Prompt Details
Model
Chat - (gpt-5.6)
Token size
524
Example input
[PRODUCT AND RESEARCH CONTEXT]: a legal case management SaaS for solo and small law firms (1-10 attorneys) helping lawyers track cases deadlines billing and client communication wanting to understand why lawyers who complete a free trial rarely convert to paid despite strong engagement during the trial period
[RESEARCH QUESTION AND TIMELINE]: what specific moments of friction doubt or missing capability during the trial period prevent lawyers from committing to paid subscription and what would need to be true about the product or conversion experience for them to confidently subscribe with 5 weeks for the full research cycle
[RESEARCH RESOURCES AND CONSTRAINTS]: a solo product manager conducting research with 15 hours per week available a $1,500 budget for participant incentives access to trial user database of 380 lawyers who did not convert in the last 90 days and findings needed for a product sprint starting in week 6
Example output
Below is a 5-week, decision-oriented UX research program tailored to your legal case-management SaaS. The central goal is not simply to learn why lawyers churn; it is to identify the specific moments between trial activation and subscription decision where confidence breaks down, then translate those findings into sprint-ready product and conversion hypotheses.
1. Research Strategy & Planning
1.1 Research objective
Primary research question
> What specific moments of friction, doubt, or missing capability during the free trial prevent solo and small-firm lawyers from confidently committing to a paid subscription, and what would need to be true about the product or conversion experience for them to subscribe?
Supporting questions
1. What are trial users actually trying to accomplish?
2. What triggers them to evaluate the product seriously?
3. Where does the experience fail to meet their expectations?
4. Which capabilities are essential for perceived product-market fit?
5. Which problems are genuine blockers versus merely annoyances?
6. What causes uncertainty about paying?
7. What alternatives/workarounds do lawyers use?
8. What concerns exist around reliability, security, billing, migration, or client data?
9. What happens immediately before a user abandons the trial?
10. What evidence would make a lawyer confident enough to subscribe?
Business decision
By the end of Week 5, the team should be able to answer:
> What 3β5 product or conversion problems should we address in the Week 6 product sprint to improve trial-to-paid conversion?
---
1.2 Critical framing: don't assume "engagement = buying intent"
Your strongest clue is:
> High trial engagement + low conversion
That suggests the product may already provide meaningful value but fail somewhere in the confidence-to-purchase journey.
Possible explanations include:
The product is useful but not indispensable.
Users haven't experienced enough value during the trial.
A critical workflow is missing.
Users encounter friction at a specific point.
Users don't trust the product enough with legal/client information.
Migration/setup feels too costly.
Pricing isn't perceived as justified.
The trial doesn't demonstrate the paid value.
Users don't know what happens after the trial.
They are comparing competitors.
They intend to subscribe but procrastinate.
They encounter a workflow that prevents full adoption.
They cannot justify switching from an existing system.
Research should distinguish these rather than treating all non-conversion as "pricing resistance."
---
1.3 Recommended research design
With only 15 hours/week, don't attempt a large mixed-method study.
Use a focused mixed-method funnel:
Phase 1 β Quantitative behavioral segmentation
Analyze the 380 non-converters.
Phase 2 β Qualitative interviews
Conduct approximately 12β15 interviews.
Phase 3 β Usability/conversion testing
Test the current experience with 6β8 participants.
Phase 4 β Synthesis
Combine behavioral data + interviews + usability evidence.
Phase 5 β Product recommendations
Translate findings into prioritized sprint opportunities and testable hypotheses.
The key methodological advantage is triangulation:
What lawyers did β What lawyers say happened β What lawyers actually struggle with
---
1.4 Participant strategy
Your 380 non-converters are an excellent research population.
Don't recruit randomly.
First segment them using whatever behavioral data you have.
Recommended segments
Segment Definition Research value
Highly engaged / no conversion Heavy usage but didn't pay Highest priority
Moderately engaged Meaningful use but stopped High
Low engagement Started but barely used Medium
Almost converted Reached pricing/checkout but didn't purchase Very high
Feature-heavy Used many core capabilities High
Single-workflow users Mainly used one capability High
Trial abandoned early Stopped early Useful comparison
Priority recruitment pool
Start with:
A. High engagement + no conversion
These people have demonstrated that the product can attract sustained usage, making their reasons for not paying particularly valuable.
