GymPulse: Boutique Gym Member Retention & Analytics Hub

A manager-facing hub that explains attendance-based risk flags, supports consent-checked outreach, and records member responses in one place.

Internal ToolHealthcare & WellnessTiered monthly fee by location and active membership count
MVP time4-6 weeks
DifficultyModerate
Infra cost$5-$84
RevenueTiered monthly fee by location and active membership count
Review the decision summary
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Updated August 2, 2026

Decision snapshot

Is this worth validating?

Build this if

Gym managers already export check-in data and regularly contact members whose attendance falls.

Avoid this if

The gym cannot access visit history or wants a complete billing and class-management replacement.

Validate first

Give a manager one month of sample check-ins and test whether they can find, explain, and contact a useful cohort in under ten minutes.

Problem and target customer

Why this exists

Customer problem

Boutique gym teams often discover disengagement only after a member has stopped visiting because check-ins, membership status, and outreach notes are reviewed separately.

Who pays

Owner-operated gyms and fitness studios with recurring memberships, digital check-in history, and a manager responsible for retention.

Business model

Monthly subscription per gym location

Editorial note

The product decision is to make churn review explainable before making it predictive. A manager should trust a flag because the relevant visits and threshold are visible, not because a score appears authoritative.

The first validation question is operational: does a reviewed attendance cohort help staff contact the right people faster? Billing, scheduling, and sophisticated attribution would blur that test.

Choose your next step

What do you need next?

Evaluate the operating tradeoffs quickly, or inspect how to build the MVP.

Evaluation preview

What would it take to run?

Directional infrastructure estimates for the current 1,000 member evaluations assumption. Open the full calculator when you are ready to change it.

Open full cost and deployment
ManagedSelected
$10-$35/ month

Run the web app and Postgres as managed services with enough capacity for the initial member evaluations.

Lowest operating effort
Lean self-hosted
$5-$12/ month

Operate the app, database, and scheduled jobs on one small server with manual backups.

Lowest baseline cost
More control
$40-$84/ month

Separate application and data capacity, add managed database backups, and retain room for a worker.

Most separation and control

Build blueprint

Build the first paid use case

Product goal

Who it serves and what it must change

Target user
An owner or manager of a boutique gym who reviews attendance and runs member retention outreach.
Problem
Falling visit frequency is often noticed late because membership records, check-ins, and staff notes live in separate tools.
Measurable outcome
In a usability test, a manager can import recent visits, explain why a member is flagged, approve a cohort, and record an outreach result without editing raw data.

MVP scope

What ships now and what waits

Included

  • CSV member and visit import with row-level validation
  • Configurable inactivity and attendance-decline rules
  • At-risk cohort review with reason codes and staff notes
  • Campaign draft, recipient approval, send status, and outcome logging
  • Basic retention counts by membership plan and risk reason

Excluded

  • Predictive churn scoring
  • Automated discounts or membership changes
  • Full gym billing and class scheduling
  • Multi-channel marketing journeys

UX and user flow

Screens, actions, and states

Import Check-ins

Map member and visit columns, preview errors, and commit a valid batch.

Upload CSVMap columnsDownload rejected rowsCommit import
Retention Queue

Show members who meet a selected risk rule with the attendance facts behind the flag.

Filter by reasonOpen member historyAdd staff noteSelect recipients
Campaign Desk

Review message content and recipient consent before sending.

Edit messageRemove recipientApprove sendPause campaign
Outcome Log

Record responses and compare contact outcomes without claiming causation.

Mark responseRecord return visitFilter by campaignExport results

Primary flow

  1. Import members and dated visits
  2. Run deterministic risk rules
  3. Review each flag and assemble an approved cohort
  4. Send one campaign and record delivery or response outcomes

Loading, empty, and error states

  • Import pending
  • Import needs correction
  • Eligible for review
  • Excluded from contact
  • Approved for outreach
  • Sent
  • Delivery failed
  • Response recorded

Core entity outline

Entities and business rules

Member

Stores membership status, plan, contact consent, and stable external identifier.

Fields
external_id, name, email, plan_id, membership_status, contact_consent
Relations
Has many Visits, May appear in CampaignContacts
Visit

Captures a dated check-in used by retention rules.

Fields
member_id, visited_at, source_batch_id
Relations
Belongs to Member, Belongs to ImportBatch
RiskSnapshot

Preserves a rule result and the facts shown to staff at evaluation time.

Fields
member_id, rule_key, evaluated_at, reason, status
Relations
Belongs to Member, May seed one CampaignContact
RetentionCampaign

Holds approved message content and lifecycle.

Fields
name, message_body, status, approved_by, sent_at
Relations
Has many CampaignContacts
CampaignContact

Tracks one member's eligibility, delivery state, and response.

Fields
campaign_id, member_id, consent_checked_at, delivery_status, response_outcome
Relations
Belongs to RetentionCampaign, Belongs to Member

Business rules

  • A risk flag must reference a named rule and the visits used to produce it.
  • Members without contact consent cannot be approved for sending.
  • A campaign is immutable after sending except for delivery and response fields.
  • Duplicate visits with the same member, timestamp, and source batch are rejected.
  • Removing a member from a cohort never changes membership status.

Architecture and data flow

Components, integrations, and controls

Manager web app

Handles imports, explainable cohort review, campaign approval, and outcome reporting.

Application API

Enforces gym-scoped access, import idempotency, and campaign state transitions.

Postgres database

Stores members, visits, snapshots, campaigns, consent, and outcomes.

