Beta Testing by Product Type

What to beta test on a website, SaaS, web app, mobile app, Shopify store, Chrome extension and more. Each page ends with a test task you can send to your AI beta tester.

  • AI app testing — AI apps fail differently from regular software: the same input can give a different answer, and a confident wrong answer looks exactly like a right one. This guide covers what to test in an AI app or chatbot before launch and gives you a task your AI beta tester can run against it.
  • Android app beta testing — Android beta testing means getting a test build onto many different phones and finding what breaks before the public release. Here is how Google Play testing tracks work, what to test that is specific to Android, and a task your AI beta tester can run from your uploaded build or Play link.
  • API documentation testing — For a developer tool, the docs are the onboarding. If the quickstart fails on step three, most developers leave. This guide covers how to beta test API documentation and a developer portal, and gives you a task your AI beta tester can run with a sandbox API key.
  • Chrome extension beta testing — A Chrome extension runs inside other people's websites, so it breaks in ways a normal web app never does. This guide covers how to distribute a beta build, what to test in the popup, content scripts and options page, and a task your AI beta tester can run.
  • E-commerce checkout testing — The checkout is where an online store makes its money and where small bugs cost the most. This guide covers how to test a checkout end to end without real payments, which edge cases matter, and a task your AI beta tester can run on any e-commerce platform.
  • Fintech app testing — In a fintech product, a confusing screen is not just bad UX: it makes people doubt where their money is. This guide covers how to beta test a fintech web or mobile app safely in sandbox mode, what to check, and a task your AI beta tester can run with test accounts.
  • Flutter app beta testing — Flutter draws its own UI, so a Flutter app looks the same on iOS and Android until it touches the platform: plugins, permissions, navigation gestures, text scaling and the renderer. This guide explains what to beta test in a Flutter app, how to distribute release builds, and gives you a task your AI beta tester can run on both builds.
  • Game beta testing — A browser game lives or dies in its first few minutes: if loading drags, controls confuse or the tutorial breaks, players close the tab. This guide covers what to test in a web game beta, how to collect useful player feedback, and a task your AI beta tester can run.
  • iOS app beta testing — TestFlight is how almost every iOS app gets into beta testers' hands before the App Store. This guide explains how TestFlight testing works, what to check on iPhone that differs from Android, and how to run an AI beta test on a real iPhone from an uploaded .ipa build.
  • Landing page testing — A landing page has one job: make a visitor understand the offer and take the next step. Testing it means checking both that it works and that it is clear. This page covers what to check on a landing page before you send traffic to it, and a task your AI beta tester can run.
  • Marketplace testing — A marketplace is two products in one: a buying experience and a selling experience, joined by search, messaging and payments. This guide covers how to beta test both sides, the interactions between them, and a task your AI beta tester can run with a buyer and a seller test account.
  • Mobile app beta testing — Mobile apps reach testers through store testing tracks, run on hardware you do not control, and get interrupted constantly. This guide covers how to distribute a mobile beta, what to test that is specific to phones, and how an AI beta tester fits alongside your human testers.
  • PWA testing — A progressive web app is a website until the moment it is installed, and that moment is where most PWA bugs appear: a manifest that fails silently, a service worker that serves a stale version forever, or a standalone window with no way back. This guide lists what to test in a PWA on Android, desktop Chrome and iOS Safari, and gives you a task your AI beta tester can run in the browser.
  • React Native app beta testing — A React Native app ships from one JavaScript codebase but runs as two different native apps, and most beta bugs live in that gap. This guide covers how to build and distribute beta builds with Expo and EAS, what breaks differently on iOS and Android, and a task your AI beta tester can run on both builds.
  • SaaS beta testing — In a SaaS product the beta test that matters follows a new customer from signup to the moment they get value and decide to pay. This page explains what to test at each stage, how to set up test accounts and billing test mode, and gives you a task your AI beta tester can run against your app.
  • Shopify store testing — A Shopify store can look finished and still lose sales on a broken variant picker, a discount that does not apply or a shipping rate that is missing for one country. This page covers what to test in a Shopify store, how to test checkout safely, and a task your AI beta tester can run.
  • Web app beta testing — Web apps fail in ways websites do not: lost state, stale data, broken sessions and actions that half-complete. This guide shows what to test in an interactive web app before real users depend on it, and gives you a task to hand to your AI beta tester.
  • Webflow site testing — Webflow makes it easy to design visually and easy to miss what happens at a breakpoint you did not check or on a CMS item with long content. This page lists what to test on a Webflow site before publishing and gives you a task your AI beta tester can run on the staging or live domain.
  • Website beta testing — A website beta test is a run-through of your site by someone who has never seen it, before real visitors do. This guide covers what breaks most often on marketing and content sites, how to set up the test, and a ready-to-run task your AI beta tester can start on right now.
  • WordPress site testing — WordPress sites break in predictable places: plugin conflicts, forms that stop sending, caching, and theme updates that shift layouts. This checklist covers what to test before launch and after every update, and gives you a task your AI beta tester can run on the site.

Other categories

  • Beta Testing Guides — How beta testing works: planning a beta test, finding beta testers, writing bug reports, and testing after every release.
  • Beta Test Types & Checklists — Focused tests: signup and onboarding, forms, mobile layout, accessibility, performance, payments in test mode and more.
  • Beta Testing Templates — Copy-ready templates: beta test plan, bug report, test case, tester recruitment message and release notes.