UX Research
Research engagements where methodology, evidence quality, and defensible findings determine what gets acted on.
This interactive experience is the shipped product itself — the same application code customers run in production, mounted read-only in your browser over a real sample journey. Not a video, not a mockup: because the demo and the product are one codebase, it can never drift from the real thing.
Inside this journey
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Outcome Discovery
Align on the buyer's adoption goals, current usability gaps, stakeholders, and measurable success criteria.
Discovery Questions
Getting Oriented: Why This Matter Right Now
- Tell me briefly what specific adoption or usability concern brought you to consider an external user research pilot today.
- When did this issue first show up after a release, redesign, or other product change?
- Walk me through the last time a customer reported difficulty completing the target task, what happened, and how your team responded.
- Which metrics are you tracking today that would tell you the problem is improving or getting worse?
- If nothing changes in the next quarter, which concrete metric outcome would make you stop pursuing this research path?
Where The Product Falls Short For Real Users
- Which specific user flow or screen do you suspect hides the largest dropoff or confusion, even if dashboards do not show it clearly?
- Describe a recent support ticket, churn conversation, or customer interview that pointed to a usability failure in that flow.
- On a typical sprint, how often do designers or engineers push changes to the flow without an observation of an actual user performing the task?
- Who on your team currently interprets usability signals from analytics, and what do they usually recommend doing next?
- Which outcome from a small pilot (for example reduced time-to-complete or higher success rate) would convince you to expand research into additional flows?
Stakeholders, Budgets, and Decision Power
- If a two-week pilot demonstrated a clear lift in the metric you care about, who could approve funding or scope expansion within your organization and on what timeline?
- Name the roles that must be engaged for a pilot to run smoothly, for example product owner, engineering lead, or data owner.
- How much budget has already been tentatively allocated to validate usability fixes this quarter, if any?
- What internal objections do you expect when researchers recommend changes that shift roadmap priorities?
- Who would need to sign acceptance criteria for the pilot at completion, and what happens if they disagree with the findings?
The Evidence That Changes Minds
- What pattern of results from short usability sessions would prompt engineering or leadership to change an active roadmap item immediately?
- Which deliverable format convinces your designers and engineers to act fastest, annotated designs, video highlights, or prioritized task lists?
- Describe a past research finding that was ignored, and why it failed to influence the team.
- To what extent does your engineering cadence allow for design changes within a two-week sprint cycle?
- Assuming the pilot proves the expected lift, what single organizational step would accelerate contract or scope approval the fastest?
What Could Stop This — Obstacles We Must Face
- Which constraint would make you pause or cancel a usability pilot: recruitment misses, no product test accounts, or leadership blocking time?
- How often have recruitment attempts for your target persona failed in the past, and what was the usual cause?
- Who owns participant recruitment and screening today, and who will own it during the pilot?
- Where would a data privacy or compliance review most likely stall this work?
- What single readiness gap would stop the engagement from starting on your desired timeline?
Competitive Landscape and Alternatives You Are Considering
- Which of the following options are you actively evaluating as alternatives to hiring an external research partner?
- If you were to stay with your current approach, what evidence would need to be true to justify that decision?
- Has anyone proposed building or expanding your internal research capability instead of running a paid pilot with an external team?
- What would have to go wrong with the external pilot for you to prefer the internal option instead?
- Which vendor attributes matter most in your selection, ranked by priority?
Operational Readiness and Integration Constraints
- Which technical or access requirements must be satisfied before fieldwork can begin, for example test accounts, staging access, or API keys?
- Who controls those access points and how quickly can they grant them?
- Are there regulatory, security, or vendor agreements that require legal review before participants can test your product?
- How clean and available is the data that supports recruitment, such as lists of active users or customer segments?
- If access or compliance blockers cannot be resolved within two weeks, would you postpone, narrow scope, or cancel the pilot?
- Which internal owner will be the single point of contact for operational questions during the pilot?
Defining a Practical Pilot Scope
- Which target persona should we prioritize for the pilot based on business impact?
- How many participants do you consider sufficient for a sprint-aligned usability pilot on one flow?
- What timeline do you need from kickoff to first findings to keep pace with your roadmap?
