Qualitative Feedback Report
Do Health — What Users Are Really Saying
App Store · Trustpilot · WhatsApp Power User Group · May 2026
iOS App Store · 4.7★ · 78 ratings
Android · 5.0★ · 10 ratings
Trustpilot · 77% 5-star
WhatsApp Power User Group
Source Overview
Three qualitative windows into user experience
Each source captures a different type of user — the frustrated newcomer, the satisfied majority, and the power user. Together they tell a consistent story with very different emotional registers.
iOS App Store
4.7
★★★★★
78 ratings · Volume low but growing as in-app triggers are live. Fragile at this scale — a cluster of OTP failures could move it materially.
5★
86%
4★
5%
1★
9%
Trustpilot
4.8
★★★★★
77% 5-star · 16% 4-star · 6% across 1–3 stars. Highest volume of detailed, narrative feedback. Most useful source for understanding what users feel emotionally.
5★
77%
4★
16%
1–3★
6%
WhatsApp Power Users
Power
Qualitative only — no star rating
Self-selected group of highly engaged users. Most detailed product feedback available. Daily Joy users, first BT2 results coming in, peer support forming organically. Signal-dense; not representative of the median user.
The pattern across all three: Negative reviews cluster entirely at the front door — OTP failure, no support visible, clinic not near enough. Once users get in, the product consistently delivers. Positive reviews are long, specific, and emotionally charged in ways that are rare for a health app.
📱
iOS App Store + Android
88 total ratings · Short-form reviews · Highest public visibility
What the positive reviews say
"Game changer." "Changed my life." "Breath of fresh air." iOS
"Joy is incredible — like having a supportive friend who actually knows my health." iOS
"Unlike anything the NHS has ever offered me." iOS
"Expensive but I'd call it very good value." iOS
What the negative reviews say
100% of 1-star reviews are OTP / access failure. No variety in complaint whatsoever. The word "scam" appears in reviews — not because the product is fraudulent, but because a broken front door with no visible support looks like fraud.
"Paid £249, never got in. No response from support." iOS
"Emails bounced back as undeliverable." iOS
Trustpilot
Highest volume of detailed feedback · NHS contrast appears organically across most reviews
Standout positive themes
"Like sitting across the table from a knowledgeable friend." Trustpilot
"Should be available on the NHS." Trustpilot
"I feel in control of my health for the first time." Trustpilot
"Nothing out there for anything like this price." Trustpilot
"Can't wait to see the difference at my next test." Trustpilot
3–4 star pain points
"Weekly tasks not clearly linked to my specific results." Trustpilot 3★
"Waited 6 weeks after paying before getting a test." Trustpilot 4★
"Joy occasionally repeats itself or gives wrong info." Trustpilot 4★
"Travelled 45 miles to the nearest clinic." Trustpilot 4★
What they're excited about
"HbA1c down 2.88 and LDL down in 8 weeks — confirmed by my NHS test." WhatsApp
"For the first time all my random symptoms over the years have come together and made sense." WhatsApp
"I use Joy every single day for co-planning. Time-consuming but worthwhile." WhatsApp
"The new task cards showing which biomarkers they target — very helpful, increased motivation." WhatsApp
What's frustrating them
"My oestradiol rating changed from poor to good without a new test. I'm confused and don't trust it." WhatsApp
"I ran a half marathon and my plan is still showing race prep tasks. Feels like no one's listening." WhatsApp
"DO Health rates my MCV as poor but NHS says normal. Who do I trust?" WhatsApp
"Where's the option to retest all 50 biomarkers? I have an out-of-range result I want to track." WhatsApp
What's Working
Strengths to protect and double down on
These themes appear across all three sources unprompted. They're not features users were asked about — they're what users chose to mention when given a blank text box. That signal is more reliable than any survey.
The dominant emotional outcome across every source: control, empowerment, and the feeling of being seen by a system that has never seen them before. Users aren't describing features — they're describing an identity shift. "I don't feel passive about my health anymore." That's the product's core value, and it needs to be preserved in every product decision made.
1
Joy — the product's irreplaceable differentiator
App Store Trustpilot WhatsApp
The single most mentioned element across every source, every star rating. Users describe Joy unprompted, specifically, and with unusual emotional language for a health app. Multiple users who say they dislike AI call this one categorically different. Power users in the WhatsApp group engage with Joy daily for co-planning and specific health questions. Joy is the primary reason users say £249 is worth it — not the blood tests alone, not the plans. Joy is the moat. It must be treated accordingly: memory depth, personalisation accuracy, and conversation evolution are not nice-to-haves.
