Businesses win.sh can run

AI business operating system

for SaaS, apps, stores, and creators

win.sh maps the product, the channels, the accounts, the budget, and the proof for every company. Then the assistant can build, publish, sell, measure, and improve without losing the plot.

2Live
23Work in progress
23Planned

The whole loop

Launch it, sell it, watch the dollars.

Launch

Create the app, site, store, listing, content, book, or service workflow.

Distribute

Use search, email, marketplaces, social channels, partners, and paid tests.

Measure

Track revenue, traffic, usage, conversion, spend, fees, and profit.

Improve

Ship changes, pause waste, double down on winners, and keep the company memory fresh.

The split

One company, many offers, many channels.

A YouTube channel can be the product, the ad channel, the proof engine, or all three. The same is true for Shopify, Amazon, KDP, app stores, and social accounts.

Business

The durable brand, legal entity, or operating context the assistant remembers.

Offer

The thing customers buy, subscribe to, read, watch, use, book, or fund.

Format

The shape of the offer, such as software, app, file, book, content, service, or product.

Monetization

Subscription, usage, single sale, ads, sponsor, affiliate, royalty, retainer, or take rate.

Asset

Domain, app listing, store, seller account, social account, newsletter, or community.

Channel

Places where customers discover, buy, receive, return, ask, and trust.

Role

Acquisition, sales, product surface, monetization, fulfillment, retention, support, or proof.

Evidence

Website copy, connected accounts, products, traffic, revenue, listings, and owner edits.

Operating loop

Business type is step one. Running it is the job.

For every company, win.sh needs to know the product and the whole loop around it: who it is for, how it is built, how it ships, where demand comes from, what it costs, and whether it is profitable.

Live

Map the model

Separate product, account, channel, monetization, your rules, and proof from connected data and your edits.

Work in progress

Validate the bet

Size demand, inspect competitors, define the first offer, and decide what must be true before spending more.

Work in progress

Build the product

Create the SaaS, app, store, content, listing, or service process to the quality bar the business needs.

Work in progress

Test the workflow

Run functional checks, visual checks, mobile checks, and business acceptance tests before launch.

Planned

Publish the asset

Submit apps, listings, pages, products, books, or videos through the right accounts once authority allows it.

Work in progress

Run distribution

Use owned pages, search, content, email, paid ads, marketplaces, partners, and social channels for demand.

Work in progress

Measure usage and conversion

Track traffic, activation, retention, checkout, subscriptions, ad performance, and customer behavior.

Work in progress

Watch budget and profit

Connect spend, revenue, fees, margins, and payback so the assistant can stop losing bets early.

Planned

Support customers

Handle feedback, refunds, reviews, replies, incidents, and operational chores without losing context.

Work in progress

Loop and improve

Turn results into tasks, product changes, better ads, better listings, and next budget decisions.

App company example

For an iOS or Android app, the loop is explicit.

A baby tracker style app is not just code. win.sh must manage product quality, store release, acquisition, conversion, budget, profitability, and the next build.

Product build

Build the app with real features, data model, onboarding, settings, subscriptions if needed, and production polish.

Work in progress
Design quality

Review flows, visual hierarchy, empty states, accessibility, and store screenshots before shipping.

Work in progress
Test and verify

Run automated tests, simulator checks, device checks, visual QA, and release acceptance.

Work in progress
iOS publishing

Prepare App Store Connect metadata, builds, review submission, release notes, and phased rollout.

Planned
Android publishing

Prepare Google Play listing, builds, tracks, release notes, and rollout.

Planned
Distribution

Run store optimization, landing pages, content, referrals, Meta ads, and other paid tests with capped budget.

Work in progress
Usage and conversion

Monitor installs, activation, retention, subscription conversion, churn, reviews, and acquisition cohorts.

Work in progress
Budget and profit

Compare ad spend, store fees, subscriptions, refunds, support cost, payback, and runway.

Work in progress
Loop

Ship changes, pause bad spend, double down on winners, and keep the company memory current.

Work in progress
Loop catalog

50 loops keep the company moving.

50

loop packs mapped in win-loops

Business type tells win.sh what the company is. Loops tell the assistant what to watch, when to act, what proof to save, and when to check whether the action worked.

Engineering

7 loop packs

Keep the product fast, reliable, secure, and patched when real users hit problems.

  • Bug Autofix
  • Broken Flow Repair
  • Performance Fix

SEO

7 loop packs

Find search opportunities, refresh pages, improve internal links, and verify delayed results.

  • SEO Growth
  • Content Refresh
  • Technical SEO

Growth

6 loop packs

Watch activation, conversion, pricing, traffic, attribution, and winback opportunities.

  • Activation Optimizer
  • Conversion Optimizer
  • Traffic Growth Optimizer

Customer

7 loop packs

Turn support, feedback, churn, reviews, docs gaps, and feature requests into action.

