GITNUXSOFTWARE ADVICE
Wellness FitnessTop 10 Best Nutrition Coaching Software of 2026
Ranked nutrition coaching software tools for coaches and studios, with feature comparisons and a top 10 list covering Nutrium and My PT Hub.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
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Nutrium is the best pick for dietitians who want repeatable nutrition coaching workflows across many clients and coaches, whereas My PT Hub fits teams that need consistent nutrition plan delivery with check-ins and client messaging in one place.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Nutrium
Template-driven meal plan generation tied to structured client check-ins for consistent guidance delivery.
Built for fits when practices need repeatable coaching workflows across many clients and coaches..
That Clean Life
Editor pickMeal plan templates that preserve client nutrient target consistency across weekly plan updates.
Built for fits when coaches run recurring clean meal plans with check-ins as the main delivery rhythm..
My PT Hub
Editor pickClient progress reports generated from check-ins to keep session updates consistent across a caseload.
Built for fits when teams need consistent nutrition plan delivery, check-ins, and client messaging..
Related reading
Comparison Table
Nutrition coaching software tools combine plan building with client monitoring, habit tracking, and message workflows that reduce manual admin for coaching teams. This ranked list focuses on decision criteria like data model fit, automation rules, and integration options, with each entry evaluated for how it provisions and manages client data across telehealth and practice workflows.
Nutrium
vertical specialistNutrition software for dietitians providing meal planning, client monitoring, and telehealth features.
Template-driven meal plan generation tied to structured client check-ins for consistent guidance delivery.
Nutrium centers on client journey execution, from intake capture to nutrient targets and follow-up reports. Meal plan builder and recipe library features help coaches generate structured guidance instead of one-off notes, and client views keep the plan and next steps in one place. Progress check-ins tie back to adherence and body measurement tracking, which reduces manual spreadsheet reconciliation.
A key tradeoff is workflow complexity during initial setup, because consistent templates and intake requirements must be configured before coaches scale delivery. Nutrium fits best when a practice needs repeated coaching patterns across many clients, such as ongoing weight management or performance nutrition programs.
- +Workflow from intake to check-in creates consistent coaching cycles
- +Recipe and meal plan builder supports portion and dietary preference constraints
- +Client reporting ties adherence and progress to coach messaging
- +Role-based access controls support multi-coach practices
- –Initial template and intake configuration takes time for new teams
- –Advanced integrations require stronger operational setup than basic imports
- –Customization beyond templates can slow down rapid one-off coaching
- –Some reporting formats need coaching workflow discipline to stay consistent
Private practice dietitians
Scale meal plans across caseload
More consistent follow-ups
Health coaching teams
Run asynchronous nutrition programs
Higher engagement between visits
Show 1 more scenario
Clinic operations staff
Manage multi-coach client assignments
Fewer assignment mix-ups
Access controls support coach-client boundaries and consistent program templates.
Best for: Fits when practices need repeatable coaching workflows across many clients and coaches.
More related reading
That Clean Life
vertical specialistMeal planning software for nutrition professionals and health coaches.
Meal plan templates that preserve client nutrient target consistency across weekly plan updates.
Coaches can create meal plan templates and adapt them per client with dietary preference filters and portion guidance baked into the planning flow. The system keeps nutrient targets consistent across updates so client records stay aligned with calorie and macronutrient targets during check-ins. It is a strong fit for asynchronous coaching where weekly plans and follow-ups are the core service delivery mechanism.
A tradeoff appears in deeper clinical workflows, because medical nutrition therapy style documentation and EHR-grade integration are not positioned as primary strengths. It fits well for small coaching practices running repeated clean meal plans where adherence tracking and plan adjustments matter more than complex clinical routing.
- +Meal plan templates reduce repetition across coaching cycles
- +Client updates stay consistent with calorie and macronutrient targets
- +Recipe library supports fast plan assembly for follow-on weeks
- +Adherence check-ins connect to ongoing behavior change coaching
- –Limited suitability for medical nutrition therapy documentation depth
- –Dietary preference filters may not cover complex allergen scenarios
- –Automation depth is lighter than systems built for multi-stage programs
- –Requires disciplined plan setup to keep targets synchronized
Independent nutrition coaches
Weekly clean meal planning with check-ins
Faster plan iteration, tighter adherence
Small coaching teams
Standardize onboarding into meal templates
Consistent coaching delivery
Show 1 more scenario
Group program facilitators
Track progress during cohort meal cycles
More uniform follow-through
Habit-style check-ins map to ongoing behavior change coaching across the cohort timeline.