"Like sitting across the table from a knowledgeable friend." Trustpilot
"Blown my mind. I've used Joy too many times to count." Trustpilot
"I use Joy every day for co-planning. Time-consuming but fun and worthwhile." WhatsApp
"I normally hate AI bots. This one is different." App Store
2
Blood test quality, speed, and biomarker range
App Store Trustpilot WhatsApp
The 24–48 hour turnaround surprises almost every user positively. Access to ApoB, homocysteine, and insulin — markers unavailable on the NHS — is a key acquisition reason and a recurring source of delight. The plain-language biomarker explanations are consistently called out as something the NHS has never provided. This is the product's proof of worth. The blood test experience must be treated as untouchable infrastructure — result clarity and explanation quality are not features to iterate on, they're the foundation everything else rests on.
"Results in 24 hours. The NHS has never done that for me." Trustpilot
"Access to markers I could never get via my GP." Trustpilot
"HbA1c down 2.88 and LDL down in 8 weeks — confirmed by my NHS test." WhatsApp
3
Filling the NHS gap — the product's most powerful emotional frame
Trustpilot App Store
This framing appears organically across the large majority of Trustpilot reviews without prompting. Users position Do Health not as a wellness product but as the solution to a system that has failed them — rushed appointments, results withheld unless critical, no preventative focus. "Should be available on the NHS" appears multiple times. This is not something the marketing team invented; users are writing it themselves. It is the most powerful brand frame available and should inform acquisition, positioning, and product narrative.
"Should be available on the NHS." Trustpilot
"The NHS won't tell you your results unless you're critically ill." Trustpilot
"Empowering, educational, supportive — everything the NHS is not." Trustpilot
4
Feeling in control and empowered
Trustpilot WhatsApp
The dominant emotional outcome users report — more prominent than any specific feature. "I feel in control of my health for the first time." "I don't feel passive anymore." This is the transformation the product delivers, and users are describing it unprompted across every source. It should anchor every product decision: does this feature increase or decrease the user's sense of control and agency over their own biology?
"I feel in control of my health for the first time in my life." Trustpilot
"For the first time, all my random symptoms over the years have come together and made sense." WhatsApp
"I don't feel passive anymore. I know what's happening in my body." Trustpilot
5
Achievability of tasks — the health snack model is working
Trustpilot App Store
Users specifically appreciate that the programme doesn't ask too much. "Small and manageable." "Not overwhelming." "Tiny changes that actually stick." Power users in the WhatsApp group choose 10 tasks a week rather than 3 because each one feels doable — the low-friction design is a meaningful differentiator. The risk is overengineering this. Protect the simplicity; do not add complexity to the task model.
"The three clear do-able actions each week — not overwhelming at all." Trustpilot
"Tiny changes that actually stick. That's the key." App Store
6
The re-test as a forward motivation anchor
Trustpilot WhatsApp
Multiple users describe their next blood test as something they're actively looking forward to. "Can't wait to see the difference." "Excited to see if my actions have had an effect." The 4-month cycle is creating forward momentum and anticipation — exactly as designed. This is the retention mechanic the product is built around, and it is working for users who reach it. The product's job is to make sure more users reach it, and that the moment lands as strongly as it should when they do.
"Can't wait for my next blood test to see the difference." Trustpilot
"Excited to see if my actions over the last months have had an effect." Trustpilot
7
Value for money — pricing is not the barrier
Trustpilot App Store
Multiple users volunteer that £249 feels like good or great value unprompted. Several compare it favourably to private blood tests alone, noting the programme adds significant value on top. One user calls it "expensive" but still gives 5 stars and says "very good value." For users who get into the product, pricing is not a complaint. This is important context for pricing strategy: the barrier is getting users in, not the price point itself.
"There is nothing out there for anything like this price." Trustpilot
"Expensive, yes — but genuinely very good value." App Store
What's Broken
Opportunities — blockers to remove
Ordered by severity and frequency across sources. Critical items drive 1-star reviews and active churn. High items are the gap between 4-star and 5-star users. Medium items are feature gaps that power users are explicitly requesting.
The most important thing this data tells us: the product is exceptional once users get in. Every problem in the 1-star and detractor tier is a front-door problem, not a product problem. Fix the door. Then fix the personalisation gap. Everything else is sequenced behind those two.
