AI-Assisted Media Buying & Ad Automation by Alex AndrewAI-Assisted Media Buying & Ad Automation by Alex Andrew

AI-Assisted Media Buying & Ad Automation

Alex Andrew

Alex Andrew

Campaign dashboard
Campaign dashboard
Ad automation overview
Ad automation overview
An AI-powered media buying system that replaces most of the manual work inside ad platforms. Instead of a media buyer checking metrics and adjusting budgets 10 times a day, the system handles optimization, creative rotation, and reporting automatically.

What I built

Automated daily performance analysis across Meta Ads and Google Ads
Budget reallocation logic that shifts spend toward top-performing ad sets based on custom KPIs (not just platform defaults)
Creative rotation system: underperforming ads get paused and replaced with new AI-generated variations
Real-time reporting dashboard pulling data from ad platforms, CRM, and conversion tracking into one view
Alert system for anomalies (CPM spikes, delivery drops, spend pacing issues)

How it works

The system connects to Meta and Google Ads APIs, pulls performance data on a schedule, and runs it through an AI evaluation layer. The AI scores each campaign, ad set, and creative against the client's actual business metrics (not just CTR or CPM).
Based on those scores, the system automatically:
Reallocates daily budgets across ad sets
Pauses underperforming creatives
Triggers new creative generation using AI (based on engagement data and brand guidelines)
Restructures campaigns when performance patterns shift
Everything is visualized in a custom dashboard so the client can see what's happening without opening Ads Manager.

Why it matters

Most startups and small businesses either burn hours manually optimizing ads or pay an agency that does the same thing slower. This system runs continuously, reacts faster than a human can, and costs a fraction of a managed service retainer.
The client went from spending 3+ hours daily in Ads Manager to checking a dashboard once in the morning.

Tools

Make, Python, Meta Ads API, Google Ads API, React, Claude
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Posted Jul 27, 2026

AI-powered ad management system: automated budget optimization, creative rotation, performance dashboards, and campaign restructuring across Meta and Google Ads.