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inconclusive+35.0% lift

Landing Page: B2B Landing Page Optimization Program for 3M

Hypothesis

3M's B2B landing pages across multiple verticals (automotive, safety, healthcare, manufacturing) lack conversion focus because they were built by marketing teams without experimentation expertise. Applying structured CRO methodology with clear MQL definitions will exceed internal conversion rate targets.

LayoutLanding PageSaaSb2blanding-pagelead-generationenterprisemulti-vertical

Test Results

Key Learning

Context: Users on the landing page don't feel confident enough to proceed — they need reassurance that their data and money are safe.

What was tested: Enterprise B2B CRO requires aligning multiple business units on shared definitions of 'conversion' before testing begins. Long B2B sales cycles mean top-of-funnel landing page conversion (MQL generation) has a long revenue tail

Result: No statistically significant difference was detected. This null result is still valuable — it narrows the search space and helps calibrate your minimum detectable effect for future tests.

How to Apply This to Your Site

This experiment tested landing page: b2b landing page optimization program for 3m but produced no statistically significant change. The test was run on a landing page page in the saas industry. Inconclusive results suggest this particular change may not be a priority — focus testing effort on higher-impact areas.

Before you test: Consider that layout 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.

This result reached 95% statistical confidence, meaning there is a very low probability the observed effect was due to chance. Results at this confidence level are generally considered reliable for making business decisions.

What Was Tested

3M's digital marketing team had attempted experimentation internally but found it too process-intensive. Invesp worked across multiple B2B verticals to optimize landing pages used to generate leads for the internal sales team. Over 12 months, the program integrated online and offline campaign tracking and delivered 50% conversion rate improvement — well exceeding 3M's 30% stretch goal.

Methodology

Confidence Level
95%
Lift Range
20.0% to 50.0%

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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