{"product_id":"analyze-an-a-b-test-and-call-the-winner","title":"Analyze an A\/B Test and Call the Winner (Claude Cowork Self-Install Kit)","description":"\u003cp\u003e\u003cstrong\u003eCall the winner with a reason you can say out loud, and stop re-litigating it next month.\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eYou run the tests, but you're never sure the winner is real or just noise, so you second-guess every call. You called a subject line early once, watched the winner lose the next month, and now you sit on results for weeks instead of deciding.\u003c\/p\u003e\n\u003cp\u003eThe leak isn't your testing. It's that your tool shows you percentages but never says plainly whether there's enough data to decide, so the decision gets deferred instead of made.\u003c\/p\u003e\n\u003ch3\u003eWhat this kit does\u003c\/h3\u003e\n\u003cp\u003eThe kit compares control against variant, computes the lift and the statistical significance, and recommends the winner with a plain-English rationale and a confidence caveat. It works on email subject lines, landing pages, or ad creative. Paste in the raw numbers, visitors and conversions per arm, and you get the call back without needing an analytics stack.\u003c\/p\u003e\n\u003ch3\u003eWhat you can expect\u003c\/h3\u003e\n\u003cp\u003eEvery test gets a statistically grounded winner with the lift percentage and a rationale you can actually explain to a client. You stop sitting on results for weeks, because the kit tells you plainly when the data supports a call and when it doesn't yet.\u003c\/p\u003e\n\u003ch3\u003eWho it's for\u003c\/h3\u003e\n\u003cp\u003eBuilt for agencies and marketing agency owners, coaches and consultants, and e-commerce operators who test regularly and want the call made on evidence. This is a self-install kit you run yourself with your own AI agent, built for Claude Cowork first.\u003c\/p\u003e\n\u003ch3\u003eWhat's included\u003c\/h3\u003e\n\u003cp\u003eSkip building from scratch. No coding. You get the complete kit your own AI agent reads, sets up, and runs for you, step by step:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eA Start Here guide, so you know exactly what to open first\u003c\/li\u003e\n\u003cli\u003eThe agent install instructions, the part that lets your own AI agent stand the workflow up for you\u003c\/li\u003e\n\u003cli\u003eA guided setup that interviews you about your business, so the workflow fits how you actually work\u003c\/li\u003e\n\u003cli\u003eWorkflow Briefing: the plan, the inputs, and what done looks like\u003c\/li\u003e\n\u003cli\u003eTask List your agent follows to build it\u003c\/li\u003e\n\u003cli\u003eMCP Connection Guide for the tools involved\u003c\/li\u003e\n\u003cli\u003eTool Setup notes for accounts, keys, and permissions\u003c\/li\u003e\n\u003cli\u003ePrompt Library, including the ready-to-run prompt for this workflow\u003c\/li\u003e\n\u003cli\u003eTroubleshooting and maintenance guide for the common snags\u003c\/li\u003e\n\u003cli\u003eA Next Steps and Roadmap, so you know what to automate next once this one is running\u003c\/li\u003e\n\u003cli\u003eA Run Guide you keep, so you can run it any time with no setup again\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eIt's a small kit that earns its keep on repetition. One test you call correctly instead of guessing at is worth more than the kit, and every test after that is free.\u003c\/p\u003e\n\u003ch3\u003eWhat you'll need (not included)\u003c\/h3\u003e\n\u003cp\u003eThe kit is the workflow, the prompts, and the setup guide. It does not include the tool subscriptions it runs on. You'll need your own Claude with Cowork account, and the results from whatever testing tool you already use. Claude is billed by the tool itself, not by us.\u003c\/p\u003e\n\u003cp\u003eYou'll also need your Claude account on Cowork's Pro plan or higher, so your agent can connect your tools and use the most capable model while it installs the workflow.\u003c\/p\u003e\n\u003cp\u003eNot on Claude? The kit is plain files that describe what to achieve rather than which buttons to press, so a capable AI agent on another platform, like ChatGPT Work, can follow the same steps. If anything doesn't map to your setup, email support and we'll get you working.\u003c\/p\u003e\n\u003ch3\u003eHow to install this kit\u003c\/h3\u003e\n\u003cp\u003eOpen the kit in Claude Cowork and run the included prompt with your visitor and conversion counts per arm; the analysis runs inside Cowork, so there's nothing extra to connect. Step-by-step instructions ship inside every kit, so you're never guessing. See \u003ca href=\"\/pages\/how-self-install-kits-work\"\u003eHow Self-Install Kits Work\u003c\/a\u003e for the full walkthrough.\u003c\/p\u003e\n\u003ch3\u003eInstall once, not every month\u003c\/h3\u003e\n\u003cp\u003eIf you've been pricing A\/B testing and analytics software, this is the install-it-once alternative. You set it up yourself with your own AI agent and keep it, with no monthly seat. Add it to your cart, open it in Claude Cowork, and settle the test you've been sitting on today.\u003c\/p\u003e","brand":"shopautomations.ai","offers":[{"title":"Default Title","offer_id":49013101756630,"sku":"ab_test_result_analysis","price":9.97,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0827\/9552\/8406\/files\/analyze-an-a-b-test-and-call-the-winner_48ee9df2-a7d9-4d03-bd7a-f085e974656b.png?v=1784175783","url":"https:\/\/shopautomations.ai\/products\/analyze-an-a-b-test-and-call-the-winner","provider":"Shop Automations AI","version":"1.0","type":"link"}