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Incrementality testing: What it measures, what it misses, and how to use it wisely
December 18, 2025

Incrementality testing: What it measures, what it misses, and how to use it wisely

You’re celebrating your latest campaign’s return on ad spend numbers. The dashboard shows solid conversions, and your boss is happy. Then someone asks the uncomfortable question: “Would those customers have … Continued

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Understanding multi-touch attribution models
December 16, 2025

Understanding multi-touch attribution models

You’re juggling ad spend across Facebook, Google, email campaigns, and maybe even podcasts, and each channel is claiming credit for the same conversions. Meanwhile, your boss wants to know which … Continued

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MMM models: Understanding marketing’s true impact
December 12, 2025

MMM models: Understanding marketing’s true impact

A CMO reviews her quarterly business review and sees a puzzle that doesn’t add up. Facebook reports a 5x ROAS. Google claims credit for 60% of conversions. TikTok insists its … Continued

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Algorithmic attribution model: Understanding the reality of conversions
December 10, 2025

Algorithmic attribution model: Understanding the reality of conversions

Remember when GPS navigation first arrived? Before that, we had MapQuest printouts with turn-by-turn directions that assumed every route worked the same way. Then GPS changed everything—dynamically rerouting based on … Continued

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Guide to effectively measure marketing attribution
December 9, 2025

Guide to effectively measure marketing attribution

A marketing team finishes their quarterly review. Paid social is driving engagement, search is generating conversions, and awareness campaigns are boosting traffic, but when asked which effort actually moved revenue, … Continued

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What does incremental mean in marketing? A clear explanation and guide
December 8, 2025

What does incremental mean in marketing? A clear explanation and guide

You’re trying to figure out if your new workout routine is actually working. It feels like it’s working. You’ve definitely lost five pounds. But you also cut down on late-night … Continued

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Customer journey attribution: Measuring every touchpoint
December 5, 2025

Customer journey attribution: Measuring every touchpoint

A customer sees your TikTok ad while scrolling at lunch, reads your blog post that evening, clicks an email campaign two days later, and finally converts after searching your brand … Continued

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Behavioral segmentation in marketing: A complete guide
December 3, 2025

Behavioral segmentation in marketing: A complete guide

You’ve probably noticed that two customers with identical demographics—same age, same income, same location—can behave completely differently when it comes to your brand. One might browse your site weekly but … Continued

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Channel attribution: Measuring what drives conversions
December 2, 2025

Channel attribution: Measuring what drives conversions

A potential customer sees your TikTok ad while scrolling during lunch, clicks a Google Ads result two days later, opens your email newsletter the following week, and finally converts through … Continued

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How modern marketers are using cross-channel analytics for smarter decisions
December 2, 2025

How modern marketers are using cross-channel analytics for smarter decisions

You’re staring at three different dashboards. Facebook says your campaign drove 500 conversions. Google Analytics claims 350. Your CRM shows 275. They can’t all be right—but which one do you … Continued

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