OTP failure and invisible support — 100% of 1-star reviews
Critical
App Store Trustpilot
Every single negative review across App Store and Trustpilot traces back to this exact sequence: user pays £249 → OTP code doesn't arrive or doesn't work → user can't find support → user concludes they've been scammed. The word "scam" appears in 3 of 7 one-star Trustpilot reviews. This is not a product quality problem — it is a trust crisis triggered by a technical failure with no recovery path. Two things need to be true simultaneously: the OTP failure rate drops to near-zero, and when it does fail, visible support is findable within seconds. Currently neither is true.
"Paid £249. Never received the code. No way to contact anyone. I think this is a scam." Trustpilot 1★
"Emails to support bounced back as undeliverable." App Store 1★
"Every single negative review is the same thing. Access code not working." App Store 1★
Clinic location and accessibility — visible across every star rating
Critical
Trustpilot App Store WhatsApp
The most consistent operational friction across all three sources. Travel of 30–60+ minutes is common. Several users couldn't book at all due to no availability in their area after paying. The compounding problem: clinic locations are not visible before payment, meaning users commit £249 without knowing if the service is geographically accessible to them. Specifically flagged for: rural areas, Scotland, East Anglia, Plymouth, Bath, Cambridge. A postcode checker before purchase would eliminate a significant share of these complaints and is consistently suggested by users independently.
"I had to do an 80-mile round trip. Worth it, but not sustainable." Trustpilot
"Clinic locations should be visible before you pay. I nearly couldn't book at all." Trustpilot
"Where are the clinics near me? I want to recommend to family but need to check first." WhatsApp
Personalisation gap — tasks not linked to individual results
High
Trustpilot App Store WhatsApp
Appears as the reason for 3-star and 4-star reviews across Trustpilot — users who liked the blood tests but felt the programme didn't deliver on the personalisation promise. Tasks feel generic, don't evolve week to week, and often suggest habits users already practise. The WhatsApp group specifically noted that when task cards do show which biomarkers they target, it "increased motivation" — direct evidence that the fix works when applied. This is not a content problem; it's a connection problem. The logic layer linking results to recommendations is absent or invisible.
"The assessment of my bloods is meant to be personalised. Except it isn't." Trustpilot 3★
"Still feels like one size fits all. I stopped using the plan — everything was things I already do." Trustpilot 3★
"The new task cards showing which biomarker they target — found it very helpful, increased motivation." WhatsApp
Joy gets repetitive and occasionally inaccurate
High
Trustpilot WhatsApp
Joy is universally praised but consistently flagged in 3–4 star reviews as the reason for not giving 5 stars. Two specific failure modes: conversations that repeat rather than evolve over time, and occasional inaccuracies (wrong information about which tests are included, suggestions that conflict with blood result guidance). For power users in the WhatsApp group, the depth of engagement is high enough that these gaps become visible quickly. Joy's quality is the ceiling on NPS. Raising it from 43 to 50+ runs directly through Joy's memory, accuracy, and conversation evolution.
"Joy is amazing but does occasionally repeat itself and give wrong information about included tests." Trustpilot 4★
"Joy is not reliable — even conflicts with the recommendations in my blood work results." Trustpilot
"I want to search my previous Joy conversations. So I can re-read the advice." WhatsApp
Plan doesn't adapt to life — static in a dynamic world
High
WhatsApp Trustpilot
A specific and pointed signal from the WhatsApp group: a user ran a half marathon and returned to find their plan still showing race preparation tasks. "I feel like I haven't got any support or goals this week." The plan has no mechanism to recognise that a user's life has changed or that a task is no longer relevant. Joy can't fix it directly — it required manual team intervention. This is both a product limitation and a trust signal: users expect the product to listen. When it clearly hasn't, the sense of personalisation collapses entirely.
"I ran a half marathon and the app is still showing race prep tasks. Feels like no one's listening." WhatsApp
"I'd like to be able to tell the app when my week has changed and have it adapt." WhatsApp
Biomarker rating changes with no explanation — erodes clinical trust
High
WhatsApp
Multiple WhatsApp users noticed their biomarker ratings (oestradiol, cholesterol) changed without a new test. The clinical team had made a silent age-range adjustment, which is clinically correct — but the communication was reactive, not proactive. The fix happened in the WhatsApp group, not in the app. This creates a credibility problem: if a marker can change rating without explanation, users don't know what to trust. Additionally, when Do Health and NHS ranges disagree (MCV, MCH, ferritin), users have no framework for resolving the conflict. The product needs a protocol for both: proactive notification of any rating change, and clear guidance on how Do Health ranges relate to NHS ranges.
