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How the Index Actually Works

LinkedIn data privacy settings on a smartphone screen.
Photo by Zulfugar Karimov on Unsplash

In my last post, I told you where the Data Human Index came from. Today I want to show you how it actually works.

The Index scores any brand’s data experience across five dimensions. Each one is scored 0 to 4 using only what you can observe from the outside, so no inside access or guesswork is needed. Just a laptop, a browser, and about twenty minutes.

Here is the scale

0This doesn’t exist at all.
1It exists, but fails visibly.
2Partial. Some effort is there, but significant gaps remain.
3Mostly present. The intent is clear, but friction remains.
4Fully realized. Designed with genuine care.

The five dimensions combine to give a total out of 20. Here is what that total means:

0–7Extraction-first. Data practices prioritize the brand over the user.
8–13Developing. Some effort is visible, but significant gaps remain.
14–18Trust-aware. Genuine care across most dimensions, with specific weaknesses.
19–20Human-centred. Transparent, respectful, and designed with the user in mind.

Most brands land somewhere in the middle. That isn’t a failure, it’s a starting point.

What scoring looks like in practice

Imagine a brand you use every day. You open their website for the first time, in a private browser window so you see exactly what a new visitor sees.

Transparency2

Can you find the privacy policy? You count the clicks. Three. It’s there, but not easy to find.

Consent1

A cookie banner appears. The Accept button is large and blue but the Decline option is grey, smaller, and tucked into a corner. The choice exists but it doesn’t really feel like a choice.

Clarity1

You paste the opening section of the privacy policy into Hemingway Editor. It scores Grade 14, which is University level. Most people reading it would need to read it twice just to follow the sentence structure.

Control2

You search for “delete my account” and it takes four clicks to find the right page. A self-serve option exists, but it’s not easy to use.

Empathy3

You find the support page in two clicks. There’s a live chat option and a human responds.

9 / 20
Developing

Just a brand doing some things reasonably well and others poorly, and now you can see exactly where and why.

That’s what the Index is for. Not to shame brands, but to make the gap between promise and experience visible, specific, and measurable.

I’ve already run Facebook and TikTok through the Index but before I share the scores, I’m curious — what would you guess? Which brand do you think scores higher overall, and which dimension do you think produces the most surprising result?

Have a guess before you look. Then I’ll show you what the data actually says.

See how Facebook and TikTok actually scored

Or score a brand yourself

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