Ecommerce ab test qa checklist<\/strong> is useful when it helps an ecommerce team make a clearer commercial decision. A valid hypothesis can still produce a useless result when assignment, rendering, tracking, eligibility, or checkout behavior is broken.<\/p>\n The right approach is to connect allocation, exposure, event parity, page errors, performance, primary metric integrity, and guardrail integrity and then break the result down by variant, device, browser, logged-in state, traffic source, and eligibility condition. This guide focuses on diagnosis, operational feasibility, and measurable business impact rather than generic CRO tactics.<\/p>\n \u0627\u0644\u0647\u062f\u0641 \u0644\u064a\u0633 \u0625\u0646\u0634\u0627\u0621 Checklist \u062c\u062f\u064a\u062f\u0629\u060c \u0628\u0644 \u0641\u0647\u0645 \u0627\u0644\u0622\u0644\u064a\u0629 \u062e\u0644\u0641 \u0627\u0644\u0645\u0634\u0643\u0644\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u062f\u0644\u0629 \u0627\u0644\u0646\u0627\u0642\u0635\u0629\u060c \u062b\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0627\u0644\u064a Direct Fix \u0623\u0648 Research \u0623\u0639\u0645\u0642 \u0623\u0648 Implementation \u0623\u0648 Experiment. \u0641\u064a \u0633\u064a\u0627\u0642 ecommerce ab test qa checklist<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n Confirm that the baseline experience and tracking work correctly. A test cannot isolate a treatment effect if the control is already broken during the experiment.<\/p>\n Make sure only the intended audience enters the experiment and exclusion rules behave consistently. Check returning users, logged-in users, location rules, and product\/category eligibility where relevant.<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 ecommerce ab test qa checklist<\/strong>\u060c \u0648\u062b\u0651\u0642 \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u062a\u0623\u062b\u0631 \u0648\u0645\u0635\u062f\u0631 \u0627\u0644\u062f\u0644\u064a\u0644 \u0648\u0627\u0644\u0640Business Exposure \u0648\u0627\u0644\u0640Owner \u0648Success Metric \u062d\u062a\u0649 \u062a\u0638\u0644 \u0627\u0644\u0640Recommendation \u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0642\u0631\u0627\u0631 \u0641\u0639\u0644\u064a \u0628\u062f\u0644 \u0623\u0646 \u062a\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u062a\u063a\u064a\u064a\u0631 Site-wide \u0639\u0627\u0645.<\/p>\n A user should receive the intended assignment consistently according to the test design. Repeatedly switching experiences destroys interpretability and can create UX problems.<\/p>\n Test mobile, desktop, major browsers, slow connections, long product titles, unavailable variants, empty carts, discounts, and checkout transitions. The happy path is not enough.<\/p>\n Confirm assignment and actual treatment exposure are recorded correctly. Primary, secondary, and guardrail metrics must fire with the same definitions in control and variant.<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 ecommerce ab test qa checklist<\/strong>\u060c \u0648\u062b\u0651\u0642 \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u062a\u0623\u062b\u0631 \u0648\u0645\u0635\u062f\u0631 \u0627\u0644\u062f\u0644\u064a\u0644 \u0648\u0627\u0644\u0640Business Exposure \u0648\u0627\u0644\u0640Owner \u0648Success Metric \u062d\u062a\u0649 \u062a\u0638\u0644 \u0627\u0644\u0640Recommendation \u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0642\u0631\u0627\u0631 \u0641\u0639\u0644\u064a \u0628\u062f\u0644 \u0623\u0646 \u062a\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u062a\u063a\u064a\u064a\u0631 Site-wide \u0639\u0627\u0645.<\/p>\n Add to cart, cart drawer, checkout, payment, login, search, subscriptions, and third-party widgets can interact with experiments unexpectedly.<\/p>\n Client-side experiments can introduce visual flicker or interaction delay. Measure whether the treatment changes page performance or layout stability enough to affect the outcome.<\/p>\n After traffic begins, verify sample allocation, exposure counts, errors, and event parity before interpreting uplift. If integrity is compromised, pause rather than rationalize the data.<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 ecommerce ab test qa checklist<\/strong>\u060c \u0648\u062b\u0651\u0642 \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u062a\u0623\u062b\u0631 \u0648\u0645\u0635\u062f\u0631 \u0627\u0644\u062f\u0644\u064a\u0644 \u0648\u0627\u0644\u0640Business Exposure \u0648\u0627\u0644\u0640Owner \u0648Success Metric \u062d\u062a\u0649 \u062a\u0638\u0644 \u0627\u0644\u0640Recommendation \u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0642\u0631\u0627\u0631 \u0641\u0639\u0644\u064a \u0628\u062f\u0644 \u0623\u0646 \u062a\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u062a\u063a\u064a\u064a\u0631 Site-wide \u0639\u0627\u0645.