- Which deliverables will make the pilot useful to you: annotated tasks, prioritized backlog tickets, design-ready comps, or recorded sessions?
- What acceptance criteria must be met for you to consider the pilot finished and trigger payment or next-phase approval?
Risks, Tradeoffs, and How You Want Them Resolved
- Which tradeoff would you accept for faster results: smaller sample, narrower tasks, or fewer deliverable artifacts?
- Describe a scenario where findings would be too ambiguous to act on and how you expect the seller to address that.
- Who will be responsible for converting research recommendations into tickets and tracking implementation?
- If the pilot finds a critical usability issue that requires roadmap rework, how quickly can you commit to scheduling fixes?
- What single unresolved risk would cause you to halt the engagement immediately?
Decision Timing, Procurement, and Next Steps
- Realistically, when do you expect to decide on a partner for this pilot?
- What procurement or contracting steps must occur before work can begin, and who owns them on your side?
- If the pilot meets the agreed acceptance criteria, what is the fastest timeline in which you would sign for follow-on work?
- Which communications and meeting cadences do you prefer during a pilot: daily standup, twice weekly sync, weekly wrap, or as-needed?
- Who should be the point person we follow up with to finalize scope, timeline, and a pilot statement of work?
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Solution Experience
Show how rapid user research and sprint-aligned studies will validate assumptions and produce prioritized, design-ready recommendations tied to the buyer's scenarios.
Solution Experience
- Solution Experience Session
- Confirm the current state and its cost to your team
- You confirm the demonstrated sprint workflow eliminates the post-launch rework you described.
- Deliver a tailored pilot study scope and timeline mapped to the discussed scenario within three business days.
- You confirm the delivered artifacts will be design-ready and mapped to acceptance criteria for immediate sprint planning.
- Walk through the sprint-aligned research flow using your scenario
- Provide the prioritized user scenario, target personas, and any available usage metrics or funnel drop-off data for that flow.
- Confirm the pilot acceptance criteria and success metrics for the study (adoption lift, task completion, qualitative user objections to resolve).
- You agree that the recruitment timeline and sample size meet your expectations for the pilot.
- Prove the design-ready recommendation artifact
- Show how work hands off into your sprint without slowing delivery
- You agree on the remaining evidence required to make a buying decision and the next decision milestone.
- Schedule a decision review with the buying committee within two weeks of receiving the pilot scope.
- Validate alignment explicitly
- Agree next steps and decision criteria
- Solution Experience Session
- Solution Experience Deck
- Solution Brief
- meeting
- slides
- document
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Study Scope
Define the pilot scope: target personas, sample size, study methods, timeline, deliverables, responsibilities, and acceptance criteria.
Scope Configuration
- Pilot Usability Test (Single Product Flow)
- Moderated Remote Usability Sessions
- Unmoderated Prototype Usability Testing
- Target Persona Participant Recruitment
- Customer Discovery Interviews
- Diary Study (Multi‑day Behavioral Logs)
- Card Sorting for Information Architecture
- Tree Testing for Navigation Validation
- Embedded Researcher Support in Sprint
- Annotated Design Recommendations Report
- Prioritized Insight Backlog with Tasks
- Client Training on Lightweight Research Methods
Scope Questions
Pilot Usability Test (Single Product Flow)
- For the pilot, which single product flow should we test (for example: signup flow, onboarding checklist, first-time project creation, billing checkout)?
- Which success metrics from your analytics should we measure for the pilot (for example: time-to-complete for 'setup_wizard', task completion rate for 'create_project', first-click accuracy on 'billing_page')?
- How many completed moderated sessions do you expect for a meaningful pilot on that flow (typical ranges: 4-6, 8-10, 11-15)?
- When must pilot findings be delivered relative to the sprint that owns the flow (for example, by end of the sprint that implements the change, within one sprint after fieldwork)?
- Who will sign off on pilot success and what evidence will they require (for example: 80% task completion on 'create_project', recruitment of N=8 target admins, or validated redesign for the onboarding checklist)?
