A freelance media buyer or a one-person consultancy finishes a campaign and needs to show their client attribution data — which channels drove conversions, where the overlap was, what the incremental lift looked like. The tools that do this properly, like multi-touch attribution and reach measurement, are priced for in-house teams at brands with six-figure measurement budgets. Complaints that software is 'costly so everyone cannot easily afford' and that 'price is high for freelancers or small business' are pointing directly at this: measurement is not optional if you're accountable to a client, but the tools treat it as an enterprise line item.
The gap persists for a specific structural reason: measurement vendors sell to marketing directors and CMOs who control large budgets, not to freelancers. The buyer and the user are different enough that no one is shouting loudly at the vendor about freelancer pricing — the freelancer just quietly can't afford it and either cobbles together GA4 plus a spreadsheet or loses credibility with their client.
What a freelancer actually needs is narrow: a report they can hand to a client after a campaign ends, showing cross-channel attribution and basic incrementality, for that one campaign. Not an always-on dashboard, not a data warehouse integration, not a dedicated account manager. The need recurs every campaign cycle — typically monthly — which means even a modest per-report fee builds into reliable recurring revenue as freelancers build it into their deliverable stack.
What to build
Build a per-campaign attribution report generator where a freelancer inputs their campaign data via CSV or ad platform OAuth, selects a reporting window, and gets a formatted cross-channel attribution PDF with channel contribution percentages and a basic incrementality estimate — charged per report at $30–$80 with no subscription required.
Where to start
Start with Google Ads plus Meta cross-channel reports only, since that two-channel combination covers the vast majority of small-budget campaign spend and lets you build the attribution logic once before adding more integrations.
The hard part
Incrementality estimates require a baseline and a holdout group to be statistically meaningful — without that setup in advance, any 'incrementality' number you produce is a model assumption, and a skeptical client or a competitor can credibly attack the methodology, which is fatal for a product whose value is credibility.
How it makes money
Pay-per-report at a tiered price based on number of channels included — $30 for two channels, $60 for up to five — with an optional $15/month plan for freelancers running more than two campaigns per month who want a small discount.
See the evidence. The complaints behind this idea, the products they came from, and similar ideas in Other Digital Advertising.
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