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// Case_study_04
Turning inefficient demand into profitable pipeline
SERIES B · B2B SAAS · $18M ARRIn six months, we replaced lead-volume reporting with a revenue-accountability model, reallocated underperforming acquisition spend, and reduced CAC by 26%.
// Results_at_a_glance
What moved.
// The_shape_of_the_change
Qualified pipeline vs. paid spend.
// Situation
Where it started.
The company had a strong product, a 12-person revenue team, paid acquisition across LinkedIn, Google, content syndication, webinars, and events, and a growing marketing team. But the CEO and board had a serious concern: pipeline looked healthy while customer-acquisition cost was climbing.
Marketing reported lead volume and campaign performance. Sales complained about quality. Finance could not clearly connect spend to opportunities, closed revenue, CAC payback, or channel-level return. The business was growing, but capital efficiency was deteriorating.
// The_objective
Improve acquisition efficiency and create a board-trustworthy view of marketing’s contribution to pipeline and revenue, without simply cutting growth investment.
// What_I_did
The work, step by step.
Audited spend, CRM stages, attribution, sales follow-up, pipeline velocity, win rates, ACV, and channel performance.
Rebuilt the reporting model around source-to-opportunity, source-to-revenue, cost per qualified opportunity, CAC, CAC payback, pipeline coverage, and influenced revenue.
Found that three channels used a significant portion of budget but produced low-quality leads or weak opportunity conversion.
Paused or reduced low-return spend; reallocated budget toward the highest-converting ICP segments and highest-intent acquisition paths.
Reworked qualification rules, lead scoring, routing, and Sales feedback loops.
Rebuilt campaign offers and landing-page messaging around business outcomes, proof, and buyer urgency.
Established a monthly revenue review with CEO, CFO, CRO, and marketing leadership.
// Results_timeline
How the results built up.
Reliable attribution and channel-cost baseline; low-quality spend identified
15–25% of paid and vendor spend reallocated
Qualification, routing, and reporting rebuilt; budget redirected to higher-intent demand
15–25% improvement in qualified-opportunity rate
Better channel mix and pipeline-quality feedback loops
20–30% CAC reduction; 25–40% improvement in cost per qualified opportunity
Investment model becomes repeatable and board-visible
1.5–2x marketing-sourced pipeline from the same or more efficient budget; improved CAC-payback trajectory
RANGES SHOW THE EXPECTED OUTCOME AT EACH STAGE. THE OUTCOME BELOW REPORTS THIS ENGAGEMENT.
// The_outcome
In six months, we replaced lead-volume reporting with a revenue-accountability model, reallocated underperforming acquisition spend, and reduced CAC by 26%. By the end of the year, marketing-generated qualified pipeline had grown 1.8x while overall paid spend stayed broadly flat.
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