Moderated Remote Usability Sessions
- Describe your preferred session length and structure for moderated remote sessions (for example: 30-minute task-only, 45-minute task-plus-debrief, 60-minute depth interview plus tasks).
- List which internal roles should observe sessions live (product manager, designer, engineer) and whether observers need recording access.
- Do you require live transcription, time-stamped screen recording, or both for each moderated session?
- Are there specific analytics events we should correlate with session observations (for example: 'signup_complete', 'billing_submit', 'cancel_subscription')?
- Provide any existing moderator guides, task scripts, or example support tickets we should reuse for consistency with your current research artifacts (attach Figma/Docs links).
Unmoderated Prototype Usability Testing
- Include the prototype fidelity we will test (for example: clickable Figma prototype, HTML staging build behind feature flag, or production A/B variant).
- Specify the number of unmoderated completions you expect per task to reach statistical confidence for the flow (for example: 20, 50, 100).
- Select the device and browser mix to recruit for unmoderated testing (for example: desktop Chrome, iOS Safari, Android Chrome, tablet).
- Estimate when unmoderated tasks should be published relative to your sprint demo or release cutoff (for example: 3 days before demo, 1 week before release).
- Identify whether unmoderated results need automated tagging by task outcome (success/fail) and association to analytics events (for example: tag failures to 'checkout_error').
Target Persona Participant Recruitment
- List the target persona(s) by job role and product usage for recruitment (for example: enterprise admin who configures org settings, end user who submits invoices weekly).
- Which account-level qualifiers define the target sample (for example: plan tier such as Enterprise, number of seats, active in last 30 days)?
- Specify mandatory screener criteria we must enforce (for example: performed the target task at least once in last 30 days, has admin privileges, uses feature X).
- How soon do you require the first recruited participants after kickoff (for example: within 3 business days, within 1 week)?
- Provide allowed incentive types under your procurement and compliance rules (for example: $50 gift card, service credit, no monetary incentive).
Customer Discovery Interviews
- Identify which customer segments to prioritize for discovery interviews (for example: churned customers who cancelled in last 90 days, power users, recent signups).
- Choose the target interview count for discovery (for example: 6-8 exploratory, 9-12 reliable thematic coverage).
- Share any artifacts we should use to ground interviews (for example: recent cancellation survey responses, top support tickets, NPS verbatim comments).
- Who on your team will approve the final interview guide and participant list (role, for example: Head of Product, Research Lead)?
- State whether you require interview synthesis to include verbatim quotes mapped to specific product feature requests and exported as a CSV for your roadmap tool.
Diary Study (Multi‑day Behavioral Logs)
- Identify which multi-day behaviors the diary should capture (for example: daily task frequency, steps to generate a recurring report, cross-session workflows).
- Select the diary duration you prefer for behavioral coverage (3 days, 7 days, 14 days, or a custom period).
- Specify the submission medium for diary entries (for example: mobile app journal, web form with screenshot upload, scheduled screen recording).
- Detail how you want diary entries validated against your product data (for example: cross-check time-stamps with analytics event 'report_generated').
- Are there regulatory or compliance constraints we must follow for multi-day logging (for example: GDPR data retention limits, HIPAA constraints)?
Card Sorting for Information Architecture
- Identify the information architecture area to study with card sorting (for example: settings taxonomy, help center categories, product features menu).
- Which card sort method do you prefer: open card sort, closed card sort against existing labels, or hybrid?
- Specify the target participant count for reliable grouping (for example: 15-20 for initial patterns, 21-30 for stable clusters).
- What deliverables should accompany the IA recommendations (for example: grouping matrix CSV, recommended navigation labels mapped to menu items, suggested Figma pages)?
- Are we required to align suggested labels to your design system component names or token set before handing off to design?
Tree Testing for Navigation Validation
- Identify which navigation paths should be validated with tree testing (for example: top nav to billing page, help center to troubleshooting article, product discovery to feature docs).
- Choose how many tasks per participant you want to run in the tree test (3-5 lightweight, 6-8 thorough).
- Indicate the success thresholds you consider acceptable for navigation (for example: >70% first-click accuracy to locate billing, <2 clicks on average to reach 'create_project').
