A million impressions, zero information: reach vs change

You sent a customer an email, showed them a banner, told them about a discount. It feels as if information has been passed along. What you passed along was letters and pictures. Information, in the honest sense of the word, is what happens inside a person once the message reaches them. If nothing shifts inside, there was no information. There was data going past.

The distinction sounds like wordplay. It is also the reason one commercial can change how a whole city behaves while a hundred others burn away at the same reach.

For a company selling into Russia from abroad it carries extra weight. The dashboard looks familiar, and what decides whether a message lands is what you see least clearly from another country.

Data sits outside you, information happens inside

Data exists outside you. A line in an email, a number on a price tag, a voice from a speaker. You can walk past a thousand such lines in a day and notice none of them.

Information is born at a different moment. It appears when an incoming signal changes something inside you: a thought, a mood, a readiness to act. The fact of delivery guarantees nothing.

Your phone collects messages from banks, shops and apps all day. You read almost none of them. They arrived technically and moved nothing. Then a short line comes in saying 40,000 rubles have been charged to your card, and it hits you like an electric shock. That is where information appeared. The message changed your state and made you grab the phone to check the account.

So information does not live in the text. It lives in the reaction. The same words will be information for one person and a set of data for another.

Retail shows the same thing. A tag reading “20 percent off” hangs in a shop window all day. For a hundred passers-by it is background. For the one person who looked at that jacket yesterday and left to think it over, the same tag works like a gunshot: they stop, turn round and walk in. The data was identical for everyone. It became information only for someone who already had the right string stretched tight inside them. A good marketer stretches those strings in advance.

Advertising does not deliver, it presses

The usual picture in a marketer’s head runs like this: I have a message, I package it and deliver it to the audience. Like a parcel. Sent, delivery report received, box ticked. The picture is convenient and almost always false.

Advertising does not place content into a finished head. It presses on a person and tries to change their inner shape: how they see themselves, their problem, what counts as normal. If the pressure worked and the shape moved, information appeared. If it fell short, you poured data into a void.

Take a million banner impressions. In substance that is a million attempts to press on someone. If no attempt changed a single inner state, information never appeared at all. The reach is there, the report is handsome, and the money went on delivering letters that nobody opened on the inside.

So stop taking pride in the number of touches and ask after which touch a person became different.

How a million impressions can produce nothing

People saw the ad, so how can it be empty? They saw it with their eyes, yes. Seeing is still some distance from perceiving. The brain is economical and lets through whatever does not differ from the background. If a banner looks like the banner next to it and promises what everyone around it promises, the brain files it under “already known” and spends no attention on it. The signal physically reached the retina and went no further.

I have seen this many times in campaigns with good impression numbers and dead sales. The client looks at the report and cannot understand it: huge reach, silent phone. The answer is nearly always the same. The advertising was level. It created no drop that the brain could catch on.

Information needs contrast. Volume does nothing here. What counts is the difference from what the person already holds in their head. A familiar promise deforms nothing, because the shape is already like that.

There is a simple test. Cover the logo and read the text. If any competitor in your niche could sign it, the customer’s brain wrote those words into the background long ago. Now take out the general promises and leave one uncomfortable truth about your market, or one concrete result with a number and a deadline. The text stops being replaceable, and that irreplaceability creates the drop attention catches on.

Why the background is different in Russia

Here is where a foreign company usually goes wrong. Contrast is relative, and the background it is measured against is local.

The cover-the-logo test run at home tells you nothing about Russia. There your message sits among other companies, in another language, on other platforms. Google Ads is closed for the Russian market and Meta is banned there, so the signal has to work in Yandex search, the Yandex Advertising Network, VK and Telegram, next to local advertisers who have been writing for this reader for years.

Translation makes this worse, and I would treat that as a working rule more than a measured fact. A sentence with an edge in English often loses it on the way through a translator, and what comes out is the safe, general phrasing already common in the category. The Russian version is accurate and it is level.

The law adds a further constraint. Since 1 March 2026 the Russian language law (168-FZ) requires foreign words in consumer information to be duplicated in Russian in the same font, size and colour. If your contrast depended on an English slogan or a Latin-script product line carrying a foreign flavour, plan for what the Russian wording will do on its own, and have counsel confirm how the rule applies to you. Online advertising shown in Russia must also carry an ERID marking, including advertising from foreign companies. Like an impression count, the token says nothing about whether anyone changed.

What makes a signal readable

The odds of a shift depend on the clarity of the signal.

The sharper and more concrete a message is, the easier it is to read and the likelier something inside will stir. A vague message works like an Impressionist painting viewed from up close: there are brushstrokes, the edges dissolve, and there is nothing to hold on to. The brain spends energy on things with clear edges.

Compare two phrases, as an illustration of form: “We help businesses grow” and “We tripled inquiries from a clinic’s website in a month.” The first is soft and slides past. The second has edges: a period, an object, a number. The second is no truer by nature. It is simply more definite. Use the form only with a result you can actually stand behind.

Search ads follow the same law. A level, general ad merges with the results and gets skipped. An ad with specifics and a clear contrast stands out and earns the click. When I build Yandex Ads campaigns, half the work goes on giving the message an edge, and none of that is about bids.

Definite does not mean primitive

It is easy to swing to the other extreme and decide that clarity means reducing everything to “buy cheap”. Definiteness is clarity of contrast. It says nothing about poverty of content.

A complex thought can be definite too. A good book can be difficult and clear at once, and a short post can leave your head in a muddle because the author never knew what they meant.

So do not fear depth. Fear murk. While the structure of the message stays clear and readable without effort, complexity does not get in the way. Strong brands often say difficult things very cleanly, and that is the gap between advertising that changes people and advertising that puts them to sleep.

Measuring information instead of data

Now the unpleasant part for reports. Most familiar metrics measure data. Impressions, reach, contact frequency, emails sent: all of it describes delivery, how many times you pressed. None of these figures says whether a shift happened.

The metric of information is a change in the recipient’s state. Different behaviour: they clicked, reached the inquiry form, came back to the site. A different decision: they chose you over the usual supplier. A different perception: they began to think about their problem differently and started searching for something they had not considered yesterday.

Russian practice gives you decent instruments for those traces, some of which Google’s stack does not offer in the same form. Yandex Metrica is free and includes Webvisor, session recordings where you can watch how people actually read a page, which Google Analytics has no built-in equivalent for. Metrica goals and return visits cover behaviour. Wordstat, Yandex’s free query tool, shows how searches for your brand name and your category’s problem move from month to month.

One gap needs closing first. Much of the qualified contact in Russia happens in messengers, so a report that counts only forms and calls will understate the change you caused. And none of these tools reads a mind: they record traces, and you interpret them.

What to do if you sell into Russia from another country

1. Split your report in two. One column for delivery, one for change. If the second is empty, you know what you are paying for.
2. Read the local background before writing. Search your category on Yandex with the region set to your target city, and read what the page promises.
3. Run the logo test on Russian text, against Russian competitors. Ask a native speaker who knows the market.
4. Write the Russian message as a message. Start from what the buyer already holds in their head, which is the job of customer research, and treat your home copy as a brief.
5. Connect Direct to Metrica and count messengers. Set goals for the actions that show a person moved, before the first ruble is spent.
6. Ask one question of every campaign. Skip “how many people saw it”. Ask how many people had something change afterwards.

Try it on yourself. Recall the last ad that really changed you. You can name one. Now recall the hundred ads that went past you last week. You cannot, because for you they never existed.

The first became information. The rest stayed letters on a screen.

Frequently asked questions

Sources

• Russian version of this article on belokrylovo.ru: Что такое информация и почему она не равна данным