B. Users who reached pricing/checkout
These can reveal conversion-specific friction.
C. Users with contrasting behavior
For example:
heavy users who didn't pay
light users who didn't pay
This helps distinguish product-value problems from activation problems.
---
1.5 Incentive budget
You have $1,500.
A practical allocation:
15 interviews Γ $75 = $1,125
Reserve:
$375 contingency
This gives you flexibility for:
additional interviews
difficult-to-recruit segments
follow-up sessions
If lawyers are particularly difficult to recruit, use fewer participants at a higher incentive rather than trying to maximize sample size.
---
1.6 Research timeline
Week 1 β Diagnose and recruit
Hours: 15
PM activities
Align on research questions
Identify available product analytics
Define trial funnel
Segment the 380 users
Build screener
Recruit participants
Audit current trial/conversion journey
Deliverables
Research brief
Participant segments
Interview screener
Interview guide
Usability protocol
Initial funnel map
---
Week 2 β Interviews
Hours: 15
Target:
5β6 interviews
Start with your highest-value segment.
After each session, record:
Trigger
Goal
Important workflow
Friction
Doubt
Workaround
Trust issue
Missing capability
Conversion barrier
Don't wait until all interviews are finished before noticing patterns.
---
Week 3 β Interviews + usability
Hours: 15
Complete:
6β9 additional interviews
6 usability/conversion sessions
At this point you should have approximately:
12β15 interviews + 6 usability tests
You can overlap participants if necessary, but ideally use usability participants separately so you don't prime them with interview questions.
---
Week 4 β Synthesis
Hours: 15
Activities:
1. Normalize observations.
2. Cluster friction points.
3. Map the trial journey.
4. Compare behavioral segments.
5. Identify conversion blockers.
6. Identify missing capabilities.
7. Separate product problems from conversion problems.
8. Prioritize opportunities.
9. Develop hypotheses.
---
Week 5 β Recommendations and sprint handoff
Hours: 15
Deliver:
Executive summary
Top 5 insights
Trial journey map
Conversion friction map
Opportunity backlog
Prioritized recommendations
Product hypotheses
Prototype hypotheses
Experiment hypotheses
Week 6 sprint recommendations
---
1.7 Stakeholder alignment
Before beginning, get agreement on five things.
Question 1
What does "conversion" mean?
For example:
> Paid subscription within X days of trial expiration.
Question 2
What behavior counts as strong engagement?
Define this using actual product data.
Question 3
What product decisions can this research influence?
Don't allow stakeholders to request research while simultaneously declaring certain conclusions untouchable.
Question 4
What assumptions are we testing?
Create an assumption list:
Assumption Evidence Confidence
Lawyers need feature X Analytics Medium
Pricing is the main blocker Anecdotal Low
Setup is too complicated Support tickets Medium
Users don't trust data security Unknown Low
Question 5
What would change our mind?
This is especially important because stakeholders may already believe:
> "They don't convert because it's too expensive."
That should be treated as a hypothesis, not a finding.
---
1.8 Ethics and legal-specific considerations
Because this is a legal-product context, be particularly careful about:
Client names
Case numbers
Matter details
Confidential communications
Personally identifiable information
Sensitive legal documents
Tell participants:
> Please don't disclose confidential client information or identifying details during the session.
For usability testing, use fictional/demo data whenever possible.
Do not ask:
> "Tell me about your client's case."
Instead:
> "Imagine you are managing a typical matter of this type. Show me how you would handle it."
---
2. Complete User Interview Guide
LEGAL CASE MANAGEMENT SaaS β NON-CONVERTER INTERVIEW GUIDE
Session length
45β60 minutes
Research objective
Understand why engaged trial users did not convert and identify the product, trust, workflow, pricing, or conversion conditions required for confident subscription.
---
INTRODUCTION
Hi, thank you for taking the time to speak with me.
We're researching how lawyers evaluate case-management software during a free trial.
We're particularly interested in what happened during your trial: what you were trying to accomplish, what worked, what didn't, what you expected, and what ultimately influenced your decision not to subscribe.
There are no right or wrong answers. We're not evaluating you or your legal practice, and we're not trying to sell you anything.
I'm interested in your honest experience, including anything that was confusing, frustrating, disappointing, or missing.
This session should take approximately 45β60 minutes.
---
CONFIDENTIALITY AND CONSENT
Your participation is voluntary. You may skip any question or stop the interview at any time.