"My oestradiol went from poor to good without a new test. I'm more confused now than before." WhatsApp
"My MCV is poor on Do Health but normal on NHS. Who do I trust?" WhatsApp
Missing measurements — weight, BP, waist not in the app
Medium
WhatsApp Trustpilot
Users have these measurements taken at their clinic appointment but they never appear in the app. Multiple WhatsApp users explicitly asking for them to be integrated into their biological age results. This is a quick win — data is already collected, it just isn't surfaced. Users expect it to be there and are surprised when it isn't. Adding it gives users another dimension of progress to track between blood tests, which is exactly the feedback loop the product needs more of.
"My blood pressure was taken at my appointment but it's not in the app anywhere." WhatsApp
"I want to see weight, BP, and waist measurements in my results." WhatsApp
No community or peer group inside the product
Medium
Trustpilot WhatsApp
The WhatsApp group is proving the demand — users are actively helping each other navigate clinic locations, sharing results, discussing what's working, and providing accountability. This is a product feature waiting to be built, and users are building a DIY version of it outside the product. One Trustpilot user explicitly describes feeling lonely doing the programme with no one to share it with. The Do Health principles framework specifically identifies Connection as a core pillar. The product doesn't yet deliver on it.
"It would be great to have a community — I feel a bit lonely doing this on my own." Trustpilot
"The group here is providing the peer support the app itself doesn't." WhatsApp
User Requested Features
Specific asks across all sources
Features users suggested unprompted — not from prompted surveys.
Feature request Sources Frequency signal
Postcode checker before payment — let users confirm clinic availability before committing £249 Trustpilot App Store
More clinic locations — especially rural areas, Scotland, East Anglia, Bath, Cambridge, Plymouth All sources
PDF download of results — to share with GP or keep for personal records Trustpilot App Store
Full 50-biomarker retest — users with out-of-range results want to retest the full panel, not just 11 markers WhatsApp
Joy conversation history — search and re-read past Joy chats; ability to copy/paste advice WhatsApp Trustpilot
Stricter task personalisation — weekly tasks explicitly linked to out-of-range markers Trustpilot WhatsApp
Physical measurements in-app — weight, BP, waist circumference collected at clinic but not shown WhatsApp
Plan reset / manual override — ability to tell the app your week has changed WhatsApp
Dietary questionnaire — multiple selections — vegetarian + gluten-free users get irrelevant recommendations Trustpilot
Human clinician access — for out-of-range results users don't know whether to act urgently on Trustpilot
Community / peer group — formalise what the WhatsApp group already provides Trustpilot WhatsApp
What to Do About It
Five product decisions from qual feedback
Grounded in what users actually said — not what they were asked. Each decision is sequenced by impact. Click to expand the evidence and rationale.
The sequencing logic: Decisions 1 and 2 are front-door problems — they drive every 1-star review and prevent the product from getting a fair hearing. Decisions 3 and 4 are the gap between a good product and a great one — they explain why 4-star users don't give 5 stars. Decision 5 is the long-term strategic bet the data is already pointing to.
1
Fix the front door — OTP and support visibility
Every 1-star review. Zero product quality issues involved.
The decision
Two things must be true simultaneously: OTP failure rate drops to near-zero, and when failure does occur, visible in-product support is findable within seconds. Currently neither is true. The product itself is delivering — 86% of iOS reviews are 5-star and the content is overwhelmingly positive. The acquisition cost is being destroyed by a technical failure at the door that has no recovery path. This is not a product roadmap item. It is the precondition for everything else working.
Evidence from qual sources
"Paid £249. Never received the code. No support contact anywhere. I think this is a scam." Trustpilot 1★
"Emails to support bounced back as undeliverable." App Store 1★
What to ship
In-app support contact visible at the OTP screen. Fallback login method. OTP delivery reliability fix. Max 2-week timeline — this is not complex engineering.
100% of 1-star reviews
App Store + Trustpilot
"Scam" appears in 3 reviews
Zero product quality involved
2
Make clinic accessibility visible before payment
Consistent across all three sources. Mentioned at every star rating.
