Playbooks

Proven moves for your kind of project. Pick one, hand it to your AI, and it does the work on your own code.

Online store

• Cut checkout steps and fields More shoppers finish paying instead of leaving at checkout. Carts left behind Baymard Institute3 steps
• Speed up the largest product image Product pages load faster, so more visitors stay and buy. Main image load time web.dev (Google)3 steps
• Add product structured data Products show price and stock in search results, bringing more qualified visits. Visitors who buy Shopify · sells a tool3 steps

Subscription app

• Recover failed payments automatically Customers with an expired or declined card stay subscribed instead of silently churning. Cancels from failed payments Recurly · sells a tool3 steps
• Track the first-value moment You can see where new signups get stuck before they ever pay. Signups who reach value PostHog · sells a tool3 steps
• Add a one-step cancel save offer Some cancelling customers pause or downgrade instead of leaving. Customers who cancel Recurly · sells a tool3 steps

Downloadable app

• Add a paywall test Find the paywall that turns more installs into paying users. Downloads that pay RevenueCat · sells a tool3 steps
• Add onboarding step tracking See exactly which screen new users quit on. Users back next day Braze · sells a tool3 steps
• Fix crashes in startup path Fewer users hit a crash on first open and uninstall. Crash-free sessions Android Developers3 steps

Marketplace

• Fix empty search results Buyers who find nothing get suggestions instead of leaving. Browsers who buy Sharetribe · sells a tool3 steps
• Shorten the listing creation flow Sellers publish their first listing faster, so supply grows. Sellers who list again Nielsen Norman Group3 steps
• Add message-reply tracking You can see whether buyers get answers, the main cause of lost sales. Browsers who buy Sharetribe · sells a tool3 steps

Browser extension

• Add a first-run welcome page New installs learn what to do, so fewer uninstall on day one. Installs that stay Chrome for Developers3 steps
• Cut permissions to the minimum Fewer scary install warnings and faster store review. Installs that stay Chrome for Developers2 steps
• Complete the store listing assets More people who see the listing click Install. Store rating Chrome for Developers3 steps

Developer tool

• Add a copy-paste quickstart New developers get a working result in minutes. Minutes to first success Diátaxis3 steps
• Publish an OpenAPI spec and collection Developers can try every endpoint without writing code first. Minutes to first success OpenAPI Initiative3 steps
• Make error messages actionable Developers fix their own mistakes instead of filing issues. Docs blockers Google API Improvement Proposals3 steps

Content site

• Add article structured data and meta tags Pages look right in search and social, earning more clicks. Pages that get search visits Ahrefs · sells a tool3 steps
• Add sitemap, RSS and internal links Search engines find every post, and readers find the next one. Pages that get search visits Ahrefs · sells a tool3 steps
• Reserve space for images and ads Pages stop jumping, so readers do not leave mid-read. Pages that shift while loading web.dev (Google)3 steps

Landing page

• Shorten the signup form More visitors finish signing up. Visitors who sign up Unbounce · sells a tool3 steps
• Speed up the hero section The page shows its main message sooner, so fewer visitors bounce. Page load time web.dev (Google)3 steps
• Add signup conversion tracking You can see which page version actually brings signups. Visitors who sign up Unbounce · sells a tool3 steps

Internal tool

• Add loading, empty and error states Teammates stop wondering if the tool is broken. Errors people hit Nielsen Norman Group3 steps
• Add usage logging You learn which screens teammates actually use. Weekly active teammates Google Research3 steps
• Cut slow queries and bulk loads Screens open in seconds, saving every teammate time daily. Time to finish the job Use The Index, Luke · sells a tool3 steps