<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 ecommerce ab test qa checklist<\/strong>\u060c \u0627\u0633\u062a\u062e\u062f\u0645 Worksheet \u0645\u062e\u062a\u0635\u0631\u0629 \u0628\u062f\u0644 Audit \u0637\u0648\u064a\u0644 \u063a\u064a\u0631 \u0645\u0631\u062a\u0628.<\/p>\n | \u0627\u0644\u062d\u0642\u0644 | \u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u062a\u0633\u062c\u064a\u0644\u0647 | \u0647\u0630\u0627 \u0627\u0644\u0647\u064a\u0643\u0644 \u064a\u062c\u0639\u0644 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a \u0638\u0627\u0647\u0631\u0629 \u0648\u064a\u0645\u0646\u0639 \u0627\u0644\u0641\u0631\u0642 \u0645\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 Correlation \u0643\u0633\u0628\u0628 \u0645\u062b\u0628\u062a.<\/p>\n \u064a\u062c\u0628 \u0623\u0646 \u064a\u0642\u0633\u0645 \u062a\u0642\u0631\u064a\u0631 ecommerce ab test qa checklist<\/strong> \u0625\u0644\u0649 \u062b\u0644\u0627\u062b \u0637\u0628\u0642\u0627\u062a.<\/p>\n Use the business metrics most relevant to the decision: allocation, exposure, event parity, page errors, performance, primary metric integrity, and guardrail integrity.<\/p>\n Break the result down by variant, device, browser, logged-in state, traffic source, and eligibility condition.<\/p>\n \u0623\u0636\u0641 \u0623\u062f\u0644\u0629 \u0633\u0644\u0648\u0643 \u0627\u0644\u0639\u0645\u064a\u0644 \u0648Technical Integrity Checks \u0648Downstream Guardrails \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0634\u0641 Trade-off \u0636\u0627\u0631\u064b\u0627. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0644\u0627 \u062a\u062e\u062a\u0644\u0642 Benchmark \u062e\u0627\u0631\u062c\u064a\u064b\u0627 \u0641\u0642\u0637 \u0644\u0623\u0646 \u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u064a\u062d\u062a\u0627\u062c Target. \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0648\u0627\u0644\u0640Comparable Segments \u0648\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0631 \u063a\u0627\u0644\u0628\u064b\u0627 \u0623\u0643\u062b\u0631 \u0641\u0627\u0626\u062f\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u064a\u062c\u0628 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0645\u0631\u0627\u062c\u0639\u0629 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong> review should start by defining the minimum evidence needed to make the decision. The exact dataset depends on the business question, but the team should normally collect the commercial outcome, the audience exposed to the issue, the relevant page or operational stage, and the time period in which the change occurred. For experiment QA, the evidence set should also include the business and operational context specific to \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>.<\/p>\n \u0642\u062f \u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0643\u0645\u064a\u0629 Sessions \u0648Users \u0648Orders \u0648Revenue \u0648Conversion Rate \u0648Revenue per Session \u0648AOV \u0648Product Exposure \u0648Add-to-cart Behavior \u0648Checkout Progression \u0648Error Events \u0648Payment Outcomes \u0648Stock Status \u0648Delivery Conditions. \u0644\u064a\u0633\u062a \u0643\u0644 Metric \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0643\u0644 \u062a\u062d\u0644\u064a\u0644\u061b \u0627\u0644\u0647\u062f\u0641 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0642\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0639\u0632\u0644 \u0627\u0644\u0622\u0644\u064a\u0629. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u064a\u062c\u0628 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a Qualitative \u0623\u064a\u0636\u064b\u0627 \u0628\u0642\u0635\u062f \u0648\u0627\u0636\u062d. \u062a\u0643\u0648\u0646 Session Recordings \u0648User Testing \u0648Support Conversations \u0648Reviews \u0648On-site Surveys \u0648Search Logs \u0623\u0643\u062b\u0631 \u0641\u0627\u0626\u062f\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u062c\u064a\u0628 \u0639\u0646 \u0633\u0624\u0627\u0644 \u0645\u062d\u062f\u062f \u0645\u0633\u0628\u0642\u064b\u0627 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0645\u0634\u0627\u0647\u062f\u0629 Recordings \u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0628\u062f\u0648\u0646 Cohort \u0648\u0627\u0636\u062d \u0642\u062f \u062a\u0646\u062a\u062c Anecdotes \u0644\u0627 Evidence. