality interviews finish Survey fielding and synthesis follow audience, distribution and response volume Depends User Intuition can deliver depth interviews within a daily decision cycle.
Interview scale Run interviews concurrently, without a platform-imposed hourly interview cap Survey distribution with adaptive follow-ups — Run interviews across projects in parallel while your researchers own the interpretation and the recommendation.
Audience BYOP or 4M+ vetted panel Product users, email audiences and external panels Tie Both can reach people outside your active user base.
Moderation 5–7 levels Adaptive laddering to explore experiences and motivations Adaptive survey follow-ups within structured research User Intuition Your guide runs as written: pinned questions, and you decide how far the moderator probes.
Quantitative methods Interview evidence for understanding reasons and forming hypotheses Conjoint, MaxDiff, pricing and segmentation studies Sprig Population estimates need an appropriate quantitative design.
Quality safeguards Pay for quality Automatic Length, Depth and Coverage checks; failed interviews are not charged; no refund request Bot, duplicate and response-quality controls User Intuition User Intuition applies its billing protection automatically, including depth and coverage failures.
Next research step Gap-linked recommendations from evidence coverage Agents for survey design, fielding and synthesis Depends Ask what uncertainty remains after the first report.
Pricing model No subscription $60 per interview with panel recruitment; $30 with your own participants Custom enterprise quote User Intuition User Intuition offers published pay-as-you-go rates without a required subscription; compare total costs for the same scope.
Study output Source-linked accounts, explanations and evidence limitations Structured responses, segment patterns and synthesized findings Depends Choose the evidence format your decision requires.
G2 rating ★★★★★ (4.9/5) ★★★★½ (4.5/5) User Intuition —

Should I use surveys or interviews for my research question?

Use a survey when you need consistent measures, rankings, or comparisons across respondents. Use User Intuition’s depth interviews when you need to understand the experiences, trade-offs, and motivations behind a decision. Sprig supports survey design, fielding, and synthesis; User Intuition follows participants’ answers to investigate why a pattern occurs and what might change it.

A structured survey can compare responses to consistent measures. A depth interview can investigate an unexpected experience, trace the trade-offs behind a decision, and challenge your starting assumptions. Both can include open-ended questions and AI follow-ups.

For example, a team tracking whether checkout satisfaction has changed needs a consistent measure across waves. A team trying to understand why shoppers lose confidence during checkout needs accounts of the task, alternatives, and perceived risks. Choose the method around that decision, and inspect whether the output gives you a trend to monitor or an explanation you can use to design a change.

Sprig’s survey research platform supports reaching participants through external panels, email, and your product. User Intuition supports panel and own-participant interviews, with findings linked to the conversations behind them.

How many people can I reach, and how soon will I get findings?

User Intuition runs interviews concurrently, with no platform-imposed hourly interview cap. With five-minute setup, a panel study returns 200+ interviews in 24 hours. Sprig distributes surveys through external panels, email, and in-product channels, with access and deployment scoped through enterprise pricing.

User Intuition runs studies and audiences in parallel, without a platform-imposed hourly interview cap. User Intuition lets research teams and agencies start with a brief, review the interview guide, and invite their own participants or recruit from the panel. Findings appear as quality interviews complete. Starter requires no monthly subscription or sales call; audience availability and response affect the completion time.

Sprig can reach an available audience through email or in-product surveys, or recruit through external panels. Its enterprise quote covers the capabilities and deployment required. User Intuition offers direct sign-up and published rates, so a research team can prepare a focused interview study and begin inviting participants without a sales process.

Can interviews explain why customers answered a survey a certain way?

Yes. User Intuition uses adaptive laddering to investigate the experience, alternatives, and motivations behind a survey response. It helps explain why a pattern occurs and which product or marketing change is worth testing. Sprig’s structured methods help measure preferences and trade-offs; User Intuition explores the reasons behind those answers in depth.

User Intuition’s interview design is informed by Reynolds and Gutman’s laddering method (1988). Instead of stopping at “price is too high,” an interview can explore the alternatives considered, the expected benefit, and the event that made a purchase feel risky. Those accounts can reveal which dimensions a later survey should measure. This helps your team decide whether to test a price change, explain the benefit more clearly, or address a specific perceived risk behind the survey response.

Sprig’s market research offering includes conjoint, MaxDiff, pricing studies, and adaptive follow-ups. That makes it a substantive alternative when the question calls for structured choice or measurement.

Can I recruit prospects and people who do not use my product?

Yes. Sprig offers external panel recruitment, and User Intuition supports panel and BYOP studies. Neither is confined to existing product users.

Sprig’s panel workflow includes audience targeting, screeners, quotas, and participant quality controls. This enables research beyond in-product feedback.

User Intuition offers a 4M+ vetted panel and 80+ languages, with standard recruiting at $30 per participant in addition to the voice platform fee. For either method, recruit people with relevant experiences. An active user, a former customer, and a prospect can have materially different evidence to contribute.