Risk evaluator

Runs scheduled deterministic rules and writes reasoned snapshots.

Email adapter

Sends approved messages and converts provider webhooks into delivery states.

Integrations

  • Required: an email provider for campaign delivery and webhooks.
  • Optional after validation: a gym system CSV export; direct vendor sync is outside the MVP.
  • Optional automation may relay approved contacts or staff alerts, but it must not choose who is contacted.

Data flow

  1. A validated CSV creates or updates members and appends deduplicated visits.
  2. The evaluator reads active memberships and recent visits, then writes a RiskSnapshot with reason codes.
  3. A manager selects snapshots, confirms consent, and creates CampaignContacts.
  4. The email adapter sends only approved contacts and records delivery webhooks.
  5. Staff attach responses or later visits to the contact outcome view.

Failure handling

  • Keep invalid import rows out of committed data and offer a downloadable error file.
  • Mark provider timeouts as retryable without creating duplicate sends.
  • If a webhook signature fails, quarantine the event and leave the prior delivery state unchanged.

Security

  • Scope every query to the gym account.
  • Restrict exports and campaign approval to manager roles.
  • Encrypt transport and avoid placing health information in campaign copy.
  • Store consent checks and operator identity for every send.

Rate limits

  • Limit imports by file size and row count.
  • Throttle campaign sends per gym and honor provider limits.
  • Debounce repeated risk evaluations for the same attendance batch.

Deliverables and acceptance

Definition of done for the MVP

Deliverables

  • Responsive manager dashboard
  • CSV import mapper and error report
  • Deterministic risk evaluator
  • Campaign approval and email adapter
  • Seed data and deployment instructions

Acceptance criteria

  • A manager can see the exact inactivity or decline rule behind every flag.
  • A member without consent cannot enter an approved send batch.
  • Re-uploading the same visit batch does not duplicate visits or risk snapshots.
  • A simulated email timeout can be retried without sending twice.
  • Campaign results separate delivery, reply, and recorded return-visit outcomes.

Recommended stack

Enough technology for the first version

Web application

Next.js and TypeScript

Supports an authenticated operations interface, import actions, and server-rendered reporting.

Data and auth

Postgres with Supabase Auth

Keeps gym-scoped relational history and role-based access in one beta-friendly layer.

Background work

Scheduled Node worker

Evaluates risk rules and retries email delivery outside page requests.

Messaging

Resend

Provides email delivery and signed status webhooks for approved campaign contacts.

Why this is sufficient

A relational core preserves the exact visits, rule results, consent checks, and campaign states that managers must be able to explain; a small worker handles evaluation and retries.

Not required for the MVP

LLM APIObject storage for the core workflowPredictive analytics serviceReal-time event streaming
Next stepTurn the blueprint into an execution plan

Copy the build prompt, model the operating cost, and choose where to deploy.

Build and ship

Execution

Build, price, and deploy the MVP

Once the blueprint is clear, use the prompt, cost model, and deployment options to start building.

Build prompt

Copy this into a builder

Use Lovable for the first authenticated operations prototype because the main risk lies in making attendance signals explainable and the outreach flow fast for a gym manager.

Build prompt

Your build prompt is ready

Open the prompt pack whenever you are ready to take this blueprint into your builder.

Based on the blueprintReady for your builderFollow-up steps included

Cost calculator

Model the MVP operating cost

A technical run-cost estimate for the first production version. Team, acquisition, payment fees, and business COGS are excluded.

Estimated monthly total$10-$35

$10-$35 per 1,000 member evaluations

Member evaluations per month1,000 member evaluations
Selected pathEasiest
Pricing checkedAug 2, 2026

Usage assumptions

Use beta workload metrics when available.

Infrastructure approach
Run the web app and Postgres as managed services with enough capacity for the initial member evaluations.
Cost breakdown

$10-$35 per month

Low and high values allow for usage variance and plan headroom.

Managed Railway deployment

Run the web app and Postgres as managed services with enough capacity for the initial member evaluations.

5K member evaluations included, then $5-$15 per 5K member evaluations
$10-$35
Retention email delivery

Sends approved re-engagement messages and delivery-status webhooks; the range spans free allowance and the first paid tier.

3K member evaluations included
$0

Included

  • Web runtime and relational database
  • Scheduled risk evaluations
  • Retention email delivery allowance
  • Basic logs and backups

Not included

  • Staff time
  • Member acquisition
  • SMS fees
  • Gym-management vendor access
  • Custom data migration

Pricing basis

The estimate combines the selected infrastructure path, required operating modules, selected optional modules, and usage above included monthly allowances. Taxes and regional uplifts are excluded.

Deployment options

Pick the operational tradeoff

Choose based on operating preference, not only the headline price.

EasiestRecommended

Railway

Deploy the retention dashboard with managed runtime, Postgres, environment variables, and logs in one project.

About $10-$35/month at beta usage

Good fit

  • Fast handoff
  • Managed services
  • Simple scaling

Limitation

Usage-based compute can become less predictable as traffic grows.

Cheapest

Vultr

Run the app, worker, and database on one small Vultr VPS with Docker Compose and explicit backups.

About $5-$12/month before backup add-ons

Good fit

  • Low fixed cost
  • Simple server
  • Predictable bundles

Limitation

The operator owns database maintenance, monitoring, and recovery drills.

More control

DigitalOcean

Separate application, worker, data, storage, and backup responsibilities as the workload grows.

About $40-$84/month for separate app and data capacity

Good fit

  • Service isolation
  • Managed database option
  • Capacity headroom

Limitation

More components increase setup and operational work.