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0648\u0623\u062e\u064a\u0631\u064b\u0627 \u0623\u0646\u0634\u0626 Change Log. \u0633\u062c\u0651\u0644 Releases \u0648Campaign Launches \u0648Promotions \u0648Pricing Updates \u0648Stock Incidents \u0648Payment Changes \u0648Delivery Changes \u0648Tracking Deployments. \u064a\u0633\u0627\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0640Timeline \u0639\u0644\u0649 \u0645\u0646\u0639 \u0627\u0644\u0641\u0631\u064a\u0642 \u0645\u0646 \u0625\u0633\u0646\u0627\u062f \u0633\u0628\u0628 \u0644\u0644\u0645\u0648\u0642\u0639 \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u0633\u0628\u0628 \u062a\u062c\u0627\u0631\u064a \u0623\u0648 \u062a\u0634\u063a\u064a\u0644\u064a. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u064a\u062c\u0628 \u0623\u0646 \u062a\u062a\u0648\u0627\u0641\u0642 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u0642\u0631\u0627\u0631. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u064a\u062f\u0629:<\/p>\n \u062a\u062c\u0646\u0628 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0639\u062f \u0631\u0624\u064a\u0629 \u0623\u064a\u0647\u0627 \u064a\u0635\u0646\u0639 \u0627\u0644\u0642\u0635\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062f\u0631\u0627\u0645\u064a\u0629. \u062d\u062f\u0651\u062f\u0647\u0627 \u0645\u0646 \u0633\u064a\u0627\u0642 \u0627\u0644\u0639\u0645\u0644. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u064a\u062c\u0628 \u0639\u0631\u0636 \u0627\u0644\u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u0637\u0644\u0642 \u0648\u0627\u0644\u0646\u0633\u0628\u064a \u0645\u0639\u064b\u0627. \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 2.0% \u0625\u0644\u0649 2.2% \u064a\u0639\u0646\u064a +0.2 \u0646\u0642\u0637\u0629 \u0645\u0626\u0648\u064a\u0629 \u0648+10% \u0646\u0633\u0628\u064a\u064b\u0627. \u0643\u0644\u0627\u0647\u0645\u0627 \u0635\u062d\u064a\u062d \u0644\u0643\u0646\u0647\u0645\u0627 \u064a\u0639\u0628\u0631\u0627\u0646 \u0639\u0646 \u062d\u062c\u0645 \u0645\u062e\u062a\u0644\u0641\u060c \u0648\u0639\u0631\u0636 \u0627\u0644\u0631\u0642\u0645 \u0627\u0644\u0623\u0643\u0628\u0631 \u0641\u0642\u0637 \u0642\u062f \u064a\u0636\u0644\u0644 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u064a\u0643\u0648\u0646 \u0627\u0644\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0645\u0641\u064a\u062f\u064b\u0627 \u0639\u0646\u062f\u0645\u0627 \u064a\u0648\u0636\u062d \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629\u060c \u0644\u0627 \u0639\u0646\u062f\u0645\u0627 \u064a\u062d\u0648\u0651\u0644 Hypothesis \u0625\u0644\u0649 \u0648\u0639\u062f \u0628\u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a.<\/p>\n \u064a\u0645\u0643\u0646 \u0644\u062a\u0634\u062e\u064a\u0635 \u0628\u0633\u064a\u0637 \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0628\u0646\u062a\u0627\u0626\u062c \u0645\u062a\u0648\u0642\u0639\u0629 \u0639\u0646\u062f \u0645\u0639\u062f\u0644 \u0645\u0642\u0627\u0631\u0646\u0629 \u062f\u0627\u062e\u0644\u064a \u064a\u0645\u0643\u0646 \u0627\u0644\u062f\u0641\u0627\u0639 \u0639\u0646\u0647:<\/p>\n \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 = \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0624\u0647\u0644 \u062d\u0627\u0644\u064a\u064b\u0627 \u00d7 \u0645\u0639\u062f\u0644 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629<\/p>\n<\/blockquote>\n \u0625\u0630\u0646:<\/p>\n \u0627\u0644\u0641\u062c\u0648\u0629 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a\u0629 = \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u2212 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0641\u0639\u0644\u064a\u0629<\/p>\n<\/blockquote>\n \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u064a\u062e\u0635 Orders\u060c \u064a\u0645\u0643\u0646 \u0625\u0646\u0634\u0627\u0621 Revenue Range \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 AOV \u0627\u0644\u0645\u0646\u0627\u0633\u0628. \u0648\u0625\u0630\u0627 \u0627\u062e\u062a\u0644\u0641\u062a \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0627\u0633\u062a\u062e\u062f\u0645 \u0642\u064a\u0645\u0629 \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0640Category \u0623\u0648 Contribution Margin \u0639\u0646\u062f \u062a\u0648\u0641\u0631\u0647. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u064a\u062c\u0628 \u062a\u0633\u0645\u064a\u0629 \u0647\u0630\u0627 \u0627\u0644\u062d\u0633\u0627\u0628 \u0643\u062a\u0642\u062f\u064a\u0631. \u0641\u0647\u0648 \u064a\u0641\u062a\u0631\u0636 \u0623\u0646 \u0645\u0639\u062f\u0644 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0646\u0627\u0633\u0628 \u0648\u0644\u0627 \u064a\u062b\u0628\u062a \u0623\u0646 \u062a\u063a\u064a\u064a\u0631 UX \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0633\u064a\u0633\u062a\u0631\u062f \u0627\u0644\u0641\u062c\u0648\u0629. \u0627\u0644\u0647\u062f\u0641 \u0647\u0648 \u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u062a\u0633\u062a\u062d\u0642 \u0628\u062d\u062b\u064b\u0627 \u0623\u0639\u0645\u0642 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0641\u0631\u0635 \u0623\u062e\u0631\u0649. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u062f\u0644\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u062a\u062c\u064a\u0628 \u0639\u0646 \u0623\u0633\u0626\u0644\u0629 \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n \u062a\u0648\u0636\u062d \u0623\u064a\u0646 \u062a\u063a\u064a\u0651\u0631 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0623\u064a Segments \u0633\u0627\u0647\u0645\u062a \u0641\u064a\u0647.<\/p>\n \u064a\u0648\u0636\u062d \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 Tracking \u0623\u0648 Rendering \u0623\u0648 Payment \u0623\u0648 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u0639\u0637\u0644\u064b\u0627 \u0628\u0634\u0643\u0644 \u0645\u0648\u0636\u0648\u0639\u064a.<\/p>\n \u064a\u0648\u0636\u062d \u0645\u0627 \u064a\u062d\u0627\u0648\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u0639\u0644\u0647 \u0623\u0648 \u064a\u0643\u0631\u0631\u0648\u0646\u0647 \u0623\u0648 \u064a\u062a\u062c\u0627\u0647\u0644\u0648\u0646\u0647 \u0623\u0648 \u064a\u062c\u062f\u0648\u0646 \u0635\u0639\u0648\u0628\u0629 \u0641\u064a \u0625\u0643\u0645\u0627\u0644\u0647.<\/p>\n \u064a\u0648\u0636\u062d \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u062e\u0627\u0648\u0641 \u0627\u0644\u062a\u064a \u064a\u0639\u0628\u0631\u0648\u0646 \u0639\u0646\u0647\u0627.<\/p>\n \u064a\u0648\u0636\u062d \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0623\u0648 \u0627\u0644\u0634\u062d\u0646 \u0623\u0648 \u0642\u0628\u0648\u0644 \u0627\u0644\u062f\u0641\u0639 \u0623\u0648 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0623\u0648 \u0634\u0631\u0648\u0637 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0641\u0633\u0631 \u0627\u0644\u0646\u062a\u064a\u062c\u0629. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong>\u060c \u062a\u0635\u0628\u062d \u0627\u0644\u062b\u0642\u0629 \u0623\u0642\u0648\u0649 \u0639\u0646\u062f\u0645\u0627 \u062a\u0634\u064a\u0631 \u0639\u062f\u0629 \u0645\u0635\u0627\u062f\u0631 \u0645\u0633\u062a\u0642\u0644\u0629 \u0625\u0644\u0649 \u0627\u0644\u0622\u0644\u064a\u0629 \u0646\u0641\u0633\u0647\u0627. Heatmap \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u062a\u0639\u0644\u064a\u0642 \u0639\u0645\u064a\u0644 \u0648\u0627\u062d\u062f \u0644\u0627 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u063a\u0644\u0628\u0627 \u0639\u0644\u0649 Pattern \u062a\u062c\u0627\u0631\u064a \u0645\u0639\u0627\u0643\u0633. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n Decision Tree \u0623\u0643\u062b\u0631 \u0641\u0627\u0626\u062f\u0629 \u0645\u0646 \u0642\u0627\u0626\u0645\u0629 \u062a\u0636\u0645 50 \u062a\u0643\u062a\u064a\u0643\u064b\u0627.<\/p>\n \u0627\u0628\u062f\u0623 \u0628\u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u0645\u0642\u0627\u0633\u0629.<\/p>\n \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0642\u064a\u0627\u0633 \u063a\u064a\u0631 \u0645\u0648\u062b\u0648\u0642:<\/strong> \u0623\u0635\u0644\u062d Tracking \u0623\u0648\u0644\u064b\u0627.<\/p>\n \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u063a\u064a\u0631 \u0645\u062f\u0641\u0648\u0639\u064b\u0627 \u0628\u0640Traffic Mix:<\/strong> \u0627\u0639\u0645\u0644 \u0639\u0644\u0649 Acquisition \u0648Landing Allocation.<\/p>\n \u0625\u0630\u0627 \u0628\u062f\u0623 \u0627\u0644\u062a\u063a\u064a\u0631 \u0641\u064a Product Discovery:<\/strong> \u0631\u0627\u062c\u0639 Navigation \u0648Search \u0648Filters \u0648Merchandising \u0648\u0645\u062f\u0649 \u0635\u0644\u0629 Product Cards. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0625\u0630\u0627 \u0628\u062f\u0623 \u0627\u0644\u062a\u063a\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0640PDP:<\/strong> \u0631\u0627\u062c\u0639 Product Fit \u0648\u0627\u0644\u0633\u0639\u0631 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0640Variants \u0648\u0627\u0644\u062a\u0648\u0635\u064a\u0644 \u0648\u0627\u0644\u0625\u0631\u062c\u0627\u0639 \u0648\u0627\u0644\u0640Reviews \u0648\u0633\u0644\u0648\u0643 \u0627\u0644\u0640CTA. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0625\u0630\u0627 \u0628\u062f\u0623 \u0627\u0644\u062a\u063a\u064a\u0631 \u0641\u064a \u0627\u0644\u0640Checkout:<\/strong> \u0631\u0627\u062c\u0639 Form \u0648Shipping \u0648Payment \u0648\u0627\u0644\u0627\u062d\u062a\u0643\u0627\u0643 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a.<\/p>\n \u0625\u0630\u0627 \u0638\u0644 \u0627\u0644\u0633\u0628\u0628 \u063a\u064a\u0631 \u0645\u0624\u0643\u062f:<\/strong> \u0627\u062c\u0645\u0639 Research \u0645\u0631\u0643\u0651\u0632 \u0623\u0648 \u0635\u0645\u0651\u0645 Experiment \u0639\u0646\u062f\u0645\u0627 \u064a\u0633\u0645\u062d \u062d\u062c\u0645 \u0627\u0644\u0639\u064a\u0646\u0629.