  • Feedback to Fix
  • Churn Reason Mining
  • Support Quality

Finance

5 loop packs

Track revenue movement, failed payments, margins, disputes, refunds, abuse, and fraud.

  • MRR Anomaly
  • Failed Payment Recovery
  • Margin Watch

Ads

3 loop packs

Guard paid spend, match ads to landing pages, and test creative under clear caps.

  • Ads Budget Guard
  • Creative Testing
  • Landing Page Match

Sales

4 loop packs

Keep leads, outbound, deliverability, and CRM next actions from going stale.

  • Lead Follow-up
  • Email Outreach
  • CRM Hygiene

Product

4 loop packs

Spot usage drops, quality decline, roadmap drift, and release notes worth sending.

  • Usage Drop Watch
  • Quality Regression
  • Roadmap Reality Check

Ops

7 loop packs

Review decisions, competitors, connectors, compliance, backups, and stale company memory.

  • Weekly Business Review
  • Integration Health
  • Knowledge Hygiene
Support matrix

What we can map now.

Live means win.sh can operate with current context, website, revenue, traffic, memory, approvals, and connected account data where available. Work in progress means the model is defined and specialized actions are being added one by one.

Live Work in progress Planned

Software and apps

Products people use through a web, mobile, desktop, API, or developer surface.

  • SaaS on your own domainLive
  • Web app or portalLive
  • API or data productWork in progress
  • iOS and Android appWork in progress
  • Desktop appPlanned
  • Browser extensionPlanned
  • Developer toolWork in progress
  • Automation or pluginWork in progress

Digital products and education

Files, knowledge, publishing, courses, templates, and intellectual property.

  • Digital downloadWork in progress
  • Template or asset packWork in progress
  • Self paced courseWork in progress
  • Cohort or workshopPlanned
  • Amazon KDP accountPlanned
  • Audiobook or audio productPlanned
  • Paid report or researchWork in progress
  • License or royalty productPlanned

Commerce and physical products

Stores, marketplaces, shipped goods, subscriptions, maker products, and wholesale.

  • Shopify shopWork in progress
  • Custom ecommerce storeWork in progress
  • Amazon seller accountPlanned
  • Marketplace sellerPlanned
  • Etsy or maker shopPlanned
  • Print on demandPlanned
  • Subscription boxPlanned
  • Retail or wholesalePlanned

Services and expertise

Businesses where the offer is work, judgment, delivery, access, or operating help.

  • Consulting websiteWork in progress
  • AgencyWork in progress
  • Productized serviceWork in progress
  • Coaching or trainingWork in progress
  • Local service businessPlanned
  • Audit or diagnostic offerWork in progress
  • B2B lead generationPlanned
  • Managed operationsWork in progress

Creator and media

Audience led businesses where attention, trust, and content create revenue.

  • YouTube channelWork in progress
  • Newsletter or blogWork in progress
  • PodcastPlanned
  • Instagram or TikTok accountWork in progress
  • Twitch or live channelPlanned
  • Paid community or PatreonPlanned
  • Affiliate or review siteWork in progress
  • Sponsor driven mediaWork in progress

Platforms and complex models

Businesses with multiple sides, bookings, member supply, rights, or extra guardrails.

  • MarketplacePlanned
  • DirectoryWork in progress
  • Job boardPlanned
  • Booking platformPlanned
  • Events or experiencesPlanned
  • Community businessWork in progress
  • Regulated businessPlanned
  • Franchise or multi locationPlanned
Distribution

Channels are roles, not business types.

Every asset is tagged by its job. The assistant should know whether a channel brings demand, takes payment, delivers the product, keeps users, or proves traction.

Owned

  • Domain
  • Landing pages
  • Checkout
  • Search pages
  • Docs
  • Email list
  • Community

Marketplaces

  • App Store
  • Google Play
  • Shopify
  • Amazon
  • Etsy
  • Gumroad
  • Udemy
  • KDP

Social and content

  • YouTube
  • Instagram
  • TikTok
  • LinkedIn
  • X
  • Podcast apps
  • Twitch
  • Pinterest

Sales and growth

  • Search
  • Paid ads
  • Outbound
  • Partners
  • Affiliates
  • Influencers
  • Referrals
  • Events

Delivery and retention

  • Web app
  • Mobile app
  • Download
  • Shipping
  • Fulfillment
  • Support
  • Newsletter
  • Membership

Channel roles win.sh tracks

AcquisitionSalesProduct surfaceMonetizationFulfillmentRetentionSupportProof
Same asset, different job

A YouTube channel is not always the company.

win.sh should ask what the channel does before deciding how to run it.

YouTubeThe product

Revenue comes from ads, sponsors, memberships, and product placements.

YouTubeAcquisition

Videos bring buyers to a SaaS, app, course, or consulting offer.

YouTubeCommerce

Content sends demand to Shopify, Amazon, TikTok Shop, or affiliate links.

Operating rule

Every new supported business type updates this page.

When win.sh adds a connector, a workflow, or a new business model map, this page should change in the same pull request.

See changelog