We'll use your feedback for product research and will combine it with feedback from other participants.
Please don't share confidential client information, names, case numbers, privileged communications, or other identifying legal information during this session.
Would you like to ask any questions before we begin?
---
RECORDING
With your permission, we'd like to record the session so that we can accurately review your feedback afterward.
The recording will be used for research purposes and handled according to our research/privacy procedures.
Is it okay for us to record?
[Obtain explicit permission before recording.]
---
WARM-UP
1. Practice background
Could you tell me a little about your practice and the types of matters you typically manage?
2. Case-management process
How do you currently keep track of matters, deadlines, documents, billing, and client communication?
3. Current tools
What software or other tools do you currently rely on?
4. Software evaluation
When you consider adopting new software, what usually makes you seriously consider it?
5. Recent trial experience
Thinking back to your trial of our product, what originally motivated you to try it?
---
CORE QUESTIONS
A. Trigger and expectations
6.
What problem were you hoping the product would solve when you started the trial?
7.
What did you expect the product to help you accomplish?
8.
During the first few days, what were you trying to figure out?
9.
Was there a particular moment when you first thought, "This could actually be useful for my practice"?
Tell me about that moment.
---
B. Trial behavior
10.
Walk me through how you actually used the product during the trial, from when you started until you stopped.
11.
Which parts did you use most frequently?
12.
Which parts did you try once and then stop using?
13.
Were there any workflows where you started doing something in the product but eventually went back to another tool or method?
What happened?
---
C. Friction
14.
Tell me about the most frustrating moment you experienced during the trial.
15.
Was there anything you expected to be easy that turned out to be difficult?
16.
Were there any points where you weren't sure what to do next?
17.
Were there any tasks that required more steps, effort, or explanation than you expected?
18.
Did you encounter anything that made you think, "I don't want my firm working this way"?
Tell me more about that.
---
D. Missing capability
19.
Was there anything you wanted the product to do that it couldn't?
20.
Did you have to use another application, spreadsheet, email system, calendar, or other workaround?
21.
Was there a point where a missing capability prevented you from fully adopting the product?
22.
If you could add one capability to the product, what would have made the biggest difference?
---
E. Trust and risk
23.
When you think about using software to manage legal matters and client information, what makes you trust or distrust a product?
24.
Did you have any concerns about reliability, security, privacy, data ownership, backups, or the safety of your information?
25.
Was there anything during the trial that reduced your confidence in the product?
26.
What would you need to see before feeling completely comfortable relying on this product for important matters?
---
F. Value and switching cost
27.
At the end of the trial, what did you feel the product was worth to your practice?
28.
What would make paying for it feel worthwhile?
29.
What would make switching from your current system worth the effort?
30.
Was there anything about importing existing cases, configuring the system, training staff, or changing your workflow that made adoption difficult?
---
G. Conversion decision
31.
Take me back to the moment you decided not to subscribe.
What happened?
32.
Was it a single decision or something you gradually decided?
33.
What were the main factors you considered?
34.
Did you compare the product with another option?
If yes, what mattered in that comparison?
35.
Did pricing influence your decision?
If yes:
"What specifically about the pricing affected your decision?"
Avoid suggesting that price was the primary problem.
36.
Was there anything the product could have shown, explained, or done differently during the trial that might have changed your decision?
37.
What would have needed to be true for you to confidently subscribe at the end of the trial?
---
H. Conversion experience
38.
How did you experience the transition from trial toward subscription?
39.
Was anything unclear about what you would receive as a paying customer?
40.
Did you feel you had enough information to make a confident decision?
41.
Was there anything you expected to happen during the trial that never happened?
---
I. Mental model
42.
When you think about "good case-management software," what capabilities come to mind first?
43.
Which capabilities are essential versus merely nice to have?
44.
How do you personally think about the relationship between case management, deadlines, billing, documents, and client communication?
45.
What language would you naturally use to describe the process?
---
CLOSING
Member check
Let me summarize what I heard:
[Summarize 3β5 important points.]
Did I understand that correctly?
Is there anything important that I've missed or misinterpreted?
Final question
If you were advising us on one thing we should change to make lawyers more likely to subscribe after their trial, what would you tell us?
Closing
Thank you. Your feedback is extremely valuable.