Best for: Fits when coaches run recurring clean meal plans with check-ins as the main delivery rhythm.
My PT Hub
SMBPersonal training software with nutrition plans, habit tracking, and client communication.
Client progress reports generated from check-ins to keep session updates consistent across a caseload.
My PT Hub organizes nutrition work into a coach-led sequence from intake through execution with structured plan elements and recurring updates. Client progress check-ins feed into client-facing summaries that reduce manual copy work between sessions. Messaging and appointment scheduling support asynchronous coaching and recurring touchpoints for plan adherence.
A tradeoff is that My PT Hub centers on coaching operations instead of deep clinical decision support for medical nutrition therapy workflows. It fits well for practices that need reliable nutrition plan execution and reporting across multiple clients with consistent templates.
- +Structured coaching workflow from intake to recurring check-ins
- +Client progress reports reduce manual session recap work
- +Meal plan builder supports consistent plan execution
- +Built-in messaging supports asynchronous coaching continuity
- –Medical nutrition therapy workflows lack deep clinical tooling
- –Nutrition-specific customization can require more template discipline
- –Wearable and EHR automation are not the focus of the core workflow
- –Advanced reporting flexibility is limited versus spreadsheet exports
Independent nutrition coaches
Run recurring adherence check-ins
Fewer recap mistakes
Small nutrition practices
Standardize plan templates for clients
More consistent coaching
Show 1 more scenario
Telehealth coaching teams
Deliver asynchronous nutrition messaging
Higher engagement between sessions
Coordinate plan updates with messaging so clients receive guidance between appointments.
Best for: Fits when teams need consistent nutrition plan delivery, check-ins, and client messaging.
Trainerize
SMBFitness coaching software with nutrition tracking, habit coaching, and client programming.
Nutrition coach workflow combines intake capture, target setting, and check-in scheduling into a single client timeline.
Trainerize targets nutrition coaching workflows with client-facing meal plan and tracking tools plus coach-side guidance and messaging. Its core distinction is how it ties client intake, nutrition targets, habit and adherence tracking, and progress check-ins into a single coaching timeline.
Coaches can run asynchronous nutrition support with structured check-ins and client reports. Trainerize also supports operational controls for multi-coach organizations through role-based access and admin settings.
- +Client meal plans and tracking connect to coach check-ins
- +Configurable nutrition and habit targets support structured adherence tracking
- +Asynchronous client messaging fits ongoing nutrition coaching
- +Organization controls support multi-coach setups with role-based access
- –Complex workflows require careful upfront configuration and governance discipline
- –Some advanced integrations depend on external tooling or connector setup
- –Custom nutrition content can be slower than template-driven coaching
- –Reporting granularity can lag behind coaching-specific spreadsheet needs
Best for: Fits when coaching teams need structured client check-ins with repeatable meal plans and messaging workflows.
Mealify
vertical specialistMeal planning and nutrition coaching software for dietitians and health coaches.
End-to-end coaching loop that ties meal plan builder outputs to nutrient targets and recurring client progress reports.
Mealify supports nutrition coaching workflows that convert client intake into meal planning, targets, and ongoing check-ins. Mealify’s core flow centers on nutrient target setting, food diary and adherence tracking, and recurring client progress reporting.
Mealify also includes automated messaging and structured updates so coaches can run asynchronous coaching cycles without rebuilding each session. Mealify’s differentiator is how tightly meal plan building, target tracking, and client reporting connect into one coaching loop.
