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Read this before you sign.

Plain-spoken writing on analytics for operators, not engineers. How to tell a real system from a screenshot, where profit leaks out of a home services business, and what the numbers are actually telling you to do next.

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"The marketing report and the sales report never agree," beside two report sheets with mismatched bar charts — one totaling $125,000, the other $78,000.

The Marketing Report and the Sales Report Never Agree

Your marketing report and your sales report never match because they count different things. Here is why the numbers disagree, why it is quietly expensive, and the line by line way to get to one source of truth.
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"You probably don't need the expensive model choice." Left, a tangled overbuilt machine labeled 80% unused; right, a simple funnel labeled 95% outcome success.

You Probably Don’t Need the Expensive Model

Gartner projected only 20% of analytics insights ever deliver a business outcome, and most BI tools sit unused. Most home services owners do not need predictive analytics. Here is the right size test, when you actually do need the build, and proof that small wins.
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"Home services owners are wasting profit in the five-minute window," beside a stopwatch reading 4:30.

The Five Minute Window: Why Slow Callbacks Cost Home Services Owners More Than Bad Marketing

Reaching a fresh lead in five minutes makes you 21x likelier to qualify it than waiting thirty (Harvard Business Review). Here is what slow callbacks cost home services owners, and a four-step way to close the gap.
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How Vixster Cut Its Cost Per Pickup ~40% and Funded Its Own Expansion

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Seven criteria for vetting an analytics partner — business acumen, proven results, data expertise, transparency, scalable process, communication, focus on impact — plus a row of five red flags, beside the headline How to Vet an Analytics Partner

A Dashboard Is the Easiest Part to Fake: How to Vet an Analytics Partner Before You Sign

Any vendor can show you a pretty dashboard. Here are the four questions that tell you whether there is a real system behind it, before you sign.
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