For a new-market question, specify the category experience and buying role you need, rather than relying on a broad demographic profile. You may want recent buyers, people who considered the category and declined, or customers of another provider. Those groups can reveal different barriers; defining them in the brief makes recruitment feasibility and the resulting evidence easier to evaluate.

How are response quality and unusable interviews handled?

User Intuition automatically checks interviews against the brief for Length, Depth, and Coverage before billing. Interviews that fail are not charged, with no refund request needed. Sprig advertises participant and response-quality controls. Compare how each platform identifies unusable responses and handles the resulting cost.

User Intuition’s checks assess whether participants complete the interview, explain relevant experiences in depth, and cover the research brief. A genuine participant can finish a conversation without providing enough substance to meet those standards. Automatic checks help protect your budget and reduce the work of reviewing failed sessions and requesting billing corrections.

This matters when comparing interviews with survey research: Kantar reports that researchers discard an average of 38% of survey data because of quality concerns. These industry-wide losses make the handling of unusable responses a practical buying consideration. Sprig advertises bot detection, duplicate prevention, and response-quality controls; User Intuition’s interview billing is tied to passing its automatic quality checks.

How do Sprig and User Intuition compare on study cost?

User Intuition costs $60 per quality voice interview all-in with panel recruitment, so five interviews cost $300; with your own participants, five cost $150. No subscription is required. Sprig uses custom enterprise pricing that scales with response volume, capabilities, and deployment.

Each User Intuition quality voice interview costs $60 all-in with panel recruitment, so five cost $300. With your own participants, five cost $150 in platform charges; any incentives you offer are separate, and specialist audiences are recruited to order.

Sprig previously advertised a free tier and a $175/month Starter plan. Its public pricing page presents custom enterprise quotes; the former plans are historical price references, not today’s entry offers. Compare the cost of the research design you need, including recruitment and any platform commitment.

Can I investigate a survey finding before making a product decision?

User Intuition investigates the experiences and motivations behind a response, assesses where the evidence is incomplete, and recommends a focused follow-up. This helps teams test an explanation before turning a survey pattern into a product or marketing decision.

User Intuition’s evidence review assesses relevant experience, depth, variation, and competing explanations. For each learning goal, its review shows what the evidence supports, what limits the conclusion, and what that means for the research decision. It turns an unresolved survey pattern into a focused follow-up: which experience to investigate, whose perspective is needed, and which explanation could change the product or marketing decision.

User Intuition’s evidence review is informed by Malterud et al.’s information power framework, which emphasizes the relevant information interviews provide, and Hennink et al.’s saturation research, which distinguishes identifying a theme from understanding it in depth.

User Intuition applies these principles to assess whether existing interviews contain enough relevant detail to answer your research question. It can recommend deeper analysis when the evidence is already available, or targeted follow-up interviews when important experiences or explanations are missing.

A shopper study illustrates how this evidence review works. We interviewed 43 Walmart shoppers to understand how they made purchase decisions, where they encountered friction, and what would bring them back. Five shoppers described difficulty choosing between product variants. That points to a practical next question: would clearer product information help them choose? User Intuition recommends testing the current information against a simple comparison guide with recent category shoppers, then exploring what makes the decision easier.

For product research, apply the same review to the task and user group: what caused the friction, whose experience is missing, and what evidence would change the proposed improvement?

Explore the Walmart study and sample presentation, including the interviews, findings, and two recommended follow-up studies.

Pricing Comparison

Dimension User Intuition Sprig
Starting price From $150/study — 5 quality voice interviews · your own participants Custom pricing — Quoted for your research program
Model Per-study pricing Enterprise pricing
Commitment No subscription required Enterprise terms set in your quote
Usage $30 per quality voice interview Based on response volume and capabilities
Recruitment $30 per standard panel participant External panels available; confirm costs

Sprig: Earlier free and $175/month Starter plans are historical references. Sprig’s current pricing page offers custom enterprise quotes.

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: our team reviews a video identity interview with every panelist, every voice interview is screened for AI-generated or coached answers, and panelists are tracked across studies. Or bring your own customers, panel provider or survey respondents. Either way, you can watch any interview live.

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 Sprig if:

  • You need structured survey measurement or repeated metrics.
  • You want methods such as conjoint or MaxDiff.
  • You want survey deployment across in-product, email, and external audiences.
  • A custom enterprise research subscription fits your program.

Choose User Intuition if:

  • You want interviews that explore the reasons behind choices, laddered 5–7 levels deep.
  • You need explicit evidence limitations and targeted next-study suggestions.
  • You want automatic quality checks before billing, with failed interviews uncharged.
  • You want to send survey respondents into follow-up interviews through a custom link.
  • You want a published project budget and five-minute setup, with no required monthly fee.

