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Illustrative engagement — a composite of how we work, not a named client.
The payback period had quietly stretched
A B2B SaaS business after a raise, with a growth lead who lives in the numbers and a tool stack large enough that reconciling it took more time than acting on it. Paid was carrying almost all of new business, which made growth a single point of failure, and content was under-resourced because it was considered too slow.



The first job was agreement
Not a new dashboard — a decision. One definition of a qualified signup, one source of truth, and a written agreement about which number the team would argue from. Most of the disagreement in accounts like this is a definitions disagreement wearing a strategy costume.
Then the dependency
Paid was rebuilt around intent rather than volume, with the expensive upper funnel judged on its effect on blended cost rather than on its own last-click return. In parallel the organic and AI visibility work began — not as a replacement for paid, but so that the business had a second channel before it needed one.
What we measured
- Cost per qualified signup against payback period, monthly
- Blended acquisition cost, so no channel is judged only on its own last click
- Trial-to-paid conversion, because acquisition cannot fix activation
- Share of new business from non-paid sources, tracked deliberately
Being present and quotable at the moment someone asks a question about your category is now a growth channel in its own right, and it takes months rather than weeks — which is exactly why it should start early.
How we approach AI visibility