We're combining your experience with other lawyers' experiences to identify patterns and improve the product.
Thank you again for your time.
---
3. Usability Testing Protocol
The usability study should focus specifically on the path to confident adoption, not merely whether users can click through the interface.
3.1 Eight tasks
Task 1 β Set up a matter
> Imagine you have just taken on a new client. Create a new matter using the information provided.
Observe:
Required information
Confusion
Setup burden
Terminology
Expectations
---
Task 2 β Understand the matter dashboard
> You need to quickly understand the current status of this matter. Show me what you would look at first.
Observe what information lawyers consider essential.
---
Task 3 β Manage a deadline
> You have an upcoming legal deadline associated with this matter. Find it and show me how you would make sure it won't be missed.
Watch for:
Calendar expectations
Alerts
Confidence
Redundancy/workarounds
---
Task 4 β Communicate with a client
> Imagine the client has contacted you asking for an update. Show me how you would record or manage that communication.
---
Task 5 β Track billing
> You've spent time working on this matter and need to make sure the work is properly captured for billing. Show me how you'd handle it.
---
Task 6 β Find something important
> Imagine you're about to speak with the client and need to quickly understand everything important about this matter. Show me how you'd prepare.
This is particularly valuable because it tests the "single source of truth" proposition.
---
Task 7 β Recover from a problem
> Imagine you've discovered that something important in the matter information is incorrect. Show me what you would do.
Observe confidence in editing/recovery.
---
Task 8 β Decide whether you'd rely on it
> You've been using this system for several weeks. Imagine you're deciding whether to move your practice onto it permanently. Show me the parts of the product you would evaluate before making that decision.
This task exposes conversion criteria rather than simply usability.
---
3.2 Think-aloud script
Before tasks:
> As you work, please say out loud what you're thinking. Tell me what you're looking for, what you expect to happen, and anything that seems confusing.
If silent:
> What are you looking at right now?
> What are you expecting to happen?
If stuck:
> What would you try next?
If asking for help:
> What would you expect to find here?
Avoid:
> "Try clicking..."
That contaminates the test.
---
3.3 Observation template
Task Expected behavior Actual behavior Friction Evidence Severity
Matter setup Creates matter Searches several screens Navigation "Where do I start?" 2
Deadline Finds deadline Checks calendar instead Trust/workflow Uses external calendar 3
Billing Records work Cannot find workflow Discoverability Abandons 3
Also record:
Time
Errors
Hesitation
Backtracking
Questions
Workarounds
Emotional response
Confidence
---
3.4 Severity framework
For this product, severity should consider legal-work consequences, not just interface inconvenience.
S0 β No issue
S1 β Minor
Small annoyance.
S2 β Moderate
Creates delay, confusion, or workaround.
S3 β Serious
Prevents an important workflow or significantly undermines confidence.
S4 β Critical
Could cause a lawyer to miss, lose, mishandle, or incorrectly manage something materially important.
For example:
> "I don't like the color of this button"
= S0/S1.
But:
> "I'm not sure whether this deadline reminder is reliable enough to trust"
could be S3, even if the interface technically works.
---
3.5 Metrics
For every task capture:
Completion
Successful
Successful with difficulty
Failed
Time on task
Record from task start to successful completion.
Errors
Count meaningful errors, not every click.
Assistance
None
Prompt
Significant assistance
Moderator rescue
Confidence
> "How confident are you that you completed that correctly?"
1β5.
Trust
> "How comfortable would you be relying on this feature for real legal work?"
1β5.
That final measure is particularly important for this product.
---
3.6 Post-session questions
Ask:
1. What was the easiest part?
2. What was the hardest part?
3. What would prevent you from using this every day?
4. What would prevent you from paying for it?
5. What would make you trust it with important legal work?
6. What capability would you most want improved?
7. What would make switching from your current system worthwhile?
8. On a scale of 1β10, how likely would you be to subscribe?
9. Why did you give that score?
---
4. Research Synthesis Framework
4.1 Build a "Trial-to-Paid Friction Map"
This should become your central synthesis artifact.
