Ecommerce experiment repository<\/strong> is useful when it helps an ecommerce team make a clearer commercial decision. Experimentation programs lose value when test history, screenshots, methodology, decisions, and learnings disappear into slide decks or individual memory.<\/p>\n The right approach is to connect decision-ready tests documented, implementation status, repeated hypotheses avoided, learning reuse, and time to retrieve prior evidence and then break the result down by problem area, funnel stage, hypothesis type, result, audience, platform, and implementation status. 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 experiment repository<\/strong>, keep this evidence scoped to experiment repository rather than applying it as a universal ecommerce rule.<\/p>\n The repository should preserve why the experiment existed, not only the final uplift number. Include analytics, research links, and the original problem statement.<\/p>\n Keep screenshots, design links, code\/version references, and audience rules. Future teams need to know what changed, not simply ‘Variant B won.’<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 ecommerce experiment repository<\/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 Store dates, allocation, sample, primary metric, MDE or planning assumptions, guardrails, SRM checks, and known incidents.<\/p>\n A statistically positive result may still be rejected because of margin, complexity, brand, or operational constraints. Preserve that reasoning.<\/p>\n A repository that contains only winners creates survivorship bias and encourages teams to repeat failed ideas.<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 ecommerce experiment repository<\/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 Organize around recurring problems such as size uncertainty, shipping surprise, product discovery, or payment friction. This makes prior evidence reusable across pages.<\/p>\n A winning test is not complete until the production implementation is verified. Record rollout date, final implementation differences, and post-launch monitoring.<\/p>\n Before adding a new experiment, search previous tests and related research. Prior evidence should change confidence and prevent duplicate work.<\/p>\n \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 ecommerce experiment repository<\/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 experiment repository<\/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 \u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/strong> \u0625\u0644\u0649 \u062b\u0644\u0627\u062b \u0637\u0628\u0642\u0627\u062a.<\/p>\n Use the business metrics most relevant to the decision: decision-ready tests documented, implementation status, repeated hypotheses avoided, learning reuse, and time to retrieve prior evidence.<\/p>\n Break the result down by problem area, funnel stage, hypothesis type, result, audience, platform, and implementation status.<\/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 repository 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 repository 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 repository, 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 repository 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 repository 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 repository 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\u062a\u062d\u0644\u064a\u0644<\/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 repository 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 repository 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 repository 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 repository 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 repository 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 repository 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 repository 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 repository 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 CRO knowledge base and experiment archive 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 repository 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 repository 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 repository 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 repository rather than applying it as a universal ecommerce rule.<\/p>\n \u0644\u0647\u0630\u0627 experiment repository<\/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 repository 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 repository 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 A\/B test documentation, 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 this experimentation knowledge system<\/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 repository rather than applying it as a universal ecommerce rule.<\/p>\n It is a structured way to analyze experiment repository 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 repository 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 repository 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 repository 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 repository rather than applying it as a universal ecommerce rule.<\/p>\n Ecommerce experiment repository is useful when it helps an ecommerce team make a clearer commercial decision. Experimentation programs lose value when test history, screenshots, methodology, decisions, and learnings disappear into slide decks or\u2026<\/p>","protected":false},"author":1,"featured_media":552,"template":"","tags":[795,793,792,794,797,796],"insight_topic":[60,63,791,62],"insight_content_type":[44,70,185],"insight_platform":[321],"insight_industry":[73,56],"insight_level":[71,57,58],"class_list":["post-551","insight","type-insight","status-publish","has-post-thumbnail","hentry","tag-a-b-test-documentation","tag-cro-knowledge-base","tag-ecommerce-experiment-repository","tag-experiment-archive","tag-experiment-reporting","tag-experimentation-learning","insight_topic-a-b-testing","insight_topic-conversion-optimization","insight_topic-ecommerce-experiment-repository","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\/551","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\/551\/revisions"}],"predecessor-version":[{"id":673,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight\/551\/revisions\/673"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/media\/552"}],"wp:attachment":[{"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/media?parent=551"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/tags?post=551"},{"taxonomy":"insight_topic","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_topic?post=551"},{"taxonomy":"insight_content_type","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_content_type?post=551"},{"taxonomy":"insight_platform","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_platform?post=551"},{"taxonomy":"insight_industry","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_industry?post=551"},{"taxonomy":"insight_level","embeddable":true,"href":"https:\/\/mersad.digital\/ar\/wp-json\/wp\/v2\/insight_level?post=551"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Store the problem and evidence<\/h2>\n
Preserve the actual treatment<\/h2>\n
Record methodology and integrity<\/h2>\n
Document the decision separately from the result<\/h2>\n
Capture losing and inconclusive tests<\/h2>\n
Tag learning by customer problem<\/h2>\n
Track production rollout<\/h2>\n
Use the repository during prioritization<\/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 experiment repository<\/strong>, keep this evidence scoped to experiment repository 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
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\u0643\u064a\u0641 \u062a\u0642\u062f\u0651\u0631 Business Impact \u0628\u0634\u0643\u0644 \u0645\u062d\u0627\u0641\u0638<\/h2>\n
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\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 repository 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
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\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
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\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
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\u0623\u062e\u0637\u0627\u0621 \u064a\u062c\u0628 \u062a\u062c\u0646\u0628\u0647\u0627<\/h2>\n
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\u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0625\u0644\u0649 \u0627\u0644\u062a\u0646\u0641\u064a\u0630<\/h2>\n
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\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n
What is this experimentation knowledge system?<\/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
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\u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0648\u0642\u0631\u0627\u0621\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629<\/h2>\n
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