- Who will supply the live navigation structure or staging sitemap to use as the test artifact (for example: link to staging sitemap, exported menu JSON)?
- When do you need tree test results available relative to release planning (for example: within 1 week, within 2 weeks, before UI freeze)?
Embedded Researcher Support in Sprint
- Select which sprint cadence the embedded researcher will join (for example: 1-week sprint, 2-week sprint, or ad-hoc sprint support).
- Assign the percent of researcher capacity you need per sprint (for example: full-time embedded, half-time, or on-call for two days).
- Name the tools we should use for issue capture and handoff while embedded (for example: Jira project key, Confluence page, or shared spreadsheet).
- Share which team member will act as the daily research liaison (role name, for example: Product Designer, Research Lead) to speed decisions and access.
- Detail the onboarding access required for embedding (for example: staging credentials, Figma project, Jira create/edit rights).
Annotated Design Recommendations Report
- For annotated recommendations, what format do you prefer (annotated screenshots, Figma redlines on the affected frames, or a component-level change list with CSS/token notes)?
- Which deliverables are required with the report (for example: one-page executive summary, detailed annotated report, Figma frames ready for implementation)?
- Specify what is explicitly out of scope for the annotated recommendations deliverable (for example: front-end code changes, A/B test implementation, ongoing support after handoff).
- Who must approve the report before it is considered ready for engineering handoff (role, for example: Head of Design, Product Director)?
- Confirm the acceptance evidence required for the report to be marked complete (for example: prioritized tasks imported to your Jira backlog with estimates and attached Figma frames).
Prioritized Insight Backlog with Tasks
- Choose which backlog tool you want tasks exported to when we hand off insights (for example: Jira project, Trello board, your internal ticketing system).
- How should tasks be prioritized for your roadmap team (for example: impact x effort scoring, risk-first, compliance-driven)?
- What minimal metadata must each insight task include before handoff (for example: clear acceptance criteria, estimated hours, annotated screenshot link, linked analytics event name)?
- Who on your team will own triage and scheduling of the insight backlog once we hand it over (role, for example: Product Manager, Engineering Lead)?
- What acceptance criteria will confirm the backlog is ready for handoff (for example: each task has an owner, an estimate, and an attached design frame in Figma)?
Client Training on Lightweight Research Methods
- Identify the training audience you want to build capability in (for example: product designers, product managers, customer success, product ops).
- Select the training format you prefer (for example: hands-on workshop, recorded sessions, or paired shadowing during live sessions).
- How many people should participate per training cohort to remain interactive and practical (for example: 5-8, 9-15, 16+)?
- Choose which follow-up artifacts you want delivered after training (for example: a reusable playbook, templated screener, moderator scripts).
- Measure how you will judge training success (for example: number of internal lightweight studies run in the next quarter, improved confidence scores on a post-training survey).
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Mutual Commit
Confirm commercial terms, timelines, recruitment ownership, and the acceptance criteria that will govern study completion and payment.
Agreement Modules
- Non-Disclosure Agreement (NDA)
- Master Services Agreement (MSA)
- Statement of Work (SOW)
- Order Form & Payment Schedule
- Recruitment & Participant Ownership Agreement
- Data Processing Agreement (DPA) — conditional
- Acceptance & Completion Certificate
- Change Order Agreement
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Execution
Operationalize research delivery with readiness checks, scheduling, and participant recruitment.
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Readiness & Recruitment
Capture concrete readiness facts — product access, test accounts, recruitment targets, scheduling windows, and named owners required before fieldwork.
