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Website traffic in plain English, not another table of numbers

Analytics is often a company’s best-configured tool that nobody reads. Here’s how to turn it into a short, plain-English summary you can act on right away.

Google AnalyticsClaude Code

Illustration for the article: Website traffic in plain English, not another table of numbers

What you’ll take away

You have tracking on your website; it’s just that nobody ever opens the reports. In a few minutes of reading, you’ll know which four questions a report should answer. And you’ll be able to spot the numbers that grow nicely and decide nothing.

  • I’ll show you why well-configured tracking turns into a report nobody opens within a month.
  • You’ll get a one-minute self-test: looking at last month, try to say in one sentence why the numbers look the way they do.
  • You’ll see the four questions a report should answer and how that differs from a standard export.
  • And you’ll learn where tracking hits its limits and why nobody should expect accounting-level precision from it.

Analytics is often the best-configured thing in a company that nobody reads. The tracking code is on the website, goals are switched on, reports are built. Every now and then someone looks at them, says things are growing, and closes them. No decision ever comes out of it, so the whole tracking setup slowly turns into decoration.

I know this from my own side, too. For years I kept a tab with the report open and dutifully looked at it. I saw bars, a curve, and percentages. What I never saw in it was the answer to the question I was actually asking: what should I do differently next month?

Numbers are where the question starts, not the answer

Analytics measures behavior, not success. On its own, it tells you nothing about whether you’re doing well. It only tells you how many people came and where they went, and it leaves the interpretation to you. Yet most businesses stop right at that first number.

On top of that, traffic is the most seductive and least useful number in the whole set. It can spike because of a single social media mention or because of bots. It goes up, you feel good, and nothing at all changes in your calendar.

Dead dashboard

A dashboard full of charts that someone carefully built and nobody has opened since the first week. It’s easy to spot: nobody can name a single decision that was ever made based on it. The tool isn’t at fault; the dashboard simply answers questions nobody is asking.

A report that doesn’t tell you what to do differently next time is just the past in nice colors, not measurement.

Four questions a report should answer

A useful report answers four things and nothing else. How many people came, and from where. What they did on the website. How many of them got in touch. And what has changed since last time.

That last question is the most important of all, and it’s also the one most often missing. A bare number for the month means nothing, because you have nothing to compare it with. Only the difference from the previous period shows whether something is happening or the website is just quietly coasting.

The second and third questions are more connected than they seem. When you know which pages people leave from and how many of them get in touch afterward, you can find the bottleneck without a single chart. Usually it’s one page where the journey breaks, not the whole website.

The first point is where the most confusion tends to be. Lots of visits end up in a vague bucket, and the source can’t be traced. The simplest defense is making sure every link in a campaign, an email, or a post carries information about where it came from. Then you don’t have to guess where people came from.

The average is the worst adviser you can have

An average across the whole website hides exactly what you need to see. Average time on page lumps together two completely different people. One found the phone number in ten seconds and was happy. The other spent three minutes looking for the price in vain and left annoyed. The average turns them into one lukewarm value.

That’s why it makes sense to look at numbers broken down by source and by page rather than at the total. The interesting stuff almost always hides in small groups. One source that sends few people, nearly all of whom inquire, is worth more than the biggest bar in the chart.

Vanity metric

A number that can grow without anything changing behind it. Visits, reach, impressions, follower count. You can spot one with a simple test: if it grows by a quarter, can you finish the sentence “and so now we’ll…”? If not, it doesn’t belong in the report.

One-minute self-test

Open last month and try to say in one sentence why the numbers look exactly the way they do. The why, not the what. If you can’t finish the sentence, what’s missing is interpretation, not data, and that’s exactly what nobody asks of their analytics.

A report that shows up on its own and speaks plain English

The best report is one you don’t have to open. It arrives on a set day, it’s short, it’s written in normal sentences, and it ends with a suggestion of what to do about it. AI can now put it together from your own numbers, including a comparison with the previous period and a heads-up about anything that got out of line.

Technically, it’s the same kind of work AI now routinely does right inside a company Google account. And the report is usually ready before you sit down at your desk, because it gets prepared overnight. In the morning, you read it like an email from a colleague, not like homework.

If you want charts too, let them build themselves. Just make them an attachment, not the main content. And since every round of measurement is usually followed by a change to the website, it helps that a change can now go live with one prompt instead of a two-week order with a vendor.

Safeguard

No analytics sees everything, and none ever will. Some people block tracking, some decline consent, and bots swallow some of it. So treat the numbers as good-enough input for a decision, not as accounting. If you expect precision down to the last unit, you’ll end up with false certainty.

Who this isn’t worth it for

This isn’t for everyone. If your website has a single traffic source and you get customers through referrals, you have nothing to compare. A look at your calendar and your invoices will do the same job, and it saves you a whole setup.

It also isn’t worth it where decisions get made based on what the owner thinks anyway. Measurement is only worth something if you’re willing to change things because of it, including things you like. Otherwise, you’re just paying for a more expensive way to confirm what you expected all along.

The whole report in a nutshell

  1. Pick four questions: how many people, from where, what they did, what changed.
  2. Make sure every outside link carries its origin. Otherwise you’re measuring fog.
  3. Don’t look at averages. Break the numbers down by source and by page.
  4. Have the report written in plain English, as a few sentences with a suggestion of what to do next.
  5. Have it arrive on its own on a regular day, always compared against the previous period.
  6. Change one thing based on it every month; that’s what it’s for.

These days I don’t keep that report tab open, and I know more about my website than ever. A good report is measured by how many times it made you do something differently, not by how many numbers it contains.

FAQ

How many numbers should a report like this contain?

As many as one screen and one read-through can carry. A good monthly report fits into a few sentences, and each one makes clear what you can do about it. If you can’t read it over a cup of coffee, nobody will read it.

Why don’t these numbers match what I see in my ad account?

Because every system counts something slightly different, and some visits never get recorded anywhere. Differences of a few percent are normal. Tracking is for comparing over time, not for getting different tools to agree down to the last digit.

Do I need to understand analytics to get value out of this?

No. You need to be able to ask a question in a plain sentence. AI can now translate a technical table into plain English, which leaves you the more interesting part: deciding what to do about it.

How do I spot a number that means nothing?

Try finishing this sentence: if this number grows by a quarter, I’ll change this because of it. If you can’t finish the sentence, it’s a vanity metric, and it has no place in the report.

Who is this worth it for, and who not?

It pays off if you send people to your website from several places and want to know which ones to strengthen. If you have a single traffic source and get customers through referrals, a look at your calendar will do.

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