- +Coaching loop links meal plan building to target tracking and progress check-ins
- +Food diary and adherence tracking reduce manual data entry during coaching cycles
- +Structured client reports support consistent follow-up across the same program
- +Asynchronous messaging keeps clients in motion between scheduled interactions
- –Limited evidence of deep EHR or telehealth workflow integration for clinical teams
- –Advanced automation requires more setup than straightforward client note workflows
- –Recipe database breadth may be insufficient for coaches with highly specialized cuisines
- –Wearable and fitness tracker ingestion appears restricted versus dedicated tracking platforms
Best for: Fits when nutrition coaches need structured meal planning and reporting tied to client intake and adherence.
NutriDesk
vertical specialistPractice management and nutrition coaching software for dietitians and health coaches.
Client intake to coaching workflow mapping that ties intake details to meal plans and follow-up check-ins.
NutriDesk is a nutrition coaching software focused on managing client routines around dietary targets, check-ins, and messaging. It supports structured meal planning workflows and ongoing progress tracking so coaches can keep recommendations consistent across sessions.
NutriDesk also centers on client intake and habit adherence to connect assessment inputs to coaching actions. Client communication features support asynchronous coaching between appointments.
- +Meal plan builder supports repeatable client workflows across check-ins
- +Habit adherence tracking helps keep coaching actions aligned with goals
- +Client intake forms reduce manual handoff during onboarding
- +Asynchronous client messaging supports continuity between appointments
- –Limited visibility into automation rules and triggers across coaching steps
- –Recipe database depth may not match coaches with specialized dietary needs
- –Workflow customization can require manual process design per program
- –Integration surface for external systems like wearables appears narrow
Best for: Fits when solo coaches need structured meal planning, habit adherence tracking, and async client messaging.
Healthie
enterprisePractice management and electronic health record software for nutrition and wellness providers.
Customizable patient experience flows tied to structured coaching workflows through Healthie's API-backed extensibility.
Healthie is a nutrition coaching system that pairs client-facing experiences with admin controls for multi-coach practices. Core capabilities include guided client intake, asynchronous client messaging, and structured nutrition plan workflows built around targets and follow-ups.
Healthie also supports electronic document delivery and progress check-ins so coaching notes and client updates stay tied to each client record. Integration depth is driven by its API and app ecosystem for connecting telehealth, data sources, and other clinical tools used in nutrition care.
- +Client intake flows map directly into ongoing coaching artifacts
- +Asynchronous client messaging keeps plan questions inside the record
- +Automation supports recurring workflows for check-ins and plan updates
- +API enables custom integrations with clinical and data tools
- –Workflow setup requires careful configuration to avoid duplication
- –Dietary content coverage depends on how practices manage meal plans
- –Reporting breadth can feel limited compared with analytics-first systems
- –Advanced automation may require engineering effort for edge cases
Best for: Fits when small to mid-size nutrition practices need guided intake, record-linked coaching, and integration via API.
Evolution Nutrition
vertical specialistSaaS platform providing nutrition plan building, client management, and meal planning for fitness professionals.
Program templates that carry meal plan guidance and follow-up check-in structure across the client lifecycle.
Evolution Nutrition is a nutrition coaching software centered on structured client workflows and staff-facing program management. It supports client intake capture, nutrition goal setting, and ongoing check-ins that connect recommendations to measurable outcomes.
Coaching sessions are handled through built-in client messaging and appointment scheduling workflows rather than separate add-ons. The system also includes plan creation and adherence-style progress tracking to keep meal-plan guidance consistent across weeks.
- +Client intake forms map directly into ongoing coaching plans
- +Built-in client messaging supports asynchronous follow-up
- +Appointment scheduling reduces handoff friction between coach and client
- +Consistent plan and progress tracking for multi-week programs
- –Wearable and EHR integration pathways are not emphasized for automation
- –Recipe library depth and customization limits can constrain diet variants
- –Role-based access controls and audit trails are not clearly positioned
- –Mobile experience review is needed for on-the-go client check-ins
Best for: Fits when coaching teams need end-to-end client workflow from intake to progress checks.
Eat This Much
vertical specialistAutomated meal planning platform with a nutrition professional tier for client plan generation.
Rules-based meal plan generation that recalculates days and portions from updated constraints.
Eat This Much generates meal plans by automatically converting nutrition and food preferences into day-by-day recipes and portions. The core loop centers on target-based meal planning with adjustable rules for calories, macros, and dietary constraints, then exporting plans for client execution.
