
Module 3 — Channels and Content · Lesson 3.1
Choosing Channels
Reach, fit and cost — and why the channel that looks most efficient may be doing the least
What you'll learn
- Classify channels as owned, earned or paid, and by whether they mainly do brand or activation work
- Score candidate channels on reach into the ICP, cost, and team fit
- Run a channel test with a fixed budget, duration and success threshold
- Recognize when a channel's reported efficiency is selection rather than causation
Channel choice is where most small-company marketing goes wrong, and it goes wrong in a predictable direction: toward whatever channel produces the most attributable leads this month. That bias is understandable — those leads are visible — and it systematically under-invests in reaching the people who are not buying yet, while over-crediting channels that sit at the very end of a journey that began somewhere else.
A map before a list
Sort candidate channels on two axes. The first is ownership: owned (your website, newsletter, community, product), earned (press, word of mouth, a partner's recommendation, organic search results) and paid (ads, sponsorships, paid placements). Owned channels compound and are cheap at the margin but slow to build; paid channels are fast and stop when the money stops; earned channels are the most trusted and the least controllable.
The second axis is the job from Lesson 1.1. Some channels mainly build memory across a broad audience; others mainly capture people already in market. Binet and Field's IPA analysis found that broad reach was associated with both effectiveness and efficiency, that brand and activation channels together outperformed either alone, and that some online channels are better suited to brand building and others to activation. A plan made entirely of capture channels — search ads on your own brand name, retargeting, intent-list outbound — is a plan with no brand side at all.
Scoring candidates
For each candidate, answer three questions honestly. Reach: how many people in your ICP does this channel reach, and how often? A niche newsletter read by eight thousand of exactly your buyers can beat a broad platform reaching millions of people who are not. Cost: in money and, for a small team, in hours — content-heavy channels are rarely cheap in time. Fit: does someone on the team have the skill and appetite to do this channel well every week for a year? A channel nobody wants to run will be run badly.
The LinkedIn B2B Institute's 95-5 rule (Lesson 1.1) adds a fourth consideration: does this channel reach the 95% who are not in market, or only the 5% who are? You need some of each. The Ehrenberg-Bass finding that brands grow mainly through penetration suggests weighting toward channels that can reach many category buyers, not only the ones you already know.
Pick two or three. Doing fewer channels consistently beats doing many intermittently, for the same reason consistency beats novelty in creative (Lesson 2.1).
Testing a channel
Before committing to a channel, run a time-boxed test with three things written down in advance: the budget (money and hours), the duration, and the threshold that would justify continuing — usually expressed as cost per qualified conversation, compared with your current channels. Our suggested starting window for a paid test is six to eight weeks — a working convention, not a researched figure; owned channels like content or a newsletter need far longer before their effects are visible, and judging them on a six-week test kills them before they work.
Kill tests that miss the threshold without ceremony. Scale tests that pass, gradually, watching whether the cost per conversation holds as you spend more; do not assume the economics of the first small budget survive a larger one.
The efficiency illusion
The channel that reports the best numbers is often the one closest to the purchase, and proximity is not causation. Thomas Blake, Chris Nosko and Steven Tadelis ran large field experiments at eBay, switching paid search off in some markets, and found that the returns to paid search were a fraction of what conventional non-experimental estimates suggested. For brand-keyword ads — ads shown to people already searching for eBay — they found no measurable short-term benefit: those buyers arrived through the organic result instead. For non-brand keywords, ads helped new and infrequent users, but most spend went on frequent users whose purchases the ads did not change.
The lesson for a small team is not 'never buy search ads'. It is that a channel's attributed numbers measure who passed through it, not who it caused to buy. Before shifting budget toward a channel because its dashboard looks best, ask whether those buyers would have arrived anyway. Lesson 5.3 covers how to test that properly.
Run channel tests as projects
- 1
Write each test as a task with its threshold
On /projects/tasks, create one task per channel test with the budget, end date and continue-or-kill threshold in the description, and a due date on the decision itself.
- 2
Record where each conversation came from
Kavanah does not attribute deals to marketing sources. When a deal is created in /clients, tag the contact with the source the person gave you ('heard you on X podcast', 'search'), and ask in first calls. Self-reported source is imperfect but catches channels no tracking link will.
- 3
From /reports, set up a scheduled report or an agent digest that lists open channel-test tasks and their due dates, so decisions are made on the date you committed to.
Channel economics
- Cost per qualified conversation, by channel
- Money plus an hourly cost for team time spent on the channel, divided by qualified conversations it produced. You compute this; Kavanah does not.
- Healthy signal: Compared across channels and over time, not against a universal benchmark.
- Self-reported source mix
- Distribution of the source tags on new deals over a quarter.
- Healthy signal: Not dominated by a single capture channel; a healthy mix includes word of mouth and brand-led sources.
- Tests decided on time
- Share of channel tests whose continue-or-kill decision was made by the committed date.
- Healthy signal: All of them. Tests that drift become permanent spend.
Key takeaways
- ·Map channels by ownership and by job (brand or activation) before choosing.
- ·Score on reach into the ICP, total cost including hours, and team fit; pick two or three.
- ·Test with budget, duration and threshold written down first — and give owned channels longer.
- ·Attributed efficiency measures who passed through a channel, not who it caused to buy.
Of the owned channels, content discovered through search compounds the longest — but search itself has changed shape. The next lesson covers content and search in the era of AI Overviews.
Sources
- 1.The Long and the Short of It: 10 key principles of success (presentation)
Les Binet and Peter Field · IPA · 2013
Broad reach for effectiveness and efficiency; brand plus activation channels outperform either alone; some online channels suit brand building, others activation.
- 2.Consumer Heterogeneity and Paid Search Effectiveness: A Large Scale Field Experiment
Thomas Blake, Chris Nosko, Steven Tadelis · NBER Working Paper 20171 (published in Econometrica, 2015) · 2014
eBay field experiments: paid search returns a fraction of non-experimental estimates; brand-keyword ads have no measurable short-term benefit.
- 3.The 95-5 Rule
LinkedIn B2B Institute · LinkedIn Marketing Solutions · 2025
Most potential B2B buyers are out of market at any time — channels that reach only in-market buyers miss most future demand.
- 4.Effective brand growth: Acquisition or retention?
Ehrenberg-Bass Institute for Marketing Science · marketingscience.info · 2021
Growth comes mainly from acquiring buyers, favouring channels with broad reach into the category.