ALGORITHMIC ARCHITECTURE

The Andromeda Protocol: An 8.53× Meta Campaign, Long Before the Advantage+ Consensus

The Legacy Granularity Trap

Most media buyers treat ad accounts like slot machines, constantly toggling micro-audiences and interest layers. In August 2023, while the industry was still bogged down in hyper-segmentation, we built the "Andromeda" framework. The thesis was simple: eliminate audience overlap, feed the pixel unpolluted data, and let Meta hunt on creative variance rather than artificial demographic restrictions.

The Unit Economics Breakdown

Sustaining performance across a 337-day scaling cycle rules out a "lucky creative wave." The core build achieved:

  • Blended Acquisition Cost: A sustained £6.64 cost per purchase against an industry average hovering between £20 to £45.
  • Algorithmic Velocity: Allowing broad data sets to dictate routing, which Meta later codified through standard Advantage+ rollouts.

Ignition vs Retention

An ad account does not live in isolation. While Meta was used as the front-end customer acquisition ignition system generating £197k in direct volume, the database retention took the burden off cold acquisition.

By passing high-intent data into a custom Klaviyo setup, owned media became the primary monetisation route, extracting £595k in high-margin retention revenue. The flow-to-campaign mix balanced automated product lifecycle journeys alongside editorial campaigns to protect margins and prevent audience fatigue.

NICOLA   LEWIS

How I build fast

I use language models and AI development tools to compress the build cycle. Work that used to take an agency months takes days. That is a cost and speed advantage passed to you. It is not a strategy, and I will not sell it as one.

© 2026 Nicola Lewis. All rights reserved.

AI Web Design · Marketing Strategy · Brand Architecture

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