The decision
Users are making a £249 commitment without knowing whether a clinic is within reasonable distance. The postcode checker has been suggested independently by multiple users across Trustpilot and App Store without any prompting. This is a conversion and satisfaction fix simultaneously — it reduces post-purchase disappointment for users who can't access a clinic, and it builds trust during the purchase decision for those who can.
Evidence from qual sources
"Clinic locations should be visible before you pay. I nearly couldn't book at all." Trustpilot
"I had to do an 80-mile round trip. I made the effort but it's a lot to ask." Trustpilot
"Where are the clinics near me? Trying to recommend to family." WhatsApp
What to ship
Postcode checker on the landing page or checkout flow — before payment is committed. Show nearest clinic, distance, and availability. Longer-term: expand clinic network, prioritise flagged gaps (Scotland, East Anglia, Bath, Cambridge, Plymouth, rural areas).
All three sources
Every star rating
Suggested independently by users
Conversion + satisfaction fix
3
Close the result-to-recommendation gap — make personalisation visible
The primary reason users give 3–4 stars instead of 5.
The decision
Users can see their blood results and they can see their weekly tasks. They cannot see why one leads to the other. This makes the coaching feel arbitrary. The WhatsApp group provided direct proof that the fix works: when task cards were updated to show which biomarkers they target, users immediately reported increased motivation. The direction is validated — the job is to apply it consistently and deeply across the whole plan experience, not just the task cards.
Evidence from qual sources
"The assessment of my bloods is meant to be personalised. Except it isn't." Trustpilot 3★
"The new task cards showing which biomarker they target — very helpful, increased my motivation." WhatsApp
"Could have got the same recommendations from any private blood test." Trustpilot 3★
What to ship
Biomarker tags on all task cards (extend the fix already tested in WhatsApp group). Results-driven plan shortlist: after results arrive, Joy proposes a prioritised task set targeting the user's specific flagged markers. A results → plan transition moment — Joy bridges the gap between "here are your numbers" and "here's what to do about them" explicitly.
3★ and 4★ driver on Trustpilot
WhatsApp validation: fix works
Trust problem, not content problem
4
Invest in Joy's memory, accuracy, and clinical consistency
Joy is the ceiling on NPS. Its quality determines the top of the rating distribution.
The decision
Joy is universally loved and the reason users feel the product is worth the price. It is also the reason most 4-star users don't give 5 stars. The failure modes are specific: conversations that repeat rather than evolve, occasional inaccuracies about what tests are included, and suggestions that conflict with the blood result guidance elsewhere in the app. For power users, the depth of engagement means these gaps become visible quickly — and when Joy contradicts the results, it creates a trust conflict the user cannot resolve alone.
Evidence from qual sources
"Joy occasionally repeats itself and gives wrong information about tests that are included." Trustpilot 4★
"Joy is not reliable — conflicts with recommendations in my blood work results." Trustpilot
"I want to search my previous Joy conversations so I can re-read advice." WhatsApp
What to invest in
Memory depth — Joy should know what a user has shared, tried, and achieved across the programme. Accuracy on factual product claims (test inclusions, marker ranges, protocol details). Clinical consistency — Joy's recommendations should not conflict with the blood result guidance in the app. Conversation search and history for power users.
4★ ceiling driver
Trustpilot + WhatsApp
Joy = the moat
Continuous investment, not a project
5
Build the community layer the WhatsApp group is already proving
Users are building it themselves. Bring it inside the product.
The decision
The WhatsApp power user group is doing three things the product doesn't: peer accountability, shared learning (sharing results, what worked), and emotional support ("I felt lonely doing this alone"). This is happening entirely outside the product. The Do Health principles framework names Connection as a core pillar — "loneliness activates the body's sympathetic threat response." The product doesn't currently deliver on it. The commercial case: users who are accountable to peers retain longer and refer more. The activation question is what form this takes — a community feature, cohort groups, or a facilitated programme — not whether to build it.
Evidence from qual sources
"It would be great to have a community. I feel a bit lonely doing this with no one around me doing it too." Trustpilot
"The WhatsApp group is providing the peer support the app itself doesn't." WhatsApp
"HbA1c down 2.88 — posted in the group and everyone wanted to know more." WhatsApp
Direction
Don't replicate the WhatsApp group — bring the best of it inside the product. Start with something lightweight: shared milestones, cohort matching by programme stage, or a structured way for users to share BT results voluntarily. The full community feature is a longer-term build; the lightweight version is a Q3 bet.
Demand already proven
Trustpilot + WhatsApp
Rangan's Connection pillar
Retention + referral lever