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Paid AcquisitionAI growth engineIn production

An AI growth engine for Meta ads.

A closed-loop AI system that catches trends before they break, produces the winning creative, deploys it, and works every lead itself. Cost-per-lead fell from $27 to $9, and the client scaled from $30K to $90K MRR in two months.

$8.90
Cost per lead
From $27.40 — down 67%
47%
Lead-to-close rate
From 23% — up 104%
$90K
Monthly recurring revenue
From $30K — up 200%
38 sec
Speed-to-lead
From ~4.2 hrs — down 99.7%
4.6×
Blended ROAS
From 1.8× — up 156%
~140/mo
Creatives tested
From ~6/mo — up 23×
79%
Booked-call show rate
From 51% — up 55%
~6 hrs
Media-buyer hours / wk
From ~32 — down 81%

Two months from kickoff to $90K MRR. Figures blended across active ad accounts.

01 — The leak

The problem was the whole loop.

A founder-led agency at ~$30K/month. One overworked media buyer, week-long creative turnarounds, leads dying in a spreadsheet.

Clients churned in 60–90 days because results were unprovable. So we built the entire acquisition loop: research → creative → deployment → nurture → close → reporting.

What was broken
  • Creative too slow
  • Reacting to trends, never early
  • Leads rotting, no follow-up
  • Unprovable value, constant churn
02 — The system

Six subsystems. One loop.

A continuous Sense → Synthesize → Ship → Convert → Learn cycle. Closed-revenue data flows back to the top, so the engine compounds.

01

Signal Radar

A 24/7 crawler across the Meta Ad Library, short-form video, SERPs, and competitor pages. Every long-running ad lands in a searchable swipe vault.

02

Virality Engine

A Virality Score flags angles about to break out — not after. Breakouts surface on a live Wave Board and go straight to production.

03

Creative Forge

Signal becomes finished ad creative in minutes — angles, hooks, AI image and video — checked against brand voice and Meta policy before a dollar is spent.

04

Deployment Brain

Approved creative auto-launches via the Meta Marketing API. Budgets reallocate, losers die, winners scale, fatigued ads get fresh variants — automatically.

05

Conversion AI

Every lead gets an AI text or call in ~38 seconds, referencing the exact ad. Only hot, qualified leads reach a human closer.

06

Proof Layer

A white-label client portal with closed-loop attribution — spend → lead → closed → revenue. Value becomes undeniable. Churn stops.

03 — The edge

Catch the wave before it crests.

Late trends waste money. The Virality Score flags angles about to break out — a one-to-three-week head start, when attention is cheapest. That head start drove much of the cost-per-lead drop.

What the score weighs
  • Engagement acceleration
  • Cross-platform echo
  • Ad-spend longevity
  • Saturation penalty
  • Niche relevance and sentiment

No lead goes cold.

Cheap leads nobody calls back are cheap waste. Every lead is engaged in ~38 seconds, qualified, and nurtured. Only hot ones reach a closer — and the system learns which ads close, optimizing for revenue, not cheap leads.

The lead flow
  • Captured in real time
  • AI first touch in ~38 seconds
  • Nurture across SMS, email, retargeting
  • Only hot leads reach closers
  • Auto-booked — show rate 51% → 79%
  • Closed revenue feeds creative

A moat that widens daily.

Competitors duct-tape six tools and chase cheap clicks. This is one system optimizing for closed revenue — every lead makes it smarter. A rival starts from zero data.

The defensible edge
  • Every close trains the engine
  • Optimizes for revenue, not leads
  • Signal to creative in minutes
  • One system, not six tools
04 — The results

Why each metric moved.

Each subsystem works alone. The closed loop is what compounds.

A

Why cost-per-lead fell 67%

Early trends buy the cheapest attention. 23× more creative finds winners faster. Losing placements get cut automatically.

B

Why close rate doubled

The Conversion AI: 38-second speed-to-lead, persistent nurture, and closers who only talk to qualified leads.

C

Why MRR tripled in two months

More clients without more headcount (81% fewer media-buyer hours), higher retainers, and far lower churn — so revenue compounded.

“We were paying $27 for leads we never called back. Two months later it's $9 a lead, our closers only talk to buyers, and we've gone from thirty grand a month to ninety — without hiring a single person. It feels like we have a machine.”

Founder · performance-marketing agency

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