RP Diet Coach & Planner is a nutrition-tracking app for bodybuilders and weight-loss seekers that provides automated, science-backed macro adjustments on iOS and Android.
The App DNA
What makes this app unique?
The app removes the cognitive load of manual diet planning by providing a structured, data-driven framework that adjusts targets based on weekly progress.
For Individuals focused on bodybuilding, fat loss, or muscle gain who prioritize evidence-based, data-driven nutrition planning.
What does it look like?
Key features
App updates calorie and macro targets weekly based on user progress data.
Computer vision extracts macro data from physical food labels.
Provides specific timing for nutrient intake to align with fitness goals.
How much does it cost?
Subscription-only model with auto-renewal, focusing on recurring revenue for ongoing coaching services.
Velocity
Maintenance developmentperformanceUX improvementsShow more...
The app maintains a maintenance-level cadence, with two releases shipped over the observed window. Development is currently focused on addressing stability issues, such as resolving crashes during diet setup and correcting calculation errors in progress tracking. The release frequency remains consistent with a maintenance profile, prioritizing technical refinement over new feature expansion. There is no evidence of live-ops activity or significant new content additions in the recent update history.
Who built it?
RP Strength
3 apps tracked · Health & Fitness
RP Hypertrophy
RP Diet Coach & PlannerUser Sentiment
What do users think recently?
The recent review mood reads frustrated. Users appreciate the core diet philosophy and macro tracking structure provide effective results for users seeking weight loss and automated macro adjustments based on user progress reduce the cognitive load of manual diet planning, but report the recent interface redesign makes navigation cumbersome and hides previously accessible features behind extra clicks.
How are ratings & reviews evolving?
What users say, by theme
- The core diet philosophy and macro tracking structure provide effective results for users seeking weight loss
- Automated macro adjustments based on user progress reduce the cognitive load of manual diet planning
- The recent interface redesign makes navigation cumbersome and hides previously accessible features behind extra clicks
60 of 100 recent reviews analyzed · high confidence · Frustrated overall
Read the full review analysisUnlock 2 more frustration themes and 2 user requests, each backed by review evidence.
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Competitive landscape for RP Diet Coach & Planner
How's the Health & Fitness market?
RP Diet Coach & Planner maintains a 4.41 rating on iOS and 3.68 on Android across 18,235 total ratings. The significant rating gap between platforms suggests that recent UI changes have disproportionately impacted the Android user experience.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for RP Diet Coach & Planner
Where is it heading?
The nutrition-tracking market is consolidating around apps that offer lower friction for daily logging. RP Diet Coach & Planner's maintenance-mode cadence and recent UI regressions leave it exposed to rivals that offer more intuitive experiences, risking a loss of its core power-user base.
- UI redesign complaints (cumbersome navigation) erode the daily logging habit, which compounds the rating drag visible on Android.
- Macro calculation bugs in the latest release cause data inaccuracy, leading to user frustration and increased churn.
The SWOT
- Automated weekly macro adjustments reduce cognitive load
- Science-backed meal timing guidance reinforces brand authority
- AI-driven label scanning reduces logging friction
- Implement dark mode to address eye-strain complaints
- Introduce quick-add feature for ad-hoc snacks
Next best moves
Revert or simplify the recent UI navigation flow because it is the top-cited complaint → reduce churn
+ 1 more prioritized moveThe counter-intuitive read
The subscription-only model is not the primary churn risk…
Read the full takeBottom line
Simplifying the UI navigation would address the primary churn driver, while introducing a trial period would lower the barrier to entry. Prioritizing these fixes will stabilize the user base and improve conversion rates for the subscription-only model.
Unlock 3 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
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Report last updated