Switching from Sprig

1

Start with one decision

Choose a question that matters to a client or business decision.

2

Match the audience

Use your own participants or confirm panel eligibility and recruiting costs.

3

Review the study plan

Check learning goals, interview questions, and the budget before launch.

4

Inspect the evidence

Review source-linked findings, limitations, and any proposed follow-up.

Customer stories

What researchers say

"We were flying blind on why we lost deals. Sales reps said it was pricing, but User Intuition interviews revealed it was actually implementation timelines and integration concerns. We adjusted our sales process and saw win rates improve 23% in the next quarter."
Eric O. Eric O., COO, RudderStack
"We replaced surveys with User Intuition, and as a result we were able to get deeper insight into what our customers were thinking, what they liked and didn't. This information is now critical to growing our user base."
Ali B., Project Manager & Scrum Master, Small Business Verified review on G2

Key Takeaways

  1. 1
    Research method

    User Intuition: AI-moderated depth interviews. Sprig: Agent-powered surveys with adaptive follow-ups.

  2. 2
    Audience

    User Intuition: BYOP or 4M+ vetted panel. Sprig: Product users, email audiences and external panels.

  3. 3
    Moderation

    User Intuition: Laddering around concrete experiences and motivations. Sprig: Adaptive survey follow-ups within structured research.

  4. 4
    Quantitative methods

    User Intuition: Interview evidence for understanding reasons and forming hypotheses. Sprig: Conjoint, MaxDiff, pricing and segmentation studies.

  5. 5
    Quality safeguards

    User Intuition: Automatic Length, Depth and Coverage checks before billing. Sprig: Bot, duplicate and response-quality controls.

  6. 6
    Speed and access

    User Intuition runs interviews concurrently, with no platform-imposed hourly interview cap. A panel study returns 200+ interviews in 24 hours, with findings available as quality interviews finish.

FAQ

Frequently asked questions

Sprig offers agent-powered survey research with external panels, email, and in-product distribution. User Intuition conducts adaptive depth interviews with panel participants or your own audience, then assesses the findings against your learning goals.

Yes. Sprig’s Field Agent adapts follow-ups to participant responses. User Intuition uses adaptive depth interviews to explore experiences and motivations. User Intuition’s laddering connects an answer to the experience and motivation behind it.

Partly. Sprig’s agent-powered surveys add adaptive follow-up questions to participant answers, which captures some qualitative context, but its core methods are structured: surveys, conjoint, MaxDiff and repeated metrics. User Intuition runs qualitative depth interviews: 20–30 minute AI-moderated conversations that ladder 5–7 levels from what a user did to why it mattered, with required questions pinned in order. Participants come from a 4M+ vetted panel or your own users.

Yes. Sprig offers external panel recruitment. User Intuition also supports panel and BYOP studies. Confirm eligibility, recruiting costs, and feasibility for the audience your decision requires.

Sprig’s current pricing page offers custom enterprise quotes based on response volume, capabilities, and deployment. Earlier free and $175/month Starter references are historical and should not be treated as current prices.

Each User Intuition quality voice interview costs $60 all-in with panel recruitment, so five cost $300. With your own participants, five cost $150 in platform charges; any incentives you offer are separate, and specialist audiences are recruited to order.

Kantar’s 38% figure concerns survey data discarded over quality issues, including issues beyond fraud. It provides industry context, not a Sprig-specific rate. Sprig advertises participant and response-quality controls.

They can reveal useful experiences and explanations, but do not establish population prevalence. Use evidence coverage to see what the interviews support, then use an appropriate quantitative design if the decision needs measurement.

Yes. Interviews can identify motivations and competing explanations to test in a survey. Survey patterns can also point to segments or experiences that warrant deeper interviews. Follow-up research should address a specific unresolved question.

No. User Intuition does not deploy surveys inside your product; Sprig does, alongside email and external panels. User Intuition runs 20–30 minute AI-moderated interviews that ladder 5–7 levels deep on your guide, and you can invite your own users through a custom link or recruit from its 4M+ vetted panel. Teams pair the two: a survey shows what users did, and an interview explains why.

AI-moderated depth interviews. An in-product survey captures a reaction in the moment; an interview follows the reasoning behind it. User Intuition’s 20–30 minute interviews ladder 5–7 levels deep on your guide, reach non-users through a 4M+ vetted panel as well as your own customers, and run in voice, video or chat. Panel studies return 200+ interviews in 24 hours, at $30 per quality voice interview with no subscription. Keep surveys such as Sprig’s for structured measurement.

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. Sprig collects survey responses inside the product; these figures cover new interviews on User Intuition.

Sprig is a product feedback platform built around in-product surveys, with custom enterprise pricing. It fits product teams that want fast, contextual survey responses inside the product. User Intuition fits teams that need customers to explain the reasons behind those responses in 20–30 minute interviews laddered 5–7 levels deep.
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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