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How does conversion lift testing work, and which ad platforms offer it?

Martech

Q: How does conversion lift testing work, and which ad platforms offer it to advertisers? Conversion lift testing, also known as “lift tests” or “lift studies,” is a method used by marketers to measure the incremental impact of their advertising efforts on conversions.

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Measuring marketing incrementality: Best of the MarTechBot

Martech

By dividing your audience into two groups — one that receives the marketing intervention (treatment group) and one that does not (control group) — you can directly compare the sales or conversions between the two groups. Provides clear data on what drives engagement and conversions.

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How to Build Cookieless Retargeting Strategies That Work

Single Grain

“Server-side event collection via the Conversions API bypasses browser cookie limitations and maintains retargeting capabilities, ensuring critical user interactions are captured for remarketing even when third-party cookies are blocked.” ” Meta’s Conversions API exemplifies this evolution.

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ROAS Masterclass: 12 Techniques to Maximize Ad Spend

Single Grain

If your conversion rates are low or youre simply spending too much on advertising, it may be time to review your ad spending. Creative optimization and regular testing can increase conversion rates by 15-25%. Implementing conversion rate optimization alongside ad optimization can double your effective ROAS.

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How attribution masks what’s actually driving growth

Martech

Did bidding on that branded term cause the conversion? Because most performance marketing campaigns are conversion-optimized. For pure-play DTC brands or the online portion of midsized omnichannel retailers, you’ll often see the total number of attributed conversions surpass the total number of actual conversions!

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The Science Behind Effective LinkedIn ABM: A Data-Driven Approach

Single Grain

Key Highlights Data-driven LinkedIn ABM campaigns outperform intuition-based approaches by up to 40% in conversion rates. For example, data-driven LinkedIn ABM campaigns outperform intuition-based approaches, driving 40%-60% more conversions. Build statistical models that predict conversion likelihood.

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Intro to Incrementality Analysis Series: Part I

Digital Remedy

Therein lies the challenge: How do marketers know which specific ads, or which specific campaigns actually drove the conversion, when so many other campaigns and ads are running concurrently? The brand has a hypothesis: If it introduces CTV advertising into its media mix, the conversion rate will increase. Enter incrementality.