Case study 02 · Amura Health

From conversion to commitment: redesigning client onboarding for high LTV alignment

Auditing why the wrong clients were drawn to the program, reframing the pre sale narrative to attract the right ones, then building a diagnostic onboarding framework and structured friction that cuts operational drag and lifts clinical success rates.

RoleService Designer, solo project
MethodsContent and narrative audit, marketing and pre sale messaging audit, analysis of 50 guidance counsellor calls, gap analysis, Customer Information form redesign, counsellor and doctor training, structured friction design
DurationAbout 60 days
ImpactSuccess among the two hardest mindsets rose to 60% and 73% as their intake share fell
Where case study 01 left off

The two mindsets that pointed upstream

Case study 01 brought escalations and refunds down across every mindset. Two held flat on the metric that decides retention, success. Both were being recruited before they ever reached a sales call, so the fix had to move upstream.

Fig 01 · The two mindsets that still failed after onboarding

Health as a side task

Success42%
Share of clients36.2%

Fits the program around an unchanged life, so it gets a background slot rather than the priority a result needs.

This program will take care of me

Success55%
Share of clients16.7%

Expects the program to carry the work, so ownership sits with the coach and results trail the rest.

Escalations and refunds fell for every mindset. For these two, success stayed put. The pattern sits upstream, in who the program attracts, so the fix belongs before the client ever enters.

The challenge

The leaky bucket of high conversion

The program was successfully acquiring users, but the onboarding process was optimized purely for volume, meaning conversion, rather than suitability, meaning retention. Doctors and coaches were overloaded with unready clients, which drove burnout and a wave of post payment escalations.

The goal: shift the onboarding gate from willingness to pay toward readiness to succeed.

Leaky bucket funnel diagram
Fig 02 · Before and after: from a volume funnel to a readiness filter

The open question going in: what interventions help clients with misaligned mindsets recognize and adopt the changes needed to actually succeed in the program?

Process at a glance

Find, design, roll out

Fig 03 · The approach, about 60 days
  Find
5 days
Audit the pre sale assetsAnalyse 50 guidance counsellor callsGap analysis of the form
  Design
12 days
Reframe the narrativeRedesign the formBuild the ten categories and checklist
  Roll out
43 days
Train 34 guidance counsellorsTrain 12 doctorsAdd the gate and the effort contract
Diving deep

Where the mismatch was coming from

1. Narrative and value proposition alignment

The suspicion: guidance counsellors share only part of the program on a call, yet clients arrive with beliefs that shape how they perform. Where were those beliefs coming from? I audited the pre sale assets, the website, the marketing and the automated messages, then found the narrative was recruiting the very mindsets that later failed: health as a side task through the promise of ease, program will take care of me through the promise of reassurance.

What the marketing implied
  • The program is delivered through the app, powered by AI
  • The plan is easy and fits effortlessly into daily life
  • Design your diet protocol implies the diet is customizable
What actually happens
  • A human care team is assigned and delivers real instructions
  • The plan requires sustained daily effort from the client
  • The diet protocol is fixed and cannot be changed by the client

Intervention: introduced an effort contract directly on the website, setting expectations before the sales conversation even begins.

amura.ai
Amura Health Concerns Champions Company Get healthy now
The effort contract
What this program expects from you

This is not a service you consume. It is a contract you enter. Here is what each side is accountable for.

What Amura does
What you must do
Assign you a doctor and health coach trained in the NMT Protocol
Show up to every scheduled check in, on time
Run a deep lab assessment to understand what is actually happening in your body
Complete all assigned tests before your protocol begins
Design a diet and nutrition protocol specific to your biology, not a general one
Follow the protocol as designed. Do not substitute, skip, or negotiate items
Track your progress daily and adjust your program as your body changes
Log your meals, symptoms and sleep every day, even on bad days
Tell you the truth about your health, even when it is not what you expected to hear
Ask questions. If something is unclear, say so. Do not guess and do nothing
Stay with you for the full program duration, not just until the hard part is over
Commit to the minimum 3 month window. Results are not linear. Stay in it
I am ready, get started I need time to think Minimum commitment: 3 months
Fig 04 · The effort contract as a website intervention, mocked up on amura.ai

2. The diagnostic call and the gap analysis

Then I went to the sales call itself. I listened to 50 guidance counsellor recordings, 25 from each failing mindset, then ran a gap analysis on the Customer Information form the counsellor fills. The old form captured a clinical profile. The calls showed that whether a client will succeed lives in four areas beyond it: motivation, context, readiness and support.

Fig 05 · Gap analysis, from a clinical profile to an execution readiness profile

Old form, a clinical profile

Who is the client and what condition do they have?

↓  the calls surfaced four blind spots the new form now captures

Motivation

the real why under the stated goal and what triggered it now.

Context

work, routine, family, stress and the food environment at home.

Readiness

willingness and ability to actually follow the protocol.

Support

the kind of coaching wanted and how much ownership taken.

New form, an execution readiness profile

Who is this client, why now, what stopped them before, what is their life, how ready are they and what support do they need?

Underneath the four sit the seven detailed gaps: medical, motivational, behavioural, environmental, readiness, expectation and support.

Redesigned the client intake form to capture behavioral, motivational and feasibility signals, meaning the client's why, their triggers, habit readiness and expectation alignment, to predict adherence risk before onboarding even starts. Language was standardized with the health coach and doctor frameworks so nothing got lost in translation downstream.

