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Field note

What distribution gets you, and why it compounds

Not views. The honest answer is that it widens the range of good things that can happen to you — your luck surface — and that nobody can tell you in advance which one will arrive.

Atharv Sankpal

By Atharv Sankpal

More than five years in personal branding. Runs atharvsankpal.com and works with founders and businesses in the US on their digital presence. Previously produced AI video for brands.

Published 2026-08-14 · Updated 2026-08-15

Written from our own client work and the research linked below, drafted with AI assistance, then reviewed and approved by the named author. How we write · About the author

The short answer

Distribution is the accumulated audience that knows who you are, and its value is a wider luck surface rather than any single outcome. When more people can see what you do, more good things become possible: clients who arrive pre-sold, hires who applied because they follow your thinking, journalists looking for a source, invitations and partnerships nobody planned. None of it can be forecast and all of it becomes likelier. It compounds where advertising resets, it works in almost every field — usually against no competition, because so few people publish — and you build it on about an hour a week of your own input. The cost is months of publishing before anything measurable happens, and attribution that never gets clean.

The benefit is a wider luck surface

The honest answer to what distribution gets you is that nobody knows in advance, and that is precisely its value. When more people can see what you do, more things can reach you: an introduction, a client who had heard of you before they needed you, a hire who applied because they already respected your thinking, a journalist looking for someone to quote, an invitation to speak. None of these can be planned, all of them become likelier, and any one of them can change a year.

What publishing really does is widen your luck surface — the range of opportunities that can find you. A public piece of work can be seen by anyone with a phone: a prospective buyer, a reporter, a future employee, a possible partner, in principle even someone like Elon Musk scrolling past. Offline, and even with online outbound, you can only reach the people you deliberately contact. Published work is found by people you would never have known to contact — and those are often the opportunities that matter most.

A real example

We produced AI videos for the founder of a London-based healthy-food brand — protein meals — and published them. At a modest scale (a couple of thousand followers, reels averaging around a thousand views) a message arrived that no outbound campaign could have produced: a gym trainer, unprompted, asking about offering the brand’s protein meals to members at their gym. Nobody had set out to sell through gyms. That channel existed only because the content was public and one specific person happened to see it. Anonymised at the client’s preference.

That is the shape of the return, and it is uncomfortable for anyone who wants a forecast. You cannot say which opportunity will arrive or when. You can make arrival much more likely, and be positioned to catch it when it comes.

Why it compounds where advertising resets

Paid attention resets the day you stop — the reach goes to zero within days, and next quarter you start from the same place with a bigger budget. An audience does not reset. Someone who followed you two years ago is still there, and each new piece lands on a larger base than the last, which is a genuinely different mathematical shape from a campaign.

Paid attentionDistribution
When you stopReach goes to zero in daysThe audience is still there
Next quarterStarts from zero againStarts from a larger base
Old materialDead once the campaign endsStill being found and quoted
What it leavesNothing retrievableA body of work people and machines can find
Cost directionRises as you scaleFalls per unit of attention over time

The compounding is not only in audience; it is in the record. Two years of published thinking is a searchable, citable body of material that keeps working while you sleep — still being found, still being quoted, and increasingly cited by AI answer engines deciding who the expert is. No campaign ever run can claim that.

It applies to far more people than assume it does

The instinct is that this is for people whose business is attention. It is not. A clinician known beyond their referral network fills a schedule differently. A lawyer whose commentary on a narrow area of law is widely read gets called about that area. A specialist consultant who publishes competes on reputation rather than on price. The mechanism is identical, and the only variable is whether anyone in the field has bothered.

Which is the underrated part. In most professional fields almost nobody publishes consistently, so the bar for becoming the recognised voice is far lower than it looks. The competition is not other publishers — it is silence.

The second-order effects matter more

The direct benefits are the obvious ones. The indirect ones tend to matter more.

How to actually widen your luck surface

The benefit is not automatic. It follows from one specific, repeatable habit, and here is what that habit actually looks like.

Our own method for extracting that hour is in turning one hour into a week of content, and the whole workflow, written so you can run it without us, is in doing it yourself.

The honest cost, and why most people stop

Time, consistency, and a tolerance for ambiguity. You will publish for months before anything measurable happens, and when an opportunity finally arrives it will not arrive labelled — nobody says they are calling because of the eleventh video; they say they had heard of you. That is the correct answer and it is useless for a spreadsheet, which is why this work survives in founder-led companies and dies inside marketing departments, where a line item has to be justified within a two-year tenure.

The uncomfortable implication is that the difficulty is the moat. If this produced clean attribution in six weeks, everyone would do it and it would stop working. The vagueness that makes most people quit is the same vagueness that leaves the ones who continue with something hard to compete with.

What the research says the benefit actually is

The luck-surface argument above is ours. The measurable part has been studied repeatedly, and the findings point at the same thing: publishing changes how buyers judge you before any conversation happens.

Published research

FindingFigureSource
Decision-makers who trust thought leadership over a company’s own marketing73%2024 Edelman-LinkedIn B2B Thought Leadership Report
C-suite who say thought leadership made them question an existing supplier70%2024 Edelman-LinkedIn B2B Thought Leadership Report
Hidden decision-makers more likely to champion a vendor in an RFP79%2025 Edelman-LinkedIn B2B Thought Leadership Report
B2B deals that stall on internal misalignment in the buying groupover 40%2025 Edelman-LinkedIn B2B Thought Leadership Report

The last two matter more than they look. Much of a B2B decision is made by people you never meet, and published material is the only thing that reaches them.

Questions people actually ask

What is the actual benefit of building distribution?

A wider luck surface. The specific benefits cannot be predicted, which is the point: introductions, clients, hires, press, invitations and partnerships all become more likely as more people know what you do. You are widening the range of good things that can reach you rather than pursuing one of them.

Does distribution work outside of media businesses?

Yes, and often more dramatically, because expectations are lower. A practitioner in a field where nobody publishes has far less competition for attention than a creator in an already crowded category.

How do I actually start widening my luck surface?

Publish consistently under your own name, make the content your real work (decisions, demos, results), keep it specific and narrow, cross-post to where your people already are with LinkedIn as the anchor, and run the whole thing off about an hour a week while production is handled around it. The section above breaks each step down.

Can I build distribution without becoming an influencer?

Yes. The goal is being known by the few thousand people who matter in your field, not by the general public. That is a very different objective from audience growth for its own sake, and it usually needs far less volume than people expect.

Sources

How this was made: written from our own client work and the research linked above, drafted with AI assistance, then reviewed and approved by the named author before publication. The example is anonymised at the client’s preference. Our editorial standards.

The mechanics are less mysterious than the benefits. This is exactly what we run, week by week.

How we build distribution →

Widen the surface area

We will work out the subject you should be known for, and what a year of consistent output under your name would put in reach.

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