data.day

Rename Your Metrics Like a Human: A Plain-English Glossary in 30 Minutes

Stop speaking in acronyms. If your report needs a legend, it has already failed. Here is how to rename your metrics so the client actually understands them.

The awkard Silence of the Acronym

There is a specific kind of silence that happens in boardrooms. It occurs right after a consultant says something like, “Our CTR is down, but the CPM is stable, so the eCPC remains viable due to the high LTV.”

The client nods. They smile a tight, frozen smile. They have absolutely no idea what you just said.

This is not a “technical” conversation. This is a failure of empathy. It is tragic, really. We spend years learning these acronyms—CPC, CPA, ROAS, MER—and we wear them like badges of honour. We forget that our clients are not data analysts. They are bakers, or bankers, or builders.

When you speak in acronyms, you are forcing the client to do mental translation.

  • You say: “CPM.”
  • They think: “Cost Per… something. Million? Millipede? I should know this. I can’t ask or I’ll look stupid.”

That split second of confusion is where trust goes to die.

The Drag: The Legend Requirement

If your report requires a “Glossary of Terms” on the last page, your design has failed. A report should be self-evident.

I once saw a dashboard that had a little “i” icon next to every single header. If you hovered over it, it explained what the metric meant. The designer was very proud of this. “Look,” he said, “it educates the user!”

Rubbish. The user is a CEO. She doesn’t want an education; she wants a profit margin.

Using the default naming conventions from Google Analytics or Salesforce is just lazy. It is “Out of the Box” thinking, and I mean that in the worst possible way. It means you haven’t bothered to unpack the box.

The Answer: The “Grandmother Test” Renaming

We implemented a new rule for all client-facing decks: The Plain English Override.

We spent 30 minutes one afternoon and created a translation layer. We renamed every metric to describe what it actually is, not what the database calls it.

The report saysA clearer label for the reader
CTR (Click Through Rate)Clicks per 100 ad impressions
CPC (Cost Per Click)Cost for each ad click
ROAS (Return on Ad Spend)Attributed revenue per £1 of ad spend
Conversion RateConversions per 100 ad interactions
Impression ShareShare of eligible ad impressions won

Keep the meaning intact. A click is not necessarily a new visitor. A conversion might be a lead rather than a sale, so name the action you track. Impression share concerns eligible ad opportunities, not the whole market. These labels follow Google’s definitions of CTR, CPC, ROAS, conversion rate and impression share.

The effect was instant. “Attributed revenue per pound of ad spend is £4.” “Ah,” says the client. “So every advertising pound is credited with four pounds of revenue?” “Spot on. Revenue, not profit; costs still need to come off.”

No confusion. No awkward silence. No feeling of inferiority for the client.

It feels strange at first. You worry you are “dumbing it down.” You aren’t. You are opening it up.

Renaming your metrics is the cheapest, fastest way to improve your reporting. It costs nothing but a bit of empathy. Stop speaking code. Speak human. It’s better for everyone’s blood pressure.

FAQs

But aren't these the industry standard terms?

For *our* industry, yes. Not for the client's. Speak their language, not yours.

Does renaming metrics make us look less technical?

It makes you look like a partner rather than a technician. Partners get promoted; technicians get replaced.

What if the tool doesn't let me rename the column?

Then export it to Excel and change it there. Or put a text box over it. Do not let the software dictate your manners.