It also supports recipe sourcing and reuse so planners can iterate without rebuilding menus from scratch. Client coordination relies on user-facing plan sharing rather than deep clinical record workflows.
- +Target-driven meal plan generation from calorie and macro goals
- +Preference and restriction filters applied during planning
- +Recipe and portion selection reduces rebuild time
- +Plan outputs are easy to follow for client meal execution
- –Less suited for medical nutrition therapy style documentation
- –Limited governance controls for multi-coach teams
- –Automation and API surface are not geared for custom workflows
- –Client progress check-ins depend more on manual review
Best for: Fits when solo coaches need consistent meal-plan drafts from targets and dietary filters.
Practice Better
vertical specialistClient management software for nutritionists, dietitians, and wellness professionals.
Repeatable coaching program workflows that tie intake, meal planning, and check-ins to the same client timeline.
Practice Better is a nutrition coaching workflow tool designed for coaches who run structured client programs and want consistent follow-through. The software supports client intake, meal plan creation, and ongoing check-ins tied to measurable nutrition and behavior goals.
It also includes built-in messaging and progress reporting so clients receive guidance between sessions. The coaching model centers on repeatable templates and structured plan assignments rather than open-ended journaling.
- +Structured program templates reduce variability across client plans
- +Meal plan builder supports repeatable meal and guidance workflows
- +Built-in client messaging keeps coaching asynchronous
- +Progress reports consolidate check-in outcomes for ongoing decisions
- –Reporting depth can lag behind specialized analytics tooling
- –Integrations for wearable and EHR data are limited compared with niche systems
- –Advanced workflow customization requires careful configuration
- –Recipe and meal plan content management can become time-consuming
Best for: Fits when nutrition coaches need structured plans, templated assignments, and consistent check-ins.
Conclusion
After evaluating 10 wellness fitness, Nutrium stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right nutrition coaching software
This buyer's guide covers nutrition coaching software tools that coordinate intake, meal planning, targets, check-ins, and client messaging across Nutrium, That Clean Life, My PT Hub, Trainerize, Mealify, NutriDesk, Healthie, Evolution Nutrition, Eat This Much, and Practice Better.
It maps concrete workflow capabilities from meal plan templates to recurring progress reporting and API-driven extensibility so a practice can pick the right system for its coaching model.
Nutrition coaching platforms that turn client intake into meal plans, targets, and check-in workflows
Nutrition coaching software is used to run structured nutrition assessment inputs into dietary intake assessment workflows, food diary and adherence capture, and meal plan builder outputs that stay aligned with calorie and macro goals.
Tools in this space also schedule or trigger progress check-ins, generate client progress reports for coach follow-up, and keep client communication tied to the same client timeline. Examples include Nutrium, which runs template-driven meal plans connected to structured client check-ins, and Healthie, which pairs guided client intake with API-backed extensibility for record-linked workflows.
Evaluation criteria for nutrition coaching software workflows and coaching-to-reporting consistency
Nutrition coaching software succeeds when meal plan building, nutrient targets, and check-ins stay synchronized across repeated sessions for the same client.
These criteria focus on workflow control, repeatability, client-facing continuity, and integration depth where it actually shows up in daily operations for Nutrium, Trainerize, Healthie, and Eat This Much.
Template-driven meal plan generation tied to recurring check-ins
Nutrium generates meal plans from templates that link directly to structured client check-ins for consistent guidance delivery. That Clean Life also emphasizes meal plan templates that preserve client nutrient target consistency across weekly plan updates.
Client progress reporting generated from check-ins
My PT Hub produces client progress reports generated from check-ins to keep session updates consistent across a caseload. Practice Better consolidates check-in outcomes into progress reports that support repeatable program decisions.
Unified nutrition coach workflow timeline from intake to target setting to check-in scheduling
Trainerize ties client intake capture, nutrition target setting, and check-in scheduling into a single client timeline. Mealify similarly connects meal plan builder outputs to nutrient targets and recurring client progress reports into one coaching loop.