<\/p>\n This structure keeps A\/B test QA and experiment quality assurance connected to the business diagnosis rather than becoming isolated optimization tactics.<\/p>\n \u0645\u0628\u0627\u062f\u0631\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong> \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0639\u0628\u0631 \u0639\u062f\u0629 \u0641\u0631\u0642. \u0648\u0636\u0648\u062d Ownership \u064a\u0645\u0646\u0639 \u0627\u0644\u0640Findings \u0645\u0646 \u0627\u0644\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 Backlog \u062f\u0627\u0626\u0645. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n | \u0646\u0648\u0639 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 | \u0627\u0644\u0640Owner \u0627\u0644\u0645\u0639\u062a\u0627\u062f | \u0642\u062f \u064a\u062e\u062a\u0644\u0641 \u0627\u0644\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u060c \u0644\u0643\u0646 \u0627\u0644\u0645\u0647\u0645 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0644\u0643\u0644 Priority Owner \u0648\u0627\u062d\u062f \u0648\u0627\u0636\u062d \u0648Dependencies \u0645\u062d\u062f\u062f\u0629.<\/p>\n \u0628\u0639\u062f \u0625\u0637\u0644\u0627\u0642 \u062a\u063a\u064a\u064a\u0631 \u0645\u0631\u062a\u0628\u0637 \u0628\u0640 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong> \u060c \u062a\u062d\u0642\u0651\u0642 \u0645\u0646 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0648\u0627\u0644\u0642\u064a\u0627\u0633 \u0645\u0639\u064b\u0627.<\/p>\n \u062a\u062d\u0642\u0642 \u0645\u0646:<\/p>\n \u0627\u0644\u0640QA \u062c\u0632\u0621 \u0645\u0646 CRO. Recommendation \u0642\u0648\u064a\u0629 \u0646\u0638\u0631\u064a\u064b\u0627 \u0642\u062f \u062a\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 Conversion Problem \u0625\u0630\u0627 \u062e\u0644\u0642 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 Defect \u062c\u062f\u064a\u062f\u064b\u0627. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u064a\u062c\u0628 \u0623\u0646 \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0646\u0641\u0633 \u062a\u0639\u0631\u064a\u0641\u0627\u062a \u0627\u0644\u0640Segment \u0648\u0627\u0644\u0640Metrics \u0627\u0644\u062a\u064a \u0628\u0631\u0631\u062a \u0627\u0644\u062a\u063a\u064a\u064a\u0631.<\/p>\n \u062a\u062c\u0646\u0628 \u0625\u0639\u0644\u0627\u0646 \u0627\u0644\u0646\u062c\u0627\u062d \u0645\u0646 \u062d\u0631\u0643\u0629 Sitewide \u0641\u064a Conversion \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u062f\u062e\u0644 \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 Category \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 Campaign \u0648\u0627\u062d\u062f\u0629 \u0641\u0642\u0637. \u0642\u0627\u0631\u0646 \u0627\u0644\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u062a\u0623\u062b\u0631\u0629 \u0648\u0631\u0627\u062c\u0639 \u0627\u0644\u0640Guardrails. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0625\u0630\u0627 \u0644\u0645 \u064a\u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u062a\u062c\u0631\u064a\u0628\u064a\u064b\u0627\u060c \u0627\u0639\u0631\u0636 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0643\u062d\u0631\u0643\u0629 \u0645\u0644\u062d\u0648\u0638\u0629 \u0628\u0639\u062f \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0645\u0639 \u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0642\u064a\u0648\u062f\u061b \u0641\u0642\u062f \u062a\u0643\u0648\u0646 \u0639\u0648\u0627\u0645\u0644 \u0623\u062e\u0631\u0649 \u062a\u063a\u064a\u0631\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0644\u0647\u0630\u0627 experiment QA<\/strong> \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0645\u0641\u064a\u062f\u0629 Primary Progression Metric \u0648Revenue per Session \u0648AOV \u0648Error Rate \u0648Customer Support Themes \u0648\u0623\u064a Downstream Cost \u0630\u064a \u0635\u0644\u0629.<\/p>\n \u064a\u0643\u0648\u0646 A\/B Testing \u0645\u0641\u064a\u062f\u064b\u0627 \u0639\u0646\u062f\u0645\u0627:<\/p>\n \u0644\u0627 \u062a\u062e\u062a\u0628\u0631 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 Broken Link \u0623\u0648 Invalid Event \u0623\u0648 Failed Payment Flow \u0623\u0648 Inaccessible Control \u0623\u0648 Incorrect Product State \u064a\u062c\u0628 \u0623\u0646 \u064a\u0638\u0644 \u0645\u0639\u0637\u0644\u064b\u0627. \u0623\u0635\u0644\u062d\u0647. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong>\u060c \u064a\u062c\u0628 \u0623\u0646 \u064a\u062c\u064a\u0628 Experimentation \u0639\u0646 \u0642\u0631\u0627\u0631 \u064a\u0646\u0648\u064a \u0627\u0644\u0641\u0631\u064a\u0642 \u062a\u063a\u064a\u064a\u0631\u0647 \u0641\u0639\u0644\u064a\u064b\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0646\u062a\u064a\u062c\u0629. