Field note
How to tell distribution is working when attribution fails
The honest problem with this work is that when it pays off, nothing tells you why. Here is what to watch instead, and what to stop watching.
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
Researched against primary sources, drafted with AI assistance, then reviewed and approved by the named author. How we write · About the author
Attribution does not work for distribution, and pretending otherwise is why most programs get cancelled. When someone finally books a call, they will say they had heard of you, not that they saw the eleventh video. So the useful measures are leading indicators rather than conversions. Branded search volume, the proportion of inbound that arrives already convinced, whether people open conversations by referencing something you wrote, reach relative to follower count, and engagement rate rather than raw views. Impressions and follower counts are the ones to ignore, because they can be large while none of the above is moving. The uncomfortable part is that the honest measures are slow, directional, and impossible to put in a dashboard convincingly.
- Attribution genuinely fails here. Plan for that rather than fighting it.
- Watch leading indicators: branded search, inbound quality, reach ratio, engagement rate.
- Ignore impressions and follower count. Both can rise while nothing works.
- The best signal has no number: people arriving already convinced.
Why attribution fails
Attribution assumes a traceable path from exposure to action. Distribution does not produce one.
Someone encounters you on LinkedIn, hears you on a podcast months later, reads an article, mentions you to a colleague, and eventually searches your name directly and books a call. The tracking records a direct visit. Every earlier step, which is where the persuasion actually happened, is invisible.
This is not a measurement problem to be solved with better tooling. It is the nature of the thing. Accepting it early is what lets you keep going long enough for it to work.
What to watch instead
| Indicator | What it tells you | Roughly when it moves |
|---|---|---|
| Branded search volume | People are actively looking for you by name | Months in, and it is the cleanest signal there is |
| Quality of inbound | Whether enquiries arrive already convinced | Months, and it changes how calls feel before it changes volume |
| Unprompted references | People opening with something you wrote | Early, and it is the first real sign |
| Reach relative to followers | Whether the audience is genuinely engaged | Weekly, and it is more honest than raw reach |
| Engagement rate | Whether the material lands with anyone | Per post, and it is the fastest feedback available |
| Invitations you did not seek | Podcasts, speaking, press requests | Later, and it is the strongest confirmation |
The best of these is the one with no number attached. When people start conversations already knowing your view on something, the work is functioning.
What to ignore
Impressions. Reach can be enormous while nobody remembers you. It is the metric most often reported precisely because it is the easiest to make large.
Follower count. A number that grows regardless of whether anyone reads you, and one that platforms are happy to inflate with the wrong audience.
Any single post going well. One piece performing tells you about the piece. Distribution is the base level across everything, which is a different measurement entirely.
When to conclude it is not working
Being honest cuts both ways, so here is the negative case.
If you have published consistently and specifically for six months and none of the leading indicators have moved at all, something is wrong. Usually one of three things: the subject is too broad, so nobody associates you with anything; the content has no position in it, so there is nothing to remember; or you are publishing where your buyers are not.
What is almost never the problem is frequency, which is what people reach for first. Posting more generic content more often does not fix generic.
What the numbers do and do not tell you
Since attribution fails here, it helps to know which measured findings are worth holding in mind and which commonly quoted ones are not.
Published research
| Finding | Figure | Source |
|---|---|---|
| Buyers who rate the thought leadership they read as very good | 15% | Content Marketing Institute / Edelman-LinkedIn |
| Marketers producing it anyway | 96% | Content Marketing Institute / Edelman-LinkedIn |
| AI referral traffic as a share of total web traffic | about 1% | Search Engine Land |
| Share of the buying journey spent with suppliers | about 17% | Gartner |
The first pair is the most useful diagnostic on this page. If your material is not landing, the base rate says the likeliest cause is quality rather than frequency, and posting more of the same will not fix it.
Questions people actually ask
How do you measure personal branding or distribution?
Through leading indicators rather than attribution: branded search volume, the quality of inbound, whether people reference your work unprompted, reach relative to follower count, and engagement rate. Conversions cannot be traced back reliably, because the persuasion happens across many invisible touches.
Why can't distribution be attributed properly?
Because the path is long and mostly untrackable. Someone sees you repeatedly across platforms and months, then searches your name directly. Analytics records a direct visit and none of the exposure that caused it.
Which metrics should I ignore?
Impressions and follower count. Both can grow substantially while nothing that matters is moving, and both are the easiest numbers to inflate with the wrong audience.
How long before I should expect to see something?
Engagement signals appear within weeks, unprompted references within a few months, and branded search and inbound quality over six to twelve months. If nothing at all has moved after six consistent months, the problem is usually the subject being too broad or the content having no position.
References
- Credible Roots field notes: how many touch points before someone trusts you, on why campaign attribution does not transfer to distribution work.
How this was made: researched against primary sources, drafted with AI assistance, then reviewed and approved by the named author before publication. Our editorial standards.
If none of the indicators are moving, the fix is almost always narrowing the subject.
Personal branding for founders →For reference, one client moved from effectively nothing to roughly a thousand organic followers in three months, with inbound conversations starting before any of it was attributable.
Read the full case, and its limits →Related reading
Set expectations you can hold your nerve through
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