Contify vs User Intuition: Market Monitoring and Buyer Research
Choose Contify for ongoing market, company and competitor monitoring, with Athena AI turning external and internal sources into alerts and analysis. Choose User Intuition when a market signal raises a question only customers can answer: whether it changes what they buy, and why. User Intuition interviews a defined audience from its 4M+ vetted panel or your list, ladders each 20–30 minute conversation 5–7 levels deep, and links every finding to the quote and recording, so a market recommendation rests on first-hand evidence. Testing a hypothesis with five quality voice interviews costs $150, with no subscription.
Feature Comparison
| Dimension | User Intuition | Contify |
|---|---|---|
| Self-serve setup | Set up a study in five minutes; no mandatory sales call | Seven-day trial; paid platform scope arranged with the vendor |
| Time to findings | Under 24 hours 200+ panel interviews in 24 hours | Ongoing intelligence once sources and topics are configured |
| Interview scale | Concurrent interviews, with no platform-imposed hourly interview cap | Broad company and source monitoring; platform advertises unlimited user access |
| Pricing model | No subscription $30 per quality voice interview; five BYOP interviews $150 | Custom quote based on the intelligence requirements |
| Recruitment | Your participants, a 4M+ vetted panel, or both; standard recruiting $30 each | Collects external and internal information; not a standard panel-recruitment offer |
| Interview depth | 5–7 levels Adaptive laddering from experiences to consequences and motivations | Analyzes collected intelligence; User Intuition probes customer experiences directly |
| Quality billing | Pay for quality Automatic Length, Depth and Coverage checks; failed interviews uncharged without a refund request | Intelligence-platform terms; not a published per-quality-interview offer |
| Evidence and follow-up | Per-goal assessment of support, gaps and recommended next research steps | Athena AI extracts facts and produces source-grounded market insights |
| Agent workflows | Search research, prepare studies, estimate costs, launch within approved spend and retrieve supported findings | Athena AI for intelligence workflows; Business News API for data delivery |
| G2 rating | ★★★★★ (4.9/5) | ★★★★½ (4.5/5) |
Should I choose Contify or User Intuition for market research?
User Intuition fits a customer question that needs new interviews, such as whether a market trend changes purchase priorities. Contify fits continuous monitoring and analysis across companies, markets and internal information. The products can work together: a market signal frames the hypothesis, and customer interviews investigate whether it matters to the decision.
Contify’s market-intelligence platform organizes information into feeds, dashboards and alerts. It combines internal content with external sources to give teams a shared view of companies and markets.
User Intuition lets research teams and agencies specify an audience, interview people about their own experience and assess the resulting evidence. For a market-entry decision, that could mean understanding how buyers handle a problem today, what would trigger a change and which alternatives they would consider.
Can I understand why a market trend matters to customers?
User Intuition uses adaptive interviews to connect a market trend to customers’ practical experiences and motivations. Its 5–7 levels of laddering move beyond whether someone recognizes a trend to how it affects their choices. Contify helps identify and analyze market signals; User Intuition can investigate the customer assumptions behind a response.
User Intuition’s AI moderator uses 5–7 levels of adaptive laddering, informed by Reynolds and Gutman’s laddering method (1988). Laddering connects a product attribute to its practical consequences and the personal values behind a decision. For example, interest in automation may reflect a desire to remove repetitive work, reduce approval delays or avoid errors that affect a customer relationship. Understanding that chain helps a team choose the right proposition and audience. See how User Intuition applies laddering.
A research brief can start with the signal but leave room for a different explanation. User Intuition follows the participant’s answers into concrete examples and trade-offs, providing a customer account that a news feed or company announcement cannot supply by itself.
How fast can I test a hypothesis with customers at scale?
User Intuition runs interviews concurrently, with no platform-imposed hourly interview cap. Five-minute self-serve setup gets a study live, and the 4M+ vetted panel returns 200+ interviews in 24 hours. Findings arrive as quality interviews finish.
A team can respond to a market development with a focused interview study instead of waiting for a scheduled research cycle. User Intuition supports your participants, a 4M+ vetted panel or both. Interviews run in parallel as participants respond, and panel studies field 200+ interviews in 24 hours.
Contify offers a seven-day trial and ongoing monitoring once the relevant sources and topics are configured. Its automation is suited to keeping an intelligence view current. User Intuition adds a study workflow when the team needs a new account of how customers are responding.
Do I need a subscription to test a market hypothesis?
No. User Intuition offers pay-as-you-go pricing with no required subscription. Five quality voice interviews cost $150 with your own participants or $300 with standard panel recruitment.
User Intuition charges $30 per quality voice interview for moderation and analysis. Standard panel recruitment adds $30 per participant. Incentives you arrange for your own participants are separate; specialist audiences require a recruiting quote. The published pricing lets research teams and agencies budget a focused study before committing to a broader program.
Contify’s paid platform is quoted around the intelligence requirements, and its official platform offer includes unlimited user access. Contact Contify for the relevant scope and terms. User Intuition’s published per-interview model gives a team a clear starting budget for collecting customer evidence on a specific question.
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 your team does not need to request a refund. This makes the cost of investigating a market hypothesis easier to control.
User Intuition checks whether the conversation lasted long enough to address the brief, explored the participant’s experience in depth and covered the research topics. This makes the bill depend on the substance of the interview, giving your team a clearer basis for accepting work and planning the next study.
Contify’s intelligence workflow filters and organizes collected information. User Intuition applies its checks to the newly commissioned customer conversation, linking payment to whether the interview covers the brief in sufficient depth.