Redesigned CI form
Fig 06 · The redesigned client intake form

Built a structured GC call checklist so every first interaction consistently captured the client's why, expectations and constraints, reducing information gaps and strengthening the handover to health coaches from day zero.

GC call checklist
Fig 07 · The GC call checklist for live call use

Defined 10 client categories, each a combination of intake responses, most likely to fail the program because of identifiable and addressable gaps.

CategoryWhat it signalsIntake indicators, in combinationWhy the doctor call is needed
01
Expectation effort mismatch
Client wants results without proportional effort
  • Expectation alignment: slightly unrealistic or unrealistic
  • Habit readiness: moderate or low
Prevents future “program not working” escalations
02
Timeline distortion
Unrealistic expectations about result speed
  • Expected results timeline is aggressive
  • Health struggle duration of 3+ years
Doctor authority needed to reset biological reality
03
High protocol resistance
Client is already negotiating effort
  • 3+ unsure or resistant answers in protocol fit, across food, supplements and restrictions
Needs authority to establish the non negotiables
04
Lifestyle and program misfit
The execution environment is incompatible
  • Routine: chaotic
  • Work: unpredictable
  • Eating out: frequent
  • Travel and events: major
Requires realistic planning before commitment
05
Weak why, low internal motivation
No emotional anchor to sustain behaviour
  • Emotional drivers vague or missing
  • Identity and purpose not selected
  • Motivation type: external
High drop off risk after the initial phase
06
Medical complexity with high expectation
Outcome depends on clinical factors, not just effort
  • Multiple conditions
  • Aggressive expected results
Only a doctor can set credible boundaries
07
External trigger dependency
Action driven by fear or an event, not commitment
  • Trigger: doctor advice or a health scare
  • Motivation type: external
  • No deeper why around identity or purpose
Client starts fast but will not sustain
08
Behavioural risk: emotional eating with low control
High relapse and non compliance risk
  • Food pattern: stress or craving driven
  • Ownership: medium or low
Needs reframing beyond surface diet compliance
09
High stress with low structure
Low cognitive bandwidth for adherence
  • Stress: high
  • Routine: variable or chaotic
Program may fail without an expectation reset
10
Low ownership client
Will depend heavily on the health coach and the system
  • Ownership level: low
  • Needs: high guidance and reassurance
Risk of dependency and escalation behaviour
Fig 08 · The 10 client categories that trigger a doctor call before payment
Fig 09 · How the ten categories combine into the six mindsets
This program will take care of meStill fails7 of 10
12567810
Willpower only5 of 10
34789
Health as a side taskStill fails4 of 10
1459
Expecting no discomfort2 of 10
26
Personalisation is the key1 of 10
3
Fixing my body fixes the rest of life1 of 10
10
1  Expectation vs effort mismatch2  Timeline distortion 3  High protocol resistance4  Lifestyle vs program misfit 5  Weak WHY6  Medical complexity, high expectation 7  External trigger dependency8  Behavioural risk 9  High stress, low structure10  Low ownership

3. Structured friction: the doctor's call

Introduced a doctor's call before payment, using clinical authority to interrupt the instant gratification loop of an impulse purchase. When the payment finally landed, it was an informed commitment, not an impulse buy.

Fig 10 · The service flow, before and after the doctor gate
Before · pay first, discover the effort later Before flowLead shows interestGC call endsStatus updatedin the PMSCI shared withthe payment teamPayment link sentover WhatsAppClient paysand onboardsNot interestedstatus closedNo readiness check anywhere in the flow. The first real gate is the payment itself.
After · a readiness gate before payment After flowLead shows interestGC call endsAny of the 10risky categories?Payment link sentover WhatsAppInformed commitmentclient onboardsNoYesDoctor call requestedbefore any paymentLive now, or scheduledwithin 2 daysDoctor aligns expectationswith program requirementsEffort contractsent to the clientClient agrees?NoClient lost, by designa deliberate filterYes
New intervention steps Decision points Existing flow
Business impact

What changed once the filter was live

The reframed narrative and the effort contract changed who entered. Across the two hardest mindsets, their share of new clients fell while the success rate of those who did enter climbed.

42% → 60%success rate, health as a side task mindset
55% → 73%success rate, program will take care of me mindset
52.9% → 38.0%combined share of new clients, the two mindsets
Fig 11 · Share falling while success rises, before and after the filter
Health as a side taskProgram will take care of me
MonthTotal clientsShareSuccessShareSuccess
Feb 2026, before10,77136.2%42%16.7%55%
Apr 202610,20031.5%50%14.5%62%
May 202610,65029.0%55%13.0%68%
Jun 202611,05026.5%60%11.5%73%

The program grew from 7,190 clients in October to 10,771 by February. The filter went live in March, intake dipped to 10,200 as poorer fit clients were turned away, then recovered to 11,050 by June with a better mix.

Next steps

Dynamic onboarding pathways: branching journeys where each of the 6 mindsets from the behavioral audit receives content addressing its specific fears and biases.

Care team feedback loop: an automated readiness score doctors can assign after 30 days, to refine the GC diagnostic script in real time.

Scaling the doctor as gatekeeper: evaluating whether the pre payment doctor call can be partially automated, through asynchronous video or AI assisted triage, for lower risk cohorts.

What I learned

The strategic value of friction

In high stakes services, good friction is a feature, not a bug. Slowing down the sale to ensure genuine commitment actually accelerated long term retention and clinical outcomes, the opposite of what a pure conversion metric would have predicted.

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