Dialectica vs User Intuition: Buyer Research and Cost
Choose Dialectica when a commercial thesis needs specialist experts or B2B decision-makers sourced and managed for you, alongside its market intelligence. Choose User Intuition when your team wants to interview the customers behind the thesis directly, as often as the deal requires. User Intuition runs each 20–30 minute conversation on your guide, ladders 5–7 levels from a stated preference to the switching risk behind it, screens every session for AI-generated or coached answers, and links each finding to the quote and recording an investment committee can check. A five-interview customer study costs $150 with your own participants.
Feature Comparison
| Dimension | User Intuition | Dialectica |
|---|---|---|
| Research focus | Adaptive interviews with relevant customers and buyers | Expert access, managed B2B research and market intelligence |
| Self-serve setup | About 5 minutes; no mandatory sales call | Research briefs supported by a sourcing and delivery team |
| Interview depth | 5–7 levels Adaptive AI laddering | Tailored expert calls and analyst-led research |
| Time to findings | Parallel interviews Interviews run in parallel as your participants respond; 200+ panel interviews in 24 hours | Existing Origin intelligence; sourced research timing varies |
| Scale | Concurrent interviews; no platform-imposed hourly cap | Managed expert access and B2B survey programs |
| Pricing model | No subscription $30 per quality voice interview | Quoted PAYG or framework agreements |
| Participant recruitment | BYOP or 4M+ vetted panel; specialist sourcing quoted | Custom expert and B2B decision-maker sourcing |
| Quality billing | Pay for quality Automatic Length, Depth and Coverage checks; failed interviews not charged | SurveyGuard checks response quality; commercial terms quoted |
| Evidence review | Assess commercial hypotheses and prioritize missing evidence | Expert interpretation, customer research and analyst deliverables |
| AI workflow | Agents can commission studies and retrieve source evidence | Origin market intelligence and expert-content analysis |
| Best fit | Team-operated, repeatable customer interview studies | Specialist sourcing and managed research engagements |
Should I use Dialectica or User Intuition for customer due diligence?
Choose Dialectica when you need a partner to source specialist experts, manage B2B research or deliver a broader intelligence engagement. Choose User Intuition when your team wants to run adaptive customer interviews directly and test the evidence behind a commercial hypothesis. User Intuition gives research teams and agencies a repeatable way to investigate purchase decisions and switching risks.
Dialectica offers expert calls, B2B surveys and direct customer research, alongside Origin market intelligence. Its custom sourcing and managed delivery can be valuable when a brief depends on niche expertise or a difficult-to-reach professional audience. The service model includes research execution and support around the engagement.
User Intuition’s commercial due diligence interviews focus on the people whose decisions bear on the thesis. For a retention question, that might mean actual customers who renewed, reduced usage or switched. Their recent experiences help a team test whether the proposed explanation of customer loyalty fits the decisions being made.
How do Dialectica and User Intuition compare on interview depth?
User Intuition uses 5–7 levels of adaptive laddering to explore customer experiences, consequences and priorities during an AI-moderated interview. Dialectica provides expert conversations and analyst-led research with tailored questioning. User Intuition makes depth interviewing repeatable across participants without assigning a human moderator to every session, while keeping the discussion focused on the study’s commercial hypotheses.
A specialist expert can explain an industry, and a recent buyer can explain the constraints behind a particular purchase. Dialectica supports both expert access and direct customer research. User Intuition helps your team follow a customer’s account from an initial claim, such as switching difficulty, into the experience and trade-off behind it.
User Intuition’s laddering approach is informed by Reynolds and Gutman’s laddering method, which connects product attributes to consequences and personal values. For diligence, a claimed switching barrier may stem from workflow dependencies, retraining costs or concern about losing internal credibility. Tracing the consequences and values behind that claim helps a team understand when the barrier holds and which change could make a customer reconsider.
How quickly can I get findings, and can interviews run in parallel?
User Intuition offers five-minute self-serve setup and fields 200+ panel interviews in 24 hours. Interviews run concurrently without a platform-imposed hourly cap. Dialectica offers existing intelligence through Origin and describes B2B survey delivery in days; newly sourced expert or customer research depends on the audience and engagement scope.
User Intuition’s direct setup helps a deal or research team act on a new question without a mandatory scoping call. Findings arrive as quality interviews finish. Your researchers can review evidence while other participants complete their conversations, including across time zones and 80+ supported languages.
User Intuition supports your own participants and a 4M+ vetted panel. Specialist audiences are recruited to order, and those interviews run in parallel as participants respond. For customer diligence, define whether the thesis requires actual customers of a named business or comparable category buyers; those audiences answer different questions.
Do I need a subscription, and what does a small customer study cost?
No. User Intuition offers pay-as-you-go research with no required subscription. Five quality voice interviews cost $150 with your own participants or $300 with standard panel recruitment. Dialectica also offers pay-as-you-go and framework agreements, with quoted fees. User Intuition’s published starting price makes a focused interview budget explicit; specialist B2B recruiting is priced separately.
User Intuition charges $30 per quality voice interview. BYOP incentives are separate. A team with access to relevant customers can therefore budget the platform work directly, while a brief requiring niche professional sourcing needs a recruitment estimate alongside the interview fees.
Dialectica’s commercial options include flexible purchasing and managed research services. The proposal defines the expert access, research support and deliverables included. User Intuition fits teams that own the research brief and analysis decision, and want direct control over launching and repeating interviews as the commercial thesis develops.
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 pay for substantive conversations that address the brief, with checks on the answers themselves as well as screening for the right participants.