Pre-Deployment Questions
Environment and site access
- Which environment(s) should participants use for sessions? (select all that apply — helps us plan test accounts and scripts)
- Are participant test accounts or seeded data required to reproduce the target flows? (so we can provision or request accounts before fieldwork)
- If you answered 'Other' or need to confirm provisioning timing, provide the target date or short provisioning note (one fact only — used for scheduling)
Data and configuration
- Will specific feature flags, account tiers, or data configurations need to be enabled for participants to reach the study scenarios? (so the deployment team can assign enablement tasks)
- If 'Yes' or 'Unknown', list each required flag/tier/configuration and the buyer-side owner (name and role) who will enable or confirm it (one item per line)
People and ownership
- Who is the buyer-side primary contact for logistics (scheduling, test accounts, participant approvals)? Provide name, role, and best contact (email or phone). (this person will be our day-to-day coordination owner)
- Who owns recruitment approvals and screening criteria on the buyer side? (select the role that will approve candidate profiles)
- If you selected 'Other' or wish to name the recruitment approver, provide name, role, and contact (one approver per line)
Timing and constraints
- Are there blackout windows, release freezes, audits, or compliance gates that would block fieldwork? (list yes/no so we can avoid scheduling conflicts)
- If 'Yes', list blackout/start-end dates and any timezone constraints or daily scheduling limits (one line per constraint — used to build the session calendar)
- Target completed participants per persona required to accept study completion (this defines recruitment targets and payment milestones)
- If 'Other' or to confirm persona targets, list each persona and the required completed count and expected session length per participant in minutes (one persona per line, e.g., 'Admin — 5 — 45min')
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Research Delivery
Execute recruitment, run studies, synthesize observations, and deliver annotated, prioritized recommendations on the agreed sprint cadence.
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Success
Validate results against the agreed success criteria, share final findings and design-ready tasks, and maintain a tracked backlog for issues and enhancements.
Success Reviews
- Go-live health check (Week 1-4)
- First measurement review (Week 4-10)
- Acceptance gate review (Day ~90)
- Ongoing quarterly success review
Issues & Enhancements
- Create prioritized implementation tasks for the top three backlog items to be addressed next quarter.
- Produce a documented acceptance record listing pass or fail for each Study Scope criterion and the buying owner's decision.
- Create a remediation and re-test plan for any criteria that did not meet targets, with clear resolution deadlines.
- Ensure the evidence package required for the acceptance record is stored in the shared workspace.
- Publish the acceptance decision record and attach the supporting evidence package to the workspace.
- Create remediation tickets for any failed criteria with re-test conditions and deadlines.
- If acceptance is conditional, document the exact re-test timeline and measurements required for closure.
- Backlog status and completion rate
- Confirm backlog completion rate meets the agreed quarterly target or document reasons and recovery plan.
- Verify feature adoption rate for the studied flow is stable or improving and identify any required follow-up tests.
- Ensure open high-severity usability issues are tracked with clear resolution timelines and owners recorded in the backlog.
- Update the tracked backlog with current status, next milestones, and estimated completion dates.
- Publish the quarterly metrics snapshot showing backlog completion rate, feature adoption rate, and open high-severity issues.
- Re-confirm acceptance criteria and owners
- Deployment environment and test access are validated against Study Scope readiness items.
- Recruitment and onboarding progress is documented and any critical blockers have a remediation task and timeline.
- Owners for each outstanding readiness item are named in the shared workspace and timelines are set.
- Publish the validated deployment checklist and participant onboarding status to the shared workspace.
- Create remediation tasks for each critical blocker with expected resolution dates.
- Confirm and document the recruitment cadence and remaining sample targets recorded in Study Scope.
- Present first outcome data against Study Scope targets
- Determine whether task success rate and average time-on-task are trending toward the Study Scope targets or require remediation.
- Identify top 3 root causes for observed gaps with supporting evidence from sessions.
- Agree a set of corrective actions with completion dates that enable a clear path to the acceptance gate.
- Publish the first-measurement data pack including session excerpts, metric calculations, and diagnosis notes.
- Create discrete remediation tasks for each agreed corrective action with target completion dates.
- Schedule the acceptance gate meeting and confirm the evidence required for each Study Scope acceptance criterion.
- Restate acceptance criteria and numeric targets recorded in Study Scope
- Deployment and environment validation
- Present outcome data against each criterion
- Feature adoption and behavioral metrics
- Root cause diagnosis for any metric gaps
- Open high-severity usability issues
- Agree corrective actions and timeline
- Early adoption and recruitment signals
- Document pass/fail and formal acceptance decision
- Confirm timeline to acceptance gate
- Agree remediation plan for failed or conditional criteria
- Agree next-quarter operational actions
- Blockers and open issues
- Agree immediate remediation actions