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u0631\u0627\u0631 \u062a\u0645\u0646\u0639 \u0627\u0644\u0641\u0631\u064a\u0642 \u0645\u0646 \u0627\u0644\u0628\u062f\u0621 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631 \u0643\u0644 \u0634\u0647\u0631.<\/p>\n \u0623\u0633\u0628\u0648\u0639\u064a\u064b\u0627:<\/strong> \u0631\u0627\u0642\u0628 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u062d\u0648\u0627\u062f\u062b \u0627\u0644\u0645\u0647\u0645\u0629.<\/p>\n \u0634\u0647\u0631\u064a\u064b\u0627:<\/strong> \u0631\u0627\u062c\u0639 \u0623\u0639\u0644\u0649 Segment \u0642\u064a\u0645\u0629 \u0648\u0623\u062f\u0644\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648Implementation Backlog.<\/p>\n \u0631\u0628\u0639 \u0633\u0646\u0648\u064a:<\/strong> \u0623\u0639\u062f \u062a\u0642\u064a\u064a\u0645 Measurement Model \u0648Research Themes \u0648\u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0648\u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629.<\/p>\n Maintain a decision log with the original evidence, action, owner, deployment date, result, and learning. This is especially valuable for CRO QA checklist, where the same issue can reappear in different parts of the customer journey.<\/p>\n \u0642\u0628\u0644 \u0625\u063a\u0644\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong> Task\u060c \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0641\u0631\u064a\u0642 \u0642\u0627\u062f\u0631\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0646:<\/p>\n \u0625\u0630\u0627 \u0644\u0645 \u064a\u0645\u0643\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0626\u0644\u0629\u060c \u0641\u0642\u062f \u064a\u0643\u0648\u0646 \u0627\u0644\u0639\u0645\u0644 \u0623\u0646\u062a\u062c \u0646\u0634\u0627\u0637\u064b\u0627 \u062f\u0648\u0646 \u0623\u0646 \u064a\u0646\u062a\u062c \u0642\u0631\u0627\u0631 CRO \u0645\u0648\u062b\u0648\u0642\u064b\u0627.<\/p>\n \u064a\u062c\u0628 \u0623\u0646 \u062a\u062d\u062a\u0648\u064a \u0643\u0644 Recommendation \u0645\u0646 \u0645\u0631\u0627\u062c\u0639\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong> \u0639\u0644\u0649:<\/p>\n \u064a\u062c\u0628 \u0625\u0635\u0644\u0627\u062d \u0627\u0644\u0640Bugs \u0627\u0644\u0648\u0627\u0636\u062d\u0629 \u0648Tracking Failures \u0648Broken Links \u0648\u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u063a\u064a\u0631 \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0648Payment Defects \u0645\u0628\u0627\u0634\u0631\u0629. \u064a\u0643\u0648\u0646 A\/B Testing \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0639\u0645\u064a\u0644 \u063a\u064a\u0631 \u0645\u0624\u0643\u062f\u0629 \u0641\u0639\u0644\u064b\u0627 \u0648\u064a\u0643\u0648\u0646 \u062d\u062c\u0645 \u0627\u0644\u0639\u064a\u0646\u0629 \u0645\u0646\u0627\u0633\u0628\u064b\u0627. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n It is a structured way to analyze experiment QA using ecommerce data, user behavior, operational context, and business impact so the team can choose the right next action.<\/p>\n \u0627\u0628\u062f\u0623 \u0628\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0625\u0634\u0627\u0631\u0629 \u0627\u0644\u0640Funnel \u0623\u0648 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0648\u0627\u0644\u0640Segment \u0627\u0644\u0645\u062a\u0639\u0631\u0636 \u0644\u0644\u0645\u0634\u0643\u0644\u0629. \u0623\u0636\u0641 Qualitative \u0623\u0648Technical Evidence \u0641\u0642\u0637 \u0639\u0646\u062f\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u0645\u0642\u0627\u0633\u0629. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u064a\u0645\u0643\u0646 \u0644\u0644\u0640External Benchmarks \u062a\u0648\u0641\u064a\u0631 \u0633\u064a\u0627\u0642\u060c \u0644\u0643\u0646\u0647\u0627 \u0644\u0627 \u064a\u062c\u0628 \u0623\u0646 \u062a\u0633\u062a\u0628\u062f\u0644 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u062d\u0633\u0628 Device \u0648Channel \u0648Product \u0648Customer Type \u0648Market \u0623\u0648Period. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0644\u0627. \u0627\u0644\u0640Direct Defects \u062a\u064f\u0635\u0644\u062d\u060c \u0648\u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u063a\u0627\u0645\u0636\u0629 \u062a\u064f\u0628\u062d\u062b\u060c \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062d\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u0624\u0643\u062f\u0629 \u064a\u0645\u0643\u0646 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0639\u0646\u062f\u0645\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0631\u0627\u0641\u064a\u0643 \u0648\u0627\u0644\u0640Instrumentation Experiment \u0645\u0648\u062b\u0648\u0642\u064b\u0627. