5 Aspects of your Business you Need to Track Today to make any Data-Driven Decisions
You can't get insights from data you didn't collect. It's less important about where you're storing the data and more about what you are -- and aren't. This is because we can use the data to calculate metrics (or 1-number summaries) that tell us what's happening in our complex business, and when tracked over time, can tell us how we're doing in terms of product market fit -- and where can we improve.
After 10 years of collaborating with companies of all shapes, sizes and industries, I've found that all aspects of your business fall into just 5 attributes that you should (legally and ethically) track across your platform/hardware/service and your customers, timestamped at the individual event level:
"Demographics" of the customer's/IoT device (e.g. Android/iPhone, tablet, desktop, hardware type),
Your app's/platform's "demographics" (e.g. release 0.9.3, pricing plan(s)),
State(s) of the app's/platform's assets (e.g. inventory, sensor(s)),
Interactions of all of the above, and
Touch-points (e.g. acquisition channels, marketing emails, customer service interactions, sensor maintenance),
By tracking these 5 attributes about your business, you'll be able to answer virtually any question -- about the past, present and future*. These include:
Ways to improve product market fit?
Who's on the platform right now? And how are they using the product?
who your high-profit customers are and how they found you,
what their purchase triggers are,
where they're coming from, and
what keeps them coming back;
Track how your offering has changed over time, what it looked like at a given point in time, and how that impacted the business;
Identify best- and under-performing product features, to help prioritize development;
... and many more.
Let's find out what mission-critical data you're missing, that's stopping you from improving your product market fit and making your customers happier -- in this flat-fee 90-minute call.
Keywords: Data strategy, customer acquisition, CAC, retention. customer understanding, Internet of Things (IoT) sensors, data products
*Data quality permitting
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Tips for tackling the cold-start problem of CAC, by Elizabeth Yin
SaaS Metrics 2.0, by David Skok
Drive Growth by Picking the Right Lane — A Customer Acquisition Playbook for Consumer Startups, by Dan Hockenmaier and Lenny Rachitsky
Steps to enable to track your customers across platform, starting with Google Analytics