
Marketing Analytics Strategist
Ryan Mitchell is a marketing analytics strategist specializing in campaign measurement, customer journeys, and marketing performance. He writes about analytics, reporting, and data-driven marketing strategies, helping SaaS and B2B teams measure what matters across every stage of the customer journey.

The gap between signing up and getting value is where onboarding starts to matter. The goal is not to give users more steps, but to lead them through the right ones without losing momentum. An onboarding funnel helps you see that sequence more clearly. It shows how users move through the key steps that lead […]

A conversion can look simple in a dashboard. But in reality, it is usually the result of multiple campaigns, visits, and decisions building on each other over time. Multi-touch attribution tools help make that picture clearer. Rather than assigning all the credit to a single source, they show how different efforts contribute across the full […]

Most analytics platforms seem to promise the same thing. But once you look closer, the differences start to matter. Some are built around product experience and in-app guidance. Others are better at showing user behavior, session insights, or marketing attribution in a more actionable way. In this blog, we’ll compare Pendo vs. FullStory vs. Usermaven, […]

People rarely move through a website or product in a straight line. They compare options, hesitate, leave, return, and make decisions in ways that are often hard to predict. That is what makes user behavior worth understanding. It reveals the patterns behind how people explore, evaluate, and respond across different stages of the journey. In […]

Choosing an analytics platform should be straightforward. In reality, it rarely is. Matomo, Plausible, and Usermaven are often compared side by side, but they are built with different priorities in mind. That means the best fit depends on what you actually need from your analytics. For some teams, the priority is privacy and simplicity. For […]

Analytics should be useful, not excessive. More tracking does not always lead to better insight. In many cases, it just creates more noise, more risk, and more questions. That is why privacy-first analytics tools are getting more attention. They offer a more balanced way to measure website performance and understand user behavior without relying on […]

You can drive plenty of traffic and still have no clear view of what actually worked. That is usually where campaign reporting starts to fall apart. UTM parameters give marketers a simple way to organize traffic across channels. Adding clear labels to your links helps you see where visits are coming from and which campaigns […]

A campaign can generate clicks, leads, and even conversions, but still leave you guessing what actually made it work. That is the problem campaign analytics tools are built to solve. The right tool brings multi-touch attribution, customer journeys, and campaign performance into one view so the data is easier to understand and act on. In […]

Search ads can bring in clicks fast. Knowing which ones are worth paying for is the harder part. Most ad platforms give you plenty of data. Impressions. Clicks. CPC. Conversions. But data alone does not tell you what is driving returns. You still need to see what is working. Which campaigns deserve more budget? Which […]