Asynchronous client messaging tied to the client record workflow
Nutrium keeps coaching asynchronous by pairing client messaging and appointment workflows with adherence and outcomes tracking. Trainerize and My PT Hub both support asynchronous coaching continuity by embedding messaging into the coaching workflow.
Practice governance controls for multi-coach operations
Nutrium supports role-based access controls designed for multi-coach practices and template consistency across caseloads. Trainerize also includes organization controls with role-based access and admin settings that support multi-coach organizations.
API-backed extensibility for record-linked and external workflow integration
Healthie is built for record-linked coaching with extensibility through Healthie's API and app ecosystem. This is where Healthie differs from tools like Eat This Much, which focuses on automated meal plan generation and plan exports for client execution rather than custom clinical workflow integration.
Choose a nutrition coaching system by matching its coaching loop to the practice workflow
A correct selection starts by mapping the intended coaching rhythm to the system's internal loop of intake capture, meal planning, target setting, and check-ins.
Different tools optimize different loops. Nutrium and Trainerize focus on workflow governance and structured timelines, while Eat This Much focuses on rules-based meal plan generation with plan sharing rather than deep record workflows.
Match the coaching loop style to the tool's workflow model
If coaching is run as a repeatable intake-to-check-in cycle across many clients, select Nutrium or Trainerize because both build meal plan guidance into scheduled check-ins tied to the same client timeline. If coaching is built around recurring clean-eating meal planning with weekly target consistency, That Clean Life aligns with that delivery rhythm through meal plan templates and habit-style progress check-ins.
Check whether progress reporting comes from structured check-ins or manual review
For practices that rely on consistent session recaps and caseload follow-through, prioritize tools that generate client progress reports from check-ins such as My PT Hub and Mealify. If client progress coordination relies more on plan sharing and manual review, Eat This Much will fit meal drafting needs more than structured clinical reporting cycles.
Verify the degree of clinical workflow depth before committing to medical nutrition therapy
If medical nutrition therapy workflows require deep clinical tooling, avoid relying on systems that explicitly lack that depth such as That Clean Life and My PT Hub. Healthie supports record-linked coaching with an API-driven ecosystem, and it is designed for guided intake mapped into coaching artifacts inside the record.
Decide whether multi-coach governance and access controls are mandatory
For multi-coach practices that need RBAC and template consistency across caseloads, Nutrium is built for role-based access controls and maintaining consistent templates. Trainerize also provides multi-coach controls through role-based access and admin settings, but advanced workflow complexity can require careful configuration.
Assess integration and automation needs against the tool's operational setup model
If external integrations and automation rules are required for operational workflows, prioritize Healthie for API-backed extensibility and consider that Mealify and Nutrium may require stronger operational setup for advanced integrations. If wearables and EHR automation are not the center of the workflow, tools like Evolution Nutrition and Practice Better can still support end-to-end intake, messaging, scheduling, and check-in structure.
Pick the meal planning engine that matches recipe and constraint complexity
For rule-based meal plan recalculation from updated constraints, Eat This Much targets that exact loop and generates day-by-day recipes with portion selection. For practices that need tighter binding between meal plan templates and nutrient target maintenance across weeks, That Clean Life and Nutrium provide template-driven planning that keeps targets consistent through update cycles.
Which practices and coaches benefit from specific nutrition coaching software patterns
Nutrition coaching software fits when coaching delivery depends on consistent nutrition assessment inputs and repeatable meal planning plus check-in reporting.
The best fit depends on whether the work is solo coaching with structured plans or multi-coach operations with governance and API-driven integration needs.
Multi-coach practices running standardized intake-to-check-in cycles
Nutrium fits multi-coach teams because it supports role-based access controls and repeatable coaching workflows that turn intake into structured client sessions and recurring progress check-ins. Trainerize also fits because its unified workflow timeline combines intake capture, target setting, and check-in scheduling under organization controls.
Coaches focused on weekly clean-eating meal plans with target consistency
That Clean Life fits coaches whose main delivery rhythm is clean meal plan updates with consistent calorie and macro targets. Its meal plan templates are designed to preserve nutrient target consistency across weekly updates tied to habit-style progress check-ins.