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n \u0627\u0628\u062f\u0623 \u0628\u0645\u0627 \u062a\u063a\u064a\u0651\u0631 \u0648\u0623\u064a\u0646 \u062a\u063a\u064a\u0651\u0631 \u0648\u0623\u064a Segments \u0633\u0627\u0647\u0645\u062a \u0648\u0627\u0644\u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0648\u0627\u0644\u0640Validation \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0648\u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0645\u0631\u062a\u0628\u0629. \u0627\u0641\u0635\u0644 \u0627\u0644\u0640Confirmed Findings \u0639\u0646 \u0627\u0644\u0640Hypotheses. \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n Ecommerce ab test qa checklist is useful when it helps an ecommerce team make a clearer commercial decision. A valid hypothesis can still produce a useless result when assignment, rendering, tracking, eligibility, or checkout behavior is broken.<\/p>","protected":false},"author":1,"featured_media":528,"template":"","tags":[731,733,730,732,734,735],"insight_topic":[60,63,729,62],"insight_content_type":[44,70,185],"insight_platform":[321],"insight_industry":[73,56],"insight_level":[71,57,58],"class_list":["post-527","insight","type-insight","status-publish","has-post-thumbnail","hentry","tag-a-b-test-qa","tag-cro-qa-checklist","tag-ecommerce-ab-test-qa-checklist","tag-experiment-quality-assurance","tag-experiment-tracking-qa","tag-split-test-validation","insight_topic-a-b-testing","insight_topic-conversion-optimization","insight_topic-ecommerce-ab-test-qa-checklist","insight_topic-ecommerce-growth","insight_content_type-guide","insight_content_type-long-form-insight","insight_content_type-seo-article","insight_platform-ecommerce","insight_industry-ecommerce","insight_industry-retail","insight_level-advanced","insight_level-beginner","insight_level-intermediate"],"_links":{"self":[{"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight\/527","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight"}],"about":[{"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/types\/insight"}],"author":[{"embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":1,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight\/527\/revisions"}],"predecessor-version":[{"id":685,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight\/527\/revisions\/685"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/media\/528"}],"wp:attachment":[{"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/media?parent=527"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/tags?post=527"},{"taxonomy":"insight_topic","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_topic?post=527"},{"taxonomy":"insight_content_type","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_content_type?post=527"},{"taxonomy":"insight_platform","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_platform?post=527"},{"taxonomy":"insight_industry","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_industry?post=527"},{"taxonomy":"insight_level","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_level?post=527"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}QA the control before the variant<\/h2>\n
Validate eligibility logic<\/h2>\n
Validate randomization and persistence<\/h2>\n
Check rendering across real states<\/h2>\n
Verify exposure and analytics events<\/h2>\n
Test conversion-critical integrations<\/h2>\n
Check performance and flicker<\/h2>\n
Run a launch-day integrity review<\/h2>\n
\u0648\u0631\u0642\u0629 \u0639\u0645\u0644 \u062a\u0634\u062e\u064a\u0635\u064a\u0629 \u0639\u0645\u0644\u064a\u0629<\/h2>\n
\n|—|—|
\n| \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 | Revenue \u0623\u0648 Orders \u0623\u0648 Conversion Efficiency \u0623\u0648 Operational Impact |
\n| \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u062a\u0623\u062b\u0631 | \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0623\u0648 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0623\u0648 \u0627\u0644\u0635\u0641\u062d\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u062a\u0623\u062b\u0631\u0629 \u0641\u0639\u0644\u064a\u064b\u0627 |
\n| \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 | \u0627\u0644\u0645\u0639\u062f\u0644 \u0623\u0648 \u0627\u0644\u0633\u0644\u0648\u0643 \u0623\u0648 \u0627\u0644\u062e\u0637\u0623 \u0623\u0648 Customer Feedback \u0627\u0644\u0645\u0642\u0627\u0633 |
\n| \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 | \u0641\u062a\u0631\u0629 \u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0623\u0648 Segment \u062f\u0627\u062e\u0644\u064a \u0623\u0648 Control |
\n| \u062c\u0648\u062f\u0629 \u0627\u0644\u062f\u0644\u064a\u0644 | Analytics \u0623\u0648 Technical Proof \u0623\u0648 Qualitative Research \u0623\u0648 \u0645\u0632\u064a\u062c \u0645\u0646\u0647\u0627 |