Map:
Trial stage β User goal β Behavior β Friction β Doubt β Workaround β Consequence β Conversion impact
Example:
Stage User goal Friction Doubt Consequence
Setup Import matters Too much manual work "This will take forever" Delays adoption
First matter Understand workflow Terminology unfamiliar "Is this really for lawyers like me?" Reduced confidence
Deadline management Trust reminders Unclear notification behavior "Can I rely on this?" Uses external calendar
Trial end Evaluate value Paid features unclear "What am I actually paying for?" Doesn't subscribe
---
4.2 Affinity categories
Create initial clusters around:
Value
Useful workflows
Time savings
Organization
Visibility
Friction
Setup
Navigation
Data entry
Configuration
Learning
Missing capability
Feature gaps
Integrations
Reporting
Automation
Customization
Trust
Reliability
Security
Data
Accuracy
Notifications
Switching cost
Migration
Existing tools
Habits
Training
Commercial
Price
Billing
Trial length
Plan structure
ROI
Conversion
Unclear value
No urgency
Decision timing
Competitive comparison
Procurement/approval
---
4.3 Separate four different problem types
This is crucial.
Type A β Product usability problem
> "I couldn't figure out how to do X."
Type B β Product capability problem
> "I know how to do X, but the product doesn't support what I need."
Type C β Adoption/trust problem
> "It works, but I don't trust it enough for real matters."
Type D β Conversion problem
> "I like the product, but the subscription decision doesn't feel justified."
These require completely different solutions.
---
4.4 JTBD synthesis
Your likely JTBD structure should be tested rather than assumed:
> When I am evaluating case-management software, I want to quickly determine whether I can safely and efficiently manage my practice's important workflows in one place, so I can decide whether switching is worth the cost and disruption.
Break this into:
Functional job
Manage matters efficiently.
Emotional job
Feel confident nothing important will be missed.
Switching job
Move away from fragmented tools without creating chaos.
Financial job
Know that the subscription generates enough value to justify its cost.
---
4.5 Journey map
Create this specific journey:
Trigger β Trial signup β Setup β First value β Core workflow β Habit formation β Evaluation β Trial expiration β Subscription decision
For each stage document:
User goal
Expected outcome
Actual behavior
Friction
Doubt
Emotional state
Trust
Workaround
Product gap
Conversion effect
---
4.6 Opportunity scoring
Use a Conversion Opportunity Score:
> User impact Γ Evidence strength Γ Conversion relevance Γ Reach
Score each 1β5.
Example:
Opportunity Impact Evidence Conversion relevance Reach Priority
Improve matter setup 5 5 5 4 P0
Clarify billing 3 4 4 5 P1
Improve dashboard colors 1 2 1 5 P3
This keeps the research focused on the actual business question.
---
5. Design Recommendation System
5.1 Convert findings into HMW questions
Don't write:
> "Add automated deadline reminders."
Instead:
> How might we make lawyers confident that important deadlines will never be overlooked?
Don't write:
> "Improve onboarding."
Instead:
> How might we help a lawyer reach their first meaningful outcome before the initial setup effort becomes frustrating?
Don't write:
> "Show pricing better."
Instead:
> How might we make the value of continuing after the trial obvious before the subscription decision?
---
5.2 Design principles
Based on this research question, I'd initially test these as hypotheses, not final principles:
1. Demonstrate value before asking for commitment
The trial should allow lawyers to experience meaningful value before the paywall/conversion moment.
2. Build confidence, not just functionality
For mission-critical workflows, users need to understand why they can trust the system.
3. Minimize switching friction
The product must account for migration, existing habits, and parallel tools.
4. Make the first meaningful outcome fast
A trial should rapidly move users from:
"I'm evaluating software"
to:
"This is helping me run my practice."
5. Make paid value concrete
Users should understand what continuing to pay enables them to accomplish.
---
5.3 Feature prioritization
When findings arrive, categorize recommendations into:
P0 β Conversion blockers
Problems directly preventing confident adoption.
P1 β Adoption accelerators
Problems preventing users from reaching habitual value.
P2 β Value enhancers
Features that improve an already-functional experience.
P3 β Nice-to-have
Useful but unlikely to affect conversion materially.
Your Week 6 sprint should primarily target P0 and selected P1 opportunities.
---
5.4 Prototype hypotheses
Use this structure:
> We believe [intervention] will increase [desired behavior] for [segment] because [research evidence].
Examples:
Setup
> We believe guided matter setup will increase activation because lawyers perceive manual configuration as a switching cost.
Trust
> We believe clearer deadline reliability information will increase confidence because users currently hesitate to rely on the system for important deadlines.
