How is this different from Hotjar or a UserTesting study?

Hotjar shows you where users drop. UserTesting gives you recorded sessions. OpenScouter adds correlated facial expression and voice on top of interaction data, run with a neurodivergent panel, and produces a human-confirmed report rather than raw footage for your team to triage.

Do you work with food, beauty, and pet subscription boxes?

Yes. The methodology is consistent across categories. The study script changes to reflect category-specific steps, for example allergen disclosure for food, shade matching for beauty, and pet profile setup for pet boxes.

Is this an accessibility audit?

No. This is behavioural conversion research that happens to use a neurodivergent panel because they surface usability issues neurotypical testers miss. Cognitive accessibility is one part of a complete accessibility programme, and our reports are evidence, not legal opinion.

How long does a study take end to end?

Roughly two weeks from signed brief to delivered report, depending on panel availability and the number of journey steps in scope. Rush timelines are possible for single-step studies such as a cancellation flow review.

Conversion Friction Research for D2C Subscription Boxes

Behavioural user research for subscription brands losing signups at checkout, plan selection, and the first renewal. Three-stream capture of voice, clicks, and facial expression, correlated by AI and confirmed by humans before the report reaches your team.

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Where subscription box funnels actually break

The funnel for a D2C subscription box is not a single checkout. It is plan selection, frequency choice, dietary or preference quiz, account creation, payment, the welcome email, the first unboxing, and the moment a subscriber decides whether to keep, skip, or cancel before box two. Each of those steps has its own drop-off, and analytics alone will tell you where users leave, not why.

Most teams we speak to can name the step that bleeds revenue. It is often the preference quiz that feels too long, the plan comparison table that hides the rolling commitment, or the cancellation flow that quietly damages trust the next time the customer browses a competitor. Knowing the step is not the same as knowing the cause.

Behavioural research is the diagnostic method for that gap. Watching a real participant hesitate on the frequency selector, hearing them read the renewal terms aloud, and seeing the facial expression when the first charge appears in the order summary, tells you what a heatmap cannot.

Our approach

Funnel-mapped study design

We script tasks around the specific steps you suspect are leaking: quiz completion, plan switching, pause versus cancel, and the post-purchase moment between box one and box two.

Three-stream behavioural capture

Interaction signals, think-aloud voice, and on-device facial expression analysis run in parallel. The AI pipeline correlates hesitation, confusion, and frustration to the exact screen and element.

Neurodivergent panel as a higher-signal sample

Testers with ADHD, autism, and dyslexia surface friction that neurotypical reviewers skim past, particularly in dense plan tables, hidden cancellation paths, and quiz logic that assumes linear attention.

Evidence

The CMA evidence review classifies online choice architecture practices that can mislead or exploit consumers, including default settings, drip pricing, sludge in cancellation flows, and confirm-shaming

UK Competition and Markets Authority, Evidence Review of Online Choice Architecture and Consumer and Competition Harm, April 2022 · 2022

For D2C subscription boxes, this anchor matters because the CMA evidence review names the exact patterns that quietly determine whether a subscriber stays or churns: default frequency settings, drip pricing on shipping and add-ons, sludge in cancellation flows, and confirm-shaming on pause and cancel screens. UK subscription operators are also preparing for the subscription contract provisions of the Digital Markets, Competition and Consumers Act 2024, which formalise expectations around exit and renewal communication. Behavioural research is how you find these patterns in your own product before the CMA, the ASA, or a frustrated cohort of subscribers find them for you.

What you receive

A funnel friction map covering quiz, plan selection, checkout, welcome, and first renewal
Annotated session clips tied to specific UI elements and journey steps
Prioritised list of conversion and retention issues with severity and suggested fixes
A cancellation and pause flow review benchmarked against UK consumer protection expectations
Human-confirmed written report delivered within roughly two weeks of study kickoff

Frequently asked

How is this different from Hotjar or a UserTesting study?: Hotjar shows you where users drop. UserTesting gives you recorded sessions. OpenScouter adds correlated facial expression and voice on top of interaction data, run with a neurodivergent panel, and produces a human-confirmed report rather than raw footage for your team to triage.
Do you work with food, beauty, and pet subscription boxes?: Yes. The methodology is consistent across categories. The study script changes to reflect category-specific steps, for example allergen disclosure for food, shade matching for beauty, and pet profile setup for pet boxes.
Is this an accessibility audit?: No. This is behavioural conversion research that happens to use a neurodivergent panel because they surface usability issues neurotypical testers miss. Cognitive accessibility is one part of a complete accessibility programme, and our reports are evidence, not legal opinion.
Which regulators should subscription operators be aware of in the UK?: The Competition and Markets Authority and the Advertising Standards Authority are the relevant UK bodies for subscription practices, alongside the Digital Markets, Competition and Consumers Act 2024 provisions on subscription contracts as they come into force. We frame findings against best practice ahead of those provisions taking effect.
How long does a study take end to end?: Roughly two weeks from signed brief to delivered report, depending on panel availability and the number of journey steps in scope. Rush timelines are possible for single-step studies such as a cancellation flow review.