SaaS case study

Cost per demo down 40%.

RevEng.AI was booking plenty of demos, but most weren't a fit. So we made the pipeline smaller, and a great deal better: fewer demos on the calendar, twice the rate to opportunity.

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.

RevEng.AI · SaaS · Paid targeting and high-intent search · Run against one number: cost per qualified demo
The whole story is on this page
The short version

A pipeline that looked fine, until you sorted it.

RevEng.AI came to us with 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 they had going for them

  • Plenty of demos getting booked, so demand was never the problem
  • Accounts that actually close, visible once you sorted the pipeline
  • A goal agreed in the first working session: fit over volume
  • Two segments producing closed-won revenue, once the pipeline was sorted

What was quietly costing them

  • Most of the booked demos weren't a fit
  • Sales spending half the week on calls that went nowhere
  • Broad prospecting audiences pulling in the wrong accounts
  • Ad copy that promised too much to too many
Smaller on purpose

We made the pipeline smaller, and better.

Demo volume went down on purpose. That was the plan: the demos that disappeared were the ones sales was losing half the week to, and the number that mattered, cost per qualified demo, kept falling while they vanished.

Two numbers, moving in opposite directions
Cost per demo, before
100 indexed
Cost per demo, after
60, down 40%
Demo to opportunity, before
the old rate
Demo to opportunity, after
2x the old rate

The week, drawn to shape. The mix matches the story above.

More than halfof the unqualified demos, gone from the calendar
Half the weekwhat sales had been spending on calls that went nowhere
Week sixwhen broad lookalike prospecting got cut
The qualification move

Targeting was reworked toward the accounts that actually fit, and the ads and pages were rewritten to qualify harder, on purpose. Messaging that qualifies before the click means the wrong accounts never book, and the account is graded on cost per qualified demo, not cost per demo.

The check-up

Then and now.

Every engagement starts with the same audit we'd run on your business. Here's how RevEng.AI's marketing graded when we plugged in, and how it grades today.

What we checkedWhere it stood when we plugged inThen → now
The demo calendar
Plenty of demos booked, most weren't a fit
FA

Unqualified demos were cut by more than half, on purpose. Fewer demos, but the right ones, and the founder says sales clocked the difference inside a week.

Paid targeting
Broad prospecting audiences pulling in the wrong accounts
FA

Targeting was reworked toward the accounts that actually fit, and demo outcomes fed back into it every week. Broad lookalike prospecting was cut in week six: cheap demos, wrong rooms.

The message
Ad copy that promised too much to too many
DA

The ads and pages were rewritten to qualify harder, on purpose, so the wrong accounts screen themselves out before the click. A search campaign was built around high-intent terms.

The number on the wall
Everything graded on cost per demo, cheap and wrong included
CA

The plan ran week after week against one number: cost per qualified demo, not cost per demo. It came down 33% even as demo volume fell.

Sales time
Half the week going to calls that went nowhere
FB+

Sales now works a smaller calendar that converts to opportunity at twice the old rate, and pipeline coverage climbed from 2.1x to 3.4x while demo volume fell.

Tap any line for the detail →

Grades are how we score a marketing check-up. Every engagement is different; results shown are not a guarantee. How we present results

What we ran

Same three rituals as always.

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, then ran week after week against one number: cost per qualified demo. It is the kind of work we run for SaaS companies.

Days 1 to 30

The 30-Day Plug-In

  • Audit, access, and the baseline
  • Traced the junk demos to broad audiences and overpromising ad copy
  • Targeting and pages rebuilt, live by day 30
Every week since

The Operator Cadence

  • A working session every week, a Friday update every week
  • Demo outcomes fed back into targeting every week
  • One number graded everything: cost per qualified demo
Day 90 and on

The 90-Day Rebuild

  • A search campaign built around high-intent terms
  • Doubled down on qualified demos, with the remaining budget moved behind the two segments producing closed-won revenue
  • That is the configuration the account still runs on
What we killed

Broad lookalike prospecting: cheap demos, wrong rooms. Cut in week six.

The numbers

What fewer demos bought.

Demo volume down, every other number up. These are the numbers the plan was graded on, week after week.

Down 40%cost per demo, with demo volume down on purpose
2xthe rate demos converted to opportunity after the rebuild
2.1x to 3.4xpipeline coverage, on a smaller demo calendar
The qualified pipeline, before and after
Cost per qualified demo, before
100 indexed
Cost per qualified demo, after
67, down 33%
Pipeline coverage, before
2.1x
Pipeline coverage, after
3.4x
The logic of smaller
Fewer demosunqualified demos cut by more than half, on purpose
Better callssales stopped losing half the week to calls that went nowhere
Stronger pipelinedemos converting to opportunity at twice the old rate
Down 33%
cost per qualified demo, the one number the plan was run against.
2.1x → 3.4x
pipeline coverage, with fewer demos on the calendar. Smaller in, more out.

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

The turn

Smaller was the strategy.

Stop paying for the wrong demos, and everything downstream gets better.

40%

Cheaper per demo, while demo volume fell on purpose. The goal was never "more demos."

2x

The rate demos converted to opportunity once sales worked a smaller calendar of the right accounts.

33%

Cheaper per qualified demo, the one number the account ran against, week after week.

3.4x

Pipeline coverage, up from 2.1x. 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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