Attribution is now modelled rather than observed, platforms over-report, analytics under-reports, and no dashboard you build will reconcile them. Small businesses respond to this by either building something elaborate they distrust or by measuring nothing.
There is a third option: four crude measures that are hard to argue with, maintained honestly. That is what I use with clients and it is enough to make every decision a small business needs to make.
Quick Info
Measure one: blended cost per acquisition
Total marketing spend divided by total new customers, monthly. Include everything: media, tools, agency fees, and a realistic value for your own time if you do the work.
If blended cost per acquisition is stable while customer numbers rise, you are scaling successfully, whatever the channel dashboards say. If it climbs, you are reaching the edge of efficient demand.
One crude number nobody can dispute is worth more than five precise numbers that contradict each other.
Measure two: ask them
"How did you hear about us?" asked at the point of enquiry, recorded consistently. Unfashionable, and frequently the most accurate attribution available to a small business.
I have seen this reveal that a client's best source was a referral relationship nobody was maintaining, while the budget went entirely to ads.
Measure three: cohorts by month
Group customers by the month they first bought and track what they are worth over time. This is what tells you whether your marketing is bringing in good customers or merely cheap ones.
Measure four: turn it off
The only reliable test of causation available to a small business. Reported returns tell you what a platform claims; an off period tells you what actually changes.
This is uncomfortable and it is the single most valuable measurement exercise I run. In some accounts it justified the spend; in others it freed a budget nobody realised was redundant.
The tracking setup worth having
Modest, and enough to support all four measures.
What to stop reporting
The metrics that lead the revenue
Blended cost per acquisition is a lagging measure. Three things move earlier and are worth watching.
Those four move before revenue does, and each is directly actionable, which is more than can be said for a modelled attribution figure.
A thirty-minute monthly routine
Thirty minutes, four numbers, one decision. That is a functioning measurement practice for a business of any size below a marketing department.
When to invest in more
When spend reaches the point where a 10% improvement is worth more than the cost of measuring it properly. For most small businesses that is somewhere above £10,000 a month in media.
Below that, the crude measures are not a compromise. They are the appropriate level of precision for the size of the decisions you are making.
Frequently Asked Questions
Blended cost per acquisition, asking every enquiry where they found you, monthly cohort values, and occasionally turning a channel off. Thirty minutes a month.
Total marketing spend divided by total new customers in a period. It ignores attribution disputes and is the number the business actually runs on.
Different attribution models and windows, plus modelling for conversions that cannot be observed. Use platform numbers to compare ads, and your own numbers to judge the channel.
Individually, no. In aggregate over several months, it is frequently more accurate than any dashboard available to a small business.
Turn it off for two to four weeks with everything else constant and compare total sales. It is the only real incrementality test at small scale.
Sessions as a headline, impressions, follower counts, and any metric that has never once changed a decision you made.
Before You Go
Four measures, one spreadsheet, thirty minutes a month, and the willingness to turn a channel off occasionally. That is more measurement discipline than most small businesses have and it is enough.
Then use it to set next year's budget from evidence rather than from last year's number. The allocation guide is where that goes.
Four crude numbers. Thirty minutes. One decision.
I'm a marketing consultant, entrepreneur and content creator. I help businesses grow through practical marketing, websites, SEO, content and AI.
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