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Measuring marketing incrementality: Best of the MarTechBot

Martech

A/B testing (split testing): This is one of the most straightforward and effective methods for measuring incrementality. Multi-touch attribution (MTA): While not as precise as A/B testing, MTA models can help allocate credit to various marketing channels based on their contribution to conversions.

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5 Email Marketing Campaigns Every Small Business Needs

Salesforce

Welcome emails have an average open rate of 83.63% and a click-through rate (CTR) of 16.6% , both significantly higher than standard promotional emails. Wondering if you should sell or not? Upsell and cross-sell nurtures can help improve the customer’s lifetime value. Track results, tweak accordingly, and repeat.

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LinkedIn Sales Mastery: How B2B Teams Close More Deals with Social Selling

RingDNA

If you live for weekend trout fishing trips you might slip it in there, but not at the expense of describing the products or services you are selling. For example, say you sell commercial property insurance. SDRs & Sales Reps: LinkedIn is the perfect playground for social selling. Forget cold calling as your only tool.

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From Data to Delight: Why Hyper-Personalization Is the Future of Business

Salesforce

Ensure smarter A/B testing and personalization at scale AI doesnt just test variations. Track click-through rates (CTR), time spent on tailored content, and interactions with dynamic features like recommendations. Engagement metrics: Are personalized messages resonating?

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Seasonal PPC: Your guide to boosting holiday ad performance

Search Engine Land

For instance, if you’re selling fitness equipment, you’ll see searches for “home gym” spike every January. A/B testing isn’t just for websites. Click-through rate (CTR) : This tells you if your ad copy is resonating. A dip in CTR might be okay if your conversion rate is through the roof.

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Tips to Optimize Your Ecommerce Store with AI

Salesforce

It enables you to make better inventory, pricing, and marketing decisions by analyzing customer data and predicting what’ll sell best. Because of AI’s accurate predictions, you’ll get insights into which products might sell faster, customize your storefront , and boost your revenue despite minimal resources.

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Facebook Ads vs. AdWords: How to Decide and Start Optimizing for ROI

ConversionXL

What about A/B testing? Is a CTR of 20% good or bad? Who better to explain how quality score works than Hal Varian, the Chief Economist at Google… Hal Varian , Google : “There are three components to the quality score and the biggest one by far is CTR. Now, how can you increase your CTR? via YouTube).