A verified professional can still give an answer that is too vague to test the thesis. User Intuition checks whether the interview develops the relevant experience and covers the learning goals before charging. That helps researchers direct a small study budget toward substantive accounts of buying behavior.
Dialectica also applies quality controls: its B2B survey workflow uses SurveyGuard to detect issues such as speeding and straightlining and remove poor responses. User Intuition’s published billing rule applies automatic Length, Depth and Coverage checks to interviews. Evidence review then helps assess what the accepted conversations support about the commercial hypothesis.
Can I see what supports a finding and what still needs research?
User Intuition’s evidence review assesses how well the interviews answer each learning goal, then prioritizes unresolved questions that could change the decision. It examines the relevance, detail and variation of customer decisions and switching experiences, including exceptions and competing explanations. Your team can see which recommendations have support and where more analysis or targeted research would be useful.
User Intuition’s evidence review is informed by Malterud et al.’s information power framework and Hennink et al.’s meaning-saturation research. These approaches connect sample adequacy to relevant information and distinguish identifying a theme from understanding it in depth. For diligence, User Intuition applies these principles to examine whether the accounts support a proposed retention or growth explanation. It can recommend analyzing existing interviews for a competing explanation or recruiting customers with missing decision histories that could change the investment or operating conclusion.
A shopper study illustrates how this evidence review works. 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 and comparing those who returned with those who chose another store. The follow-up tests which experiences turn stated intent into a store choice. Explore the Walmart study, two recommended follow-ups and sample presentation.
Can AI agents help investigate a commercial hypothesis?
Yes. An assistant can use User Intuition to search previous research, prepare customer interviews, estimate costs, launch within approved spend and retrieve findings with supporting quotes. Dialectica’s Origin offers AI-enabled market intelligence and expert content. User Intuition connects the assistant to commissioning new interviews when the available evidence leaves an important part of the commercial hypothesis unanswered.
Dialectica Origin helps teams work with market intelligence and expert insights. User Intuition’s research workflow can begin with a question that remains unresolved, such as why some customers tolerate a price increase while others switch. The assistant can prepare a targeted study and its cost estimate for the team to review.
With User Intuition’s agentic research workflow, plan and spend approval remain with your team. The assistant can retrieve the completed findings, identify supporting customer accounts and help prepare the next research brief. This keeps a changing commercial thesis connected to the evidence collected for it.
Can synthetic participants help refine a due diligence interview guide?
Yes. User Intuition’s synthetic participants can help research teams and agencies explore how different habits, constraints and buying experiences shape a response to a commercial proposition. That helps sharpen a diligence guide around the switching conditions, objections and trade-offs worth investigating, so the team enters customer interviews with more specific hypotheses to test.
User Intuition builds synthetic participants from real, opted-in respondents, using their individual traits, habits and behaviors. It repeatedly compares synthetic responses with the same respondents’ real answers to calibrate the models. That grounding preserves differences in experience and priorities that generic LLM feedback tends to flatten.
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 study informs User Intuition’s emphasis on individual grounding and repeated calibration. For a diligence team, the benefit is a focused set of questions about the customer behaviors that could support or challenge the commercial thesis.
Pricing Comparison
| Dimension | User Intuition | Dialectica |
|---|---|---|
| Starting price | From $150/study — 5 quality voice interviews · your own participants | Custom quote — Expert access, managed research and intelligence |
| Model | Per-study pricing | Pay-as-you-go or framework agreement |
| Commitment | No subscription required | PAYG and framework options; terms set in the engagement |
| Usage | $30 per quality voice interview | Calls, surveys, analyst support and deliverables scoped to the brief |
| Recruitment | $30 per standard panel participant | Custom expert and B2B audience sourcing available |
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 Dialectica if:
- You need specialist expert access and custom sourcing support
- You want a partner to manage B2B research and deliver the engagement
- You need market intelligence and expert content alongside commissioned studies
Choose User Intuition if:
- Your team owns the commercial thesis and wants to interview customers directly, then repeat the study as the deal evolves.
- You need customer evidence an investment committee can audit: vetted respondents and a quote, transcript and recording behind each finding.
- You want published per-study fees and billing only for interviews that pass length, depth and coverage checks.
- You want evidence gaps to point to the next targeted follow-up study.
Start with the question your team needs to answer
Set the decision
Define the decision, the evidence you already have and the question the study must answer.
Choose the audience
Bring your own participants or use the 4M+ vetted panel. Select people with the experiences relevant to the brief.
Review and launch
Use five-minute self-serve setup, review the plan and approve the study budget.
Act on the evidence
Review findings and source quotes, assess unresolved questions and choose a targeted next research step.
What researchers say
"Traditional churn surveys gave us 8% response rates. User Intuition gets us 40%+ participation with incredibly detailed insights. We discovered a pattern, built that feature, and saw 12-month retention improve by 15 points."
"I find User Intuition really easy for collecting data, especially in conducting quick interviews with senior stakeholders. On the user's side, it's great that they can use it whenever they're ready, and even pause and restart interviews. It's really fast, which is super handy."
Key Takeaways
- 1Research fit
Dialectica provides specialist sourcing and managed research. User Intuition gives teams direct control of adaptive customer interviews.
- 2Depth and evidence
User Intuition explores the experiences behind commercial claims and identifies consequential gaps in the evidence.
- 3Cost and quality
User Intuition starts at $150 for five quality voice interviews with your own participants. No subscription is required, and interviews that fail automatic quality checks are not charged.
Frequently asked questions
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