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1,100+ A/B Test Results & CRO Research

Evidence-based test ideas, research findings, and best practices — searchable and free.

1,183 results

Test Idea

Test: Address "What’s changed since the first study?"

layouthomepage
Medium confidence
Test Idea

Test: Address "Educational gaps: Many found it difficult to understand switching protocols, ene..."

layouthomepage
Medium confidence
Test Idea

Test: Address "Transparent pricing: Prospects expressed frustration with teaser rates, unclear ..."

layouthomepage
Medium confidence
Test Idea

Test: Address "Provider comparison: Prospects struggle with comparing and contrasting multiple ..."

layouthomepage
Medium confidence
Test Idea

Test: Address "The responses this time around were very similar to the previous study: Plan com..."

layouthomepage
Medium confidence
Test Idea

Test: Address "To understand more about our SMB prospects' mental model, we asked what were som..."

layouthomepage
Medium confidence
Test Idea

Test: Address "Billing Clarity: Transparent billing forecasts and clear indication of any chang..."

mobile
Medium confidence
Test Idea

Test: Address "Terms and Conditions: Many interviewees scanned rather than read the terms and c..."

mobile
Medium confidence
Test Idea

Test: Address "Prototype Flaws: Some interviewees encountered issues with the prototype, such a..."

mobile
Medium confidence
Test Idea

Test: Address "Service Overlap: A common issue was the lack of clear options for overlapping se..."

mobile
Medium confidence
Test Idea

Test: Address "Mailing Address: Some queries about when the mailing address changes; the auto-s..."

mobile
Medium confidence
Test Idea

Test: Address "Overlapping Service: Many interviewees advocated for an option to maintain power..."

mobile
Medium confidence
Test Idea

Test: Address "Service Gap: Concerns were raised about enforced gaps between service cut-off an..."

mobile
Medium confidence
Test Idea

Test: Address "Many users unable to access payment information, fueling billing concerns."

layouthomepage
High confidence
Test Idea

Test: Address "290 mentions of broken login flows, outdated interfaces, and app glitches."

layouthomepage
High confidence
Test Idea

Test: Address "Lack of notifications and billing transparency increases anxiety."

layouthomepage
High confidence
Test Idea

Test: Address "Threats of disconnection and legal actions amplify frustration."

layouthomepage
High confidence
Test Idea

Test: Address "427 mentions tied to errors, surprise fees, auto-pay failures, and user confusio..."

layouthomepage
High confidence
Test Idea

Test: Address "Contract auto-renewals and misleading information about benefits remain issues."

layouthomepage
High confidence
Test Idea

Test: Address "Users frustrated by unclear plans, unexpected fees, and loyalty program failures..."

layouthomepage
High confidence

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