How can I tell whether a market hypothesis is supported by customers?
User Intuition’s evidence review assesses each learning goal against the customer interviews, showing support, limitations and the gaps that could change the decision. It helps distinguish a compelling market story from an explanation grounded in the experiences of the audience you intend to serve.
User Intuition examines the relevance and depth of customer experience, including differences and competing explanations. For a proposed market entry, it can assess whether the interviews include customers who recently faced the problem, whether their examples are detailed and whether alternative solutions explain their behavior. The product prioritizes the consequential gaps and recommends deeper analysis or a targeted follow-up study.
This approach is informed by information power, which relates sample adequacy to relevant information, and meaning saturation, which separates identifying a theme from understanding it. User Intuition uses these ideas to decide where existing customer detail is sufficient to analyze and where another perspective is needed. See how User Intuition assesses evidence.
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, but stated intent leaves the next store choice unresolved. User Intuition recommends recontacting shoppers after their next comparable trip to understand what distinguished those who returned from those who chose another store. Explore the Walmart study and sample presentation to see the findings and two recommended follow-up studies.
Can an AI assistant investigate a market question with customers?
Yes. User Intuition lets an AI assistant search past research, prepare a study, estimate recruitment costs, launch within approved spend and retrieve findings with supporting interview quotes. This gives a strategy or research team a practical path from an unanswered market question to a study with a defined audience and cost.
User Intuition’s agent research workflow connects planning and execution. For example, ask the assistant to explore why customers delay replacing a legacy tool. It can find previous customer evidence and prepare a brief about switching effort, approval processes and the alternatives people use. Your team reviews the plan and approves spending; the assistant can monitor progress and return findings linked to source interview moments.
Contify’s Athena AI extracts business facts and develops insights from external and internal intelligence. Its Business News API delivers structured information into other systems. User Intuition’s agent workflow is designed to commission customer conversations and assess what those interviews establish.
Can synthetic participants help refine a market-entry proposition?
Yes. User Intuition’s synthetic participants help explore how different customers might respond to a proposition before your team finalizes its research brief. They are based on real, opted-in respondents, with individual traits, habits and behaviors extracted from their research responses. User Intuition repeatedly compares synthetic answers with the same people’s real answers to calibrate the models.
User Intuition’s synthetic participants preserve individual experiences and behavioral differences that generic LLM feedback can flatten. A team can examine the appeal of a proposed benefit alongside the habits and constraints of different customer profiles. The resulting objections help focus the next interview on the circumstances that would make someone change their behavior. Calibration uses the differences between modeled and real responses to refine the representation of each person.
This design is informed by Park et al. (2024). Using interviews with 1,052 people, the researchers built simulations that reproduced General Social Survey answers 85% as accurately as those people reproduced their own answers two weeks later. For market-entry work, this informs models grounded in individual customers and measured against those people’s responses as the representation is refined. See how User Intuition grounds and calibrates synthetic participants.
Pricing Comparison
| Dimension | User Intuition | Contify |
|---|---|---|
| Starting price | From $150/study — 5 quality voice interviews · your own participants | Custom quote — Market and competitive intelligence |
| Model | Per-study pricing | Custom platform pricing |
| Commitment | No subscription required | Paid scope and terms agreed with Contify; seven-day trial available |
| Usage | $30 per quality voice interview | Platform access and intelligence requirements determine the quote |
| Recruitment | $30 per standard panel participant | Customer-interview recruitment is outside the advertised monitoring offer |
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.
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.
Every finding traces to its source
Click any theme through to the verbatim, the transcript and the recording. Nothing in the deliverable you can’t defend.
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.
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.
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.
- 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 Contify if:
- You need ongoing market, company and competitor monitoring across many sources.
- You want external intelligence and internal content organized into dashboards, alerts and analysis.
- You need intelligence feeds or APIs for existing business systems.
Choose User Intuition if:
- A trend or competitor move has surfaced and you need a defined audience to explain how it changes their actual choices.
- You want interviews that ladder 5–7 levels from a stated reaction to the trade-off behind it, run on your own discussion guide.
- You need first-hand evidence a skeptical stakeholder can check: vetted respondents and a quote, transcript and recording behind each finding.
- You want to pay per study, only for interviews that pass length, depth and coverage checks, with no platform subscription.
Switching from Contify
Set the research question
Turn a market signal into one customer hypothesis, then specify the audience whose recent experience can help answer it.
Choose participants and budget
Bring your own participants or use the 4M+ vetted panel. Review eligibility, recruiting costs and any incentives before launch.
Run the interviews
Launch in five minutes with guided setup. Interviews run concurrently and undergo automatic quality checks before billing.
Review the evidence
Inspect findings and source quotes, assess the remaining gaps and approve the next research step.
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., COO, RudderStack "We started using User Intuition a few months ago when we realized customers didn't need the automation engine we had in mind. A few interviews in, we realized they needed to see where an approval was stuck. Three people said that without being led there. Most had started with some version of "sounds useful," but the follow-up questions got into when they would use it, what they did today, and who else had to sign off."
Key Takeaways
- 1Market context and customer evidence
Contify monitors and analyzes market intelligence. User Intuition investigates what customers experience and why they make decisions.
- 2Study-level commitment
User Intuition starts at $150 for five quality voice interviews with your participants, without a subscription.
- 3A focused next step
User Intuition’s evidence review identifies what supports the hypothesis and which missing customer perspective is worth investigating next.
Frequently asked questions
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