Coaches who need caseload-level progress reports tied to check-ins
My PT Hub fits teams that want client progress reports generated from check-ins to reduce manual recap work across a caseload. Practice Better fits program-based coaching because it ties intake, meal planning, and check-ins to the same client timeline with structured templates.
Practices that need record-linked coaching with integration via API
Healthie fits small to mid-size nutrition practices that want guided client intake mapped into client records with asynchronous messaging and progress check-ins. Healthie's API-backed extensibility supports connecting telehealth and clinical tools used in nutrition care workflows.
Solo coaches who want rules-based meal drafting from updated dietary constraints
Eat This Much fits solo coaches who need consistent meal-plan drafts from calorie and macro goals plus dietary preference and restriction filters. Its rules-based generation recalculates days and portions when constraints change, with client coordination focused on plan sharing.
Pitfalls that derail nutrition coaching software rollouts
Most selection failures come from choosing a tool that matches meal planning needs but not the required coaching loop, reporting workflow, or governance model.
Other failures happen when teams underestimate setup discipline for templates, intake configuration, and target synchronization across repeated weeks.
Choosing meal planning automation but underestimating governance needs for multi-coach teams
Systems like Eat This Much focus on rules-based meal plan generation and plan sharing rather than multi-coach governance controls, which can break consistency when multiple coaches manage the same caseload. Nutrium and Trainerize are built around role-based access and admin controls for multi-coach operations.
Assuming medical nutrition therapy workflows are fully supported
Tools like That Clean Life and My PT Hub prioritize meal planning and coaching workflows but do not position deep clinical tooling for medical nutrition therapy documentation. Healthie better aligns with record-linked coaching and API-driven integrations for clinical workflows.
Treating templates as optional when the workflow depends on them for target consistency
If templates are not configured and maintained, target synchronization can drift across weekly plan updates in That Clean Life and can slow coaching iteration in Nutrium when teams start without ready templates. Nutrium and That Clean Life both require template discipline to keep guidance consistent across repeated check-ins.
Overestimating reporting flexibility for decision-making without aligning with export or analytics needs
Trainerize and My PT Hub both describe reporting granularity limitations relative to spreadsheet exports and specialized analytics needs. Mealify provides structured client reports tied to nutrient targets and check-ins, but advanced automation and deeper analytics may still require extra setup.
Buying an integration-first stack without planning for operational setup effort
Several tools signal that advanced integrations depend on stronger operational setup than basic imports, including Nutrium and Trainerize. Healthie reduces this risk for integration via API-backed extensibility, while NutriDesk and Evolution Nutrition keep wearables and EHR automation paths less emphasized.
How We Selected and Ranked These Tools
We evaluated each nutrition coaching software tool on features that directly support intake to meal planning to check-in reporting, plus ease of use for running those workflows, and value for daily coaching operations. Features carried the most weight at forty percent, while ease of use and value each accounted for thirty percent. The overall rating combines those categories into a single score using criteria-based editorial research grounded in the stated workflow capabilities, not private benchmark experiments.
Nutrium separated itself from lower-ranked tools because it combines template-driven meal plan generation with structured client check-ins and role-based access controls, which lifts both workflow repeatability and operational consistency for multi-coach caseloads. That blend of structured delivery and governance maps tightly to the highest-impact criteria, so it raised Nutrium's feature and ease-of-use performance more than tools that focus primarily on meal drafting or client messaging.
Frequently Asked Questions About nutrition coaching software
How do these tools structure nutrition coaching sessions around client check-ins?
Which platforms keep nutrient targets and meal plan templates synchronized across weeks?
When a practice needs asynchronous coaching between appointments, which systems support client messaging tied to outcomes?
How do nutrition coaching workflows differ between meal-plan-first and intake-first design?
What breaks if a coaching team needs deeper integrations instead of manual exports and plan sharing?
How do these platforms handle admin controls for multi-coach practices?
Which tools support data migration when onboarding an existing client database?
How do meal plan builders handle dietary preference filters and allergen management inputs?
Where does extensibility matter for nutrition coaching workflows beyond built-in templates?
Which system is better for generating client progress reports directly from coaching interactions?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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