Updated
Social Media
Social Media A/B Test Planner
Plan clean experiments that improve performance: define one variable, generate variants, schedule fairly, track results, and calculate lift.
Build an A/B Test Plan
Choose a platform, goal, and one variable to change. Then generate variants, a schedule, and a tracking sheet you can export.
Keep everything else identical so the test is interpretable.
Example: 100 clicks, 10,000 views, 35 saves—use your typical result.
If B beats A by at least this %, you’ll adopt B.
More runs reduces randomness if your reach varies.
Build your plan, then switch to Variants and Schedule tabs to copy-ready testing assets.
Variants are designed to change only one thing. You can edit them to match your voice, but keep the tested variable consistent.
No variants yet. Generate your plan in the Test Setup tab.
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Sequential A/B tests are not perfect split tests, but a fair schedule reduces bias. Keep time blocks consistent and avoid major topic changes.
No schedule yet. Generate your plan first.
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Enter results for A and B (or repeated runs). The planner calculates lift and a simple decision outcome based on your minimum lift.
Export will include setup, variants, schedule, and a results section.