From fashion to electronics, agencies to local clinics — AgentFabrica's ad engines lifted ROAS by 55–200% on average and cut CPR by 27–56%. Six concrete case studies across sectors, with the methodology in plain sight.
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Every case: starting point, AgentFabrica's move, measurable outcome. No marketing fluff.
Season changeover loomed but the photoshoot budget was tight; Meta CPR climbed 40% over three months. ROAS sat at 3.2× — margins eroding.
AI Mannequin converted every SKU to on-model in 12 minutes. AI Traffic built a high-intent shopper audience. Four-stage funnel plus a budget pacer.
"We had an 80K TL shoot booked for the new month. AgentFabrica gave us better creative with zero shoot days — pure time saved."
Manual catalog ad production took 3–4 weeks. Price updates reached ads late and out-of-stock items kept running.
Catalog-to-ad pipeline produced 1.2K SKUs × 4 formats = 4.8K creatives in 14 minutes. Stock-aware auto-pause was wired in. Hourly price-delta renders.
"We used to wait a month for the ad team to make 4K creatives — now it's morning to evening."
Limited creative variety — the same twelve images ran for three months. Ad fatigue hit and CTR dropped 40%.
AI Background plus seasonal variation auto-generated summer, autumn, and holiday kits. AI Traffic delivered a high-intent custom audience.
Three weeks before Black Friday — manual campaign setup wasn't keeping pace and the agency retainer was steep.
A funnel preset launched four campaigns in one click. AI Traffic, lookalikes, and remarketing each got their own segment. The budget pacer calibrated to a 4× ROAS target.
"Past years a four-person crew spent 14 hours building Black Friday campaigns. This year everything was live by 9 a.m."
A dedicated performance specialist per client — labor cost reached 52% of revenue and the margin was vanishing.
Multi-tenant white-label panel. Twelve clients in one workspace. AI budget pacer plus Telegram approval flow — one specialist now manages four clients an hour.
"We don't have to grow the team to win new clients anymore."
Only six WhatsApp leads got a reply per hour — overnight messages disappeared by morning.
AI Traffic high-intent audience plus a WhatsApp closer loop: score >85 plus ad click triggers an AI WhatsApp reply within 30 seconds. Lead-to-call time dropped 94%.
"Patients keep saying 'I messaged at 2 a.m. and got a reply in 30 seconds' — referrals exploded."
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