Value
> We believe showing accumulated time/value during the trial will increase subscription intent because users struggle to translate product usage into economic value.
Conversion
> We believe contextual subscription messaging tied to demonstrated usage will increase conversion because generic pricing information doesn't necessarily connect the product to the user's experienced value.
These are hypotheses to validate, not conclusions.
---
5.5 A/B test framework
Once research identifies a candidate intervention:
Hypothesis
> If we [change experience], then [conversion behavior] will improve because [research finding].
Primary metric
Trial β paid conversion rate
Secondary metrics
Activation rate
Core workflow completion
Feature adoption
Trial-to-checkout rate
Checkout completion
Subscription intent
Guardrails
Trial abandonment
Support contacts
Refund/cancellation rate
User satisfaction
Task success
Don't optimize only for clicks into the pricing page.
The goal is quality conversion, not simply pushing more people toward checkout.
---
5.6 Research-to-design handoff
TRIAL-TO-PAID RESEARCH β DESIGN HANDOFF
Research question
What friction, doubt, missing capability, or conversion issue prevents trial users from confidently subscribing?
Target population
Lawyers at solo and small firms with 1β10 attorneys who completed a free trial but did not convert.
Key behavioral segments
[Insert high-engagement / low-engagement / checkout / feature-use segments.]
Finding
[Evidence-based finding.]
Evidence
[Behavioral data + interview evidence + usability observation.]
User insight
[Underlying user need, motivation, mental model, or concern.]
Conversion consequence
[Explain how the issue affects willingness or ability to subscribe.]
Problem type
Usability / Capability / Trust / Switching Cost / Conversion / Other
Opportunity
[What opportunity exists?]
How Might We
[HMW question]
Design recommendation
[Recommended design direction.]
Prototype hypothesis
We believe that [intervention] will help [user] achieve [outcome] because [research evidence].
Validation
Test with [segment].
Measure:
- [Primary behavioral metric]
- [Secondary metric]
- [Confidence/trust metric]
Experiment hypothesis
If we [change], then [metric] will change because [reason].
Priority
P0 / P1 / P2 / P3
Evidence confidence
High / Medium / Low
Open questions
[Remaining uncertainties.]
Sprint recommendation
[What the product/design team should do in Week 6.]
---
6. Research Communication & Impact
6.1 Final presentation
Your final presentation should be approximately 12β15 slides, not 40 slides of research detail.
Slide 1 β The question
> Why do engaged trial users not subscribe?
Slide 2 β Executive answer
Three major findings.
Slide 3 β Who we studied
Sample + behavioral segmentation.
Slide 4 β Trial journey
Where users experience friction.
Slide 5 β Finding #1
Evidence + implication.
Slide 6 β Finding #2
Evidence + implication.
Slide 7 β Finding #3
Evidence + implication.
Slide 8 β Conversion barriers
Product vs trust vs switching vs commercial.
Slide 9 β What users need to believe
For example:
> "This will reliably manage important work."
> "Moving my practice here won't be painful."
> "The value is worth the subscription."
Slide 10 β Opportunity areas
Top 5.
Slide 11 β Prioritization
P0/P1/P2/P3.
Slide 12 β Recommendations
What should change.
Slide 13 β Experiment hypotheses
What to test.
Slide 14 β Week 6 sprint
Specific proposed actions.
Slide 15 β What we still don't know
Important uncertainties.
---
6.2 Executive summary
EXECUTIVE SUMMARY β TRIAL-TO-PAID CONVERSION RESEARCH
Objective
We researched why lawyers who actively engage with the product during their free trial nevertheless choose not to subscribe.
Participants
We analyzed trial behavior among 380 non-converting lawyers and conducted [X] qualitative interviews and [X] usability sessions across key behavioral segments.
Three most important findings
Finding 1 β [Finding]
[Evidence and implication.]
Finding 2 β [Finding]
[Evidence and implication.]
Finding 3 β [Finding]
[Evidence and implication.]
What prevents confident conversion
The research indicates that non-conversion is primarily driven by:
1. [Barrier]
2. [Barrier]
3. [Barrier]
4. [Barrier]
What users need to believe before subscribing
Lawyers need confidence that:
- [Need]
- [Need]
- [Need]
Highest-priority opportunities
P0
[Opportunity]
P0
[Opportunity]
P1
[Opportunity]
Recommended Week 6 sprint
We recommend prioritizing:
1. [Action]
2. [Action]
3. [Action]
Expected outcome
These changes are intended to increase the proportion of trial users who reach sufficient product value and confidence to make a positive subscription decision.
