SaaS case study

Cost per demo down 40%

RevEng.AI. How we made the pipeline smaller, and a great deal better.

Why it mattersA cheaper demo usually means a worse one. This cut cost per demo 40% and made the demos better at the same time.

The resultsSaaS
Cost per demoDown 40%
Demo to oppUp 2×
Unqualified demosCut by more than half
Cost per qualified demoDown 33%
Pipeline coverage2.1× to 3.4×
The situation

Where they started.

RevEng.AI came to us with a pipeline that looked fine until you sorted it: plenty of demos booked, but most weren't a fit, and sales was spending half the week on calls that went nowhere. The goal we agreed on in the first working session wasn't "more demos." It was to stop paying for the wrong ones, rebuild targeting around the accounts that actually close, and do it without starving the pipeline in the meantime.

What we ran

What we did about it.

The 30-Day Plug-In audit traced the junk demos to two sources: broad prospecting audiences and ad copy that promised too much to too many. The plan attacked both at once, with tighter targeting and messaging that qualifies before the click, then ran week after week against one number: cost per qualified demo, not cost per demo. It is the kind of work we run for SaaS companies.

01Reworked paid targeting toward the accounts that actually fit
02Rewrote the ads and pages to qualify harder, on purpose
03Built a search campaign around high-intent terms
04Fed demo outcomes back into targeting every week
KilledBroad lookalike prospecting: cheap demos, wrong rooms. Cut in week six.
Day 1Plug-In: audit, access, baseline
Day 30Targeting and pages rebuilt, live
WeeklyCadence: working session, Friday update
Day 90Rebuild: double down on qualified demos

By the first 90-Day Rebuild, demo volume was down on purpose and cost per demo was down 40%. Sales was working a smaller calendar that converted to opportunity at twice the old rate. The rebuild moved the remaining budget behind the two segments producing closed-won revenue, and that is the configuration the account still runs on.

From the founder

“Fewer demos, but the right ones. Sales clocked the difference inside a week, before I'd even told them.”

Founder, RevEng.AI

Every engagement is different; results shown are not a guarantee. How we present results

More of the work: Scispot and Cypher AI

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