Growth Ops

Campaign Performance Engine

Synthetic marketing operations concept tying spend, lead quality, and pipeline movement into a budget-ready review system.

AI-generated concept Proprietary synthetic data Client-safe showcase
SectorSMB growth teams
StackPower BI, dbt, CRM data
Signal4.21x ROAS
ScenarioAI-generated concept
Why this exists

This campaign case study uses synthetic spend, lead, and pipeline signals to show how Dedolytics can turn multi-channel marketing into a single operating conversation.

The Challenge

Marketing and revenue teams were looking at spend, leads, and pipeline in separate places. That made every budget conversation slower than it should have been and left too much room for channel opinions to outrun channel evidence.

Key Business Questions

  • Which channels are actually creating useful pipeline?
  • Where is spend outrunning lead quality?
  • What should the next budget shift be?
  • How do we keep weekly reporting from turning into a spreadsheet project?

The Solution

We shaped the campaign engine as a revenue-facing marketing system. It connects spend, lead quality, and pipeline movement into one frame so the next decision is visible without a long walkthrough.

Spend overview

A plain picture of spend, return, and marginal performance by channel.

Lead quality lane

Synthetic lead flow tied to actual conversion quality instead of raw volume.

Pipeline movement

How channel and campaign choices are affecting pipeline, not just clicks.

Budget brief

The channels that deserve more, less, or different creative next.

Buildable product preview

Revenue Review Preview

The new marketing board is more expressive and less templated, using bubble fields, spend curves, and a bolder revenue hierarchy to feel like a real growth cockpit.

Spend signal Lead quality Pipeline lift
ROAS4.21x
Leads modeled12.8K
Pipeline lift+37%
Cost per lead$18.60

Revenue rhythm

Spend curve / pipeline movement / lead quality

Spend vs pipeline

Search

6.2x return with the strongest new pipeline quality.

Email

7.1x return and the cleanest retention behavior.

Social

2.4x return and the clearest trim candidate.

Budget moves

Where the next reallocation comes from

Email flows7.1xscale
Paid social2.4xtrim
Search brand5.6xhold

Pipeline lens

Why it feels executive-ready

The mockup is meant to drive a budget decision, not just celebrate channel detail. That is what gives it real growth-system energy.

Technical Frame

Data model

Synthetic campaign, lead, and pipeline facts are joined into a simple revenue-operating view for teams that need to move quickly.

Key metrics

  • ROAS
  • Lead quality
  • Pipeline movement
  • Cost per lead

Workflow output

  • Weekly growth review
  • Budget shift queue
  • Creative watchlist
  • Revenue handoff notes

Delivery mode

A good fit for SMB marketing teams that need cleaner budget decisions without buying a heavy martech layer first.

The Result

4.21xROAS
12.8KLeads modeled
+37%Pipeline lift
$18.60Cost per lead

The concept gets us from channel noise to budget action faster than most live dashboards do.

Anonymous Growth Director
Anonymous review
4.9/5
Strong revenue framing

The pipeline lens is what makes it feel executive-ready.

Anonymous marketing review