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Engineering Methodology

The 5-Stage Vyora Framework

We don’t guess or gamble on ad platforms. We follow a mathematical, step-by-step engineering system that turns advertising budgets into predictable revenue.

01

Attribution & Tracking Foundation

We install server-side Conversions API (CAPI), first-party cookies, and Google Tag Manager containers. No ad rupee is spent until tracking is 100% verified.

02

Sub-Second Funnel Engineering

We craft ultralight, mobile-first conversion pages with sub-0.8s load times, psychological offer framing, and zero friction booking paths.

03

High-Velocity Creative Testing

We test 12–15 creative hook angles weekly across short-form video and carousels, isolating top performers to defend against ad fatigue.

04

AI Lead Automation & CRM Routing

Inbound inquiries are instantly qualified by 24/7 WhatsApp AI bots within 45 seconds, booking hot leads directly on your sales calendar.

05

Predictable Scale & ROAS Expansion

Once unit economics are profitable, we scale media spend across Meta Advantage+ and Google Performance Max with strict ROAS thresholds.

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