\n| Hypothesis | \u0627\u0644\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0630\u064a \u0645\u0627 \u0632\u0627\u0644 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 Validation |
\n| \u0646\u0648\u0639 \u0627\u0644\u0625\u062c\u0631\u0627\u0621 | Fix \u0623\u0648 Research \u0623\u0648 Implement \u0623\u0648 Experiment \u0623\u0648 Monitor |
\n| Owner | \u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 |
\n| Success Metric | \u0627\u0644\u0640Metric \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u064a\u062a\u062d\u0631\u0643 \u0625\u0630\u0627 \u0646\u062c\u062d \u0627\u0644\u0625\u062c\u0631\u0627\u0621 |
\n| Guardrail | \u0646\u062a\u064a\u062c\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0623\u0648 \u0644\u0644\u0639\u0645\u064a\u0644 \u064a\u062c\u0628 \u0623\u0644\u0627 \u062a\u062a\u062f\u0647\u0648\u0631 | \u0641\u064a \u0633\u064a\u0627\u0642 ecommerce ab test qa checklist<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\nMeasurement Framework<\/h2>\n
\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/h3>\n
\u0627\u0644\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a<\/h3>\n
\u0627\u0644\u0623\u062f\u0644\u0629 \u0648\u0627\u0644\u0640Guardrails<\/h3>\n
\u0645\u0627 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u062c\u0645\u0639\u0647\u0627 \u0642\u0628\u0644 \u0623\u0648\u0644 Recommendation\u061f<\/h2>\n
\u0643\u064a\u0641 \u062a\u0646\u0634\u0626 \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0641\u064a\u062f\u0629<\/h2>\n
\n
\u0643\u064a\u0641 \u062a\u0642\u062f\u0651\u0631 Business Impact \u0628\u0634\u0643\u0644 \u0645\u062d\u0627\u0641\u0638<\/h2>\n
\n
\n
\u0643\u064a\u0641 \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 Quantitative \u0648Qualitative Evidence<\/h2>\n
\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a<\/h3>\n
Technical validation<\/h3>\n
Behavioral Observation<\/h3>\n
Voice of customer<\/h3>\n
Operational Data<\/h3>\n
\u0627\u0628\u0646\u0650 Decision Tree \u0628\u062f\u0644 \u0642\u0627\u0626\u0645\u0629 \u062a\u0648\u0635\u064a\u0627\u062a<\/h2>\n
\u0645\u0644\u0643\u064a\u0629 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629<\/h2>\n
\n|—|—|
\n| \u0633\u0644\u0627\u0645\u0629 Tracking \u0648\u0627\u0644\u0640Events | Analytics + Development |
\n| \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u0627\u0641\u064a\u0643 \/ Campaign Routing | Media \/ Growth |
\n| \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648Merchandising | Ecommerce \/ Merchandising |
\n| UX \/ Content Hierarchy | CRO + UX |
\n| Front-end Implementation | Development |
\n| \u0627\u0644\u062f\u0641\u0639 \u0648\u0627\u0644\u0634\u062d\u0646 \u0648\u0627\u0644\u062a\u0646\u0641\u064a\u0630 | Operations \/ Finance \/ Development |
\n| Experiment Design | CRO + Analytics |
\n| Customer Feedback Themes | CX \/ Support | \u0641\u064a \u0633\u064a\u0627\u0642 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong>, keep this evidence scoped to experiment QA rather than applying it as a universal ecommerce rule.<\/p>\n\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 QA \u0644\u0644\u062a\u0646\u0641\u064a\u0630<\/h2>\n
\n
\n
\u0643\u064a\u0641 \u062a\u062a\u0627\u0628\u0639 \u0628\u0639\u062f \u0627\u0644\u0625\u0637\u0644\u0627\u0642<\/h2>\n
\u0645\u062a\u0649 \u064a\u0643\u0648\u0646 Experimentation \u0645\u0646\u0627\u0633\u0628\u064b\u0627<\/h2>\n
\n
\u0643\u064a\u0641 \u064a\u062a\u062d\u0648\u0644 \u0647\u0630\u0627 \u0625\u0644\u0649 Operating Process \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0643\u0631\u0627\u0631<\/h2>\n
\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/h2>\n
\n
\u0623\u062e\u0637\u0627\u0621 \u064a\u062c\u0628 \u062a\u062c\u0646\u0628\u0647\u0627<\/h2>\n
\n
\u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0625\u0644\u0649 \u0627\u0644\u062a\u0646\u0641\u064a\u0630<\/h2>\n
\n
\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n
What is this experiment QA process?<\/h3>\n
\u0628\u0623\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0628\u062f\u0623\u061f<\/h3>\n
\u0647\u0644 \u0623\u0642\u0627\u0631\u0646 \u0628\u0640Industry Benchmark\u061f<\/h3>\n
\u0647\u0644 \u064a\u062a\u0637\u0644\u0628 \u0630\u0644\u0643 A\/B Testing\u061f<\/h3>\n
\u0643\u064a\u0641 \u064a\u062c\u0628 \u0639\u0631\u0636 \u0627\u0644\u0646\u062a\u064a\u062c\u0629\u061f<\/h3>\n
\u0623\u0628\u062d\u0627\u062b \u0645\u0631\u0635\u0627\u062f \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629<\/h2>\n
\n
\u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0648\u0642\u0631\u0627\u0621\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629<\/h2>\n
\n