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inconclusive

Product: Registration Flow Change

Hypothesis

If we A/B test Authority on product pages, then we can measure its impact and determine if it suits our context

Test Results

Key Learning

Context: The registration experience on the product asks too much too soon, causing potential users to drop off.

What was tested: has been validated across multiple real A/B tests. Use this as a high-priority test hypothesis backed by industry meta-analysis.

Result: No statistically significant difference was detected. Inconclusive social proof tests often mean the proof type or placement didn't match what users need at that moment. Try a different format or position.

How to Apply This to Your Site

This experiment tested product: registration flow change but produced no statistically significant change. The test was run on a product page page in the cross-industry industry. Inconclusive results suggest this particular change may not be a priority — focus testing effort on higher-impact areas.

Before you test: Consider that social proof tests typically require adequate traffic to reach statistical significance. Run your test for at least 2 full business cycles to account for weekly traffic patterns.

What Was Tested

Testing whether Authority improves conversion performance. This is a meta-pattern derived from multiple A/B tests across different companies. Applicable to product, signup page types.

Methodology

Confidence Level
70%

Build On These Learnings

Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.

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