Research limitations
[Sample limitations, behavioral-data limitations, recruitment limitations, etc.]
Next validation step
Prototype/test [intervention] with [target segment] before full implementation.
---
6.3 Insight card
INSIGHT CARD β TRIAL CONVERSION
Insight
[One clear statement describing what users experience or believe.]
Evidence
[Behavioral evidence.]
[Interview evidence.]
[Usability evidence.]
User segment
[Which lawyers experience this?]
Trial stage
[Where does it happen?]
User impact
[What does it make harder?]
Conversion impact
[Why might this prevent subscription?]
Problem category
Usability / Capability / Trust / Switching Cost / Conversion
Confidence
High / Medium / Low
Opportunity
[What could be improved?]
How Might We
[HMW question]
Recommended action
[Potential product/design direction.]
Validation
[How we'll determine whether the intervention works.]
---
6.4 Empathy map
For this product, don't build a generic persona-style empathy map.
Build it around the trial decision.
SAY
> "I like how it handles X."
> "I already have a way of doing this."
> "I'm not sure I'd trust it with everything."
THINK
> "Will this actually replace my current tools?"
> "What happens if something goes wrong?"
> "Is this worth changing my workflow?"
DO
Tests multiple workflows
Uses existing tools alongside SaaS
Searches documentation
Abandons certain features
Compares alternatives
Delays subscription
FEEL
Curious
Interested
Uncertain
Concerned
Overwhelmed
Confident
PAINS
Setup effort
Missing capabilities
Trust uncertainty
Switching costs
Unclear ROI
GAINS
Confidence
Centralized information
Less administrative work
Better deadline visibility
Predictable workflow
---
6.5 Research repository
Given you're a solo PM, don't build a complicated research repository.
Use six folders/databases:
01 β Research briefs
Objective
Questions
Method
Timeline
02 β Participants
Participant ID
Firm size
Usage segment
Trial behavior
Interview status
Consent
03 β Evidence
Quotes
Observations
Analytics
Usability results
04 β Insights
Finding
Evidence
Segment
Confidence
Implication
05 β Opportunities
Opportunity
Impact
Evidence
Priority
Design hypothesis
06 β Decisions
Product decision
Research evidence
Owner
Date
Outcome
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6.6 Democratizing research with a solo PM
Don't try to create a formal research program during this five-week project.
Instead, create a simple research evidence wall.
Every important finding gets:
Insight β Evidence β Implication β Recommendation
Invite the designer/developer/stakeholder into one 60-minute synthesis workshop rather than making yourself solely responsible for interpreting everything.
Workshop structure
10 min: Research objective
15 min: Behavioral evidence
15 min: Interview/usability patterns
10 min: Cluster opportunities
10 min: Prioritize
At the end, stakeholders should have participated in the reasoning rather than simply receiving your conclusions.
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Your Most Important Research Artifact
For this particular problem, I would make the Trial-to-Paid Conversion Map the centerpiece of the entire project.
Structure it as:
Trial stage
β User goal
β What they actually do
β Moment of friction
β Doubt/question
β Workaround
β Impact on perceived value
β Conversion consequence
β Design opportunity
This will make the research much more actionable than a conventional list of "pain points."
The key analytical question
At every stage, ask:
> "What would have to be true here for this lawyer to become more confident about paying?"
That question keeps the research tightly connected to the Week 6 product sprint.
The final output should ideally produce these five decisions
Decision Research should tell you
What to fix Highest-impact conversion blockers
Where to fix it Exact stage of the trial journey
For whom Highest-value user segment
What to build/test Evidence-backed design hypotheses
How to know it worked Conversion + behavioral success metrics
One important constraint: with 15 hours/week, resist trying to answer every question about the product. The research should optimize for decision quality, not research volume. The 380-user behavioral analysis should tell you where to look, interviews should tell you why, and usability testing should tell you what specifically needs to change.
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GPT-5.6
An AI-powered UX research and design meta prompt designed to help product teams and designers conduct complete user experience research β covering research planning, user interview guides, usability testing, synthesis frameworks, design recommendations, and stakeholder communication for any digital product.
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