Logo
  • Cases & Projects
  • Developers
  • Contact
Sign InSign Up

Here you can add a description about your company or product

© Copyright 2025 Makerkit. All Rights Reserved.

Product
  • Cases & Projects
  • Developers
About
  • Contact
Legal
  • Terms of Service
  • Privacy Policy
  • Cookie Policy
Automated AI-Driven Digital Advertising Campaign Management System
  1. case
  2. Automated AI-Driven Digital Advertising Campaign Management System

Automated AI-Driven Digital Advertising Campaign Management System

oxagile.com
Advertising & marketing
eCommerce
Business services

Challenges Faced by Marketing Agencies in Digital Ad Campaigns

Marketing agencies often spend extensive manual effort on creating and managing ad campaigns, leading to inefficiencies, increased staffing costs, and limited insight into audience responses and campaign performance. They lack automated tools for rapid creative generation, optimization, and bid adjustments based on real-time data.

About the Client

A mid to large-sized digital marketing agency seeking to streamline ad creation, optimization, and management processes through AI automation.

Goals for Developing an AI-Powered Ad Campaign Management Platform

  • Reduce manual workload and operational costs associated with ad campaign creation and management.
  • Implement automated creative generation from website content and target audience data.
  • Enable real-time performance analysis and insights to inform ongoing campaign adjustments.
  • Optimize bidding strategies and budget allocation dynamically based on audience response and analytics.
  • Deliver measurable improvements in ad campaign performance (e.g., increased conversion rates, better ROI).

Core Functional Features of the AI Ad Management System

  • Website crawling module to extract key topics and keywords.
  • Automated generation and uploading of ad creatives via advertising platform APIs (e.g., Meta, Google).
  • Campaign parameter creation based on extracted content and audience target data.
  • Data analytics engine to analyze historical and real-time campaign performance.
  • Mechanism for ongoing audience response analysis and iterative campaign adjustment.
  • Bid and budget optimization engine utilizing real-time analytics and feedback.
  • Reporting dashboard with actionable insights and performance metrics.

Preferred Technologies and Architectural Approaches

AI models orchestration for multi-model coordination
LLM (Large Language Model) fine-tuning for customized content extraction and creative generation
Use of established API integrations with Meta, Google, and other ad platforms
Automated data collection and analysis pipelines

Key External System Integrations Necessary for the Platform

  • Meta Ads API for creative upload and campaign management
  • Google Ads API for ad creative and bid management
  • Web crawling tools/modules for content extraction
  • Analytics platforms for performance monitoring

Non-Functional System Requirements

  • Scalability to handle large-scale campaigns with high volume of ad creatives and data inputs
  • High performance to ensure real-time analytics and bid adjustments within seconds
  • Robust security measures to protect client and audience data
  • Reliability with 99.9% uptime for continuous campaign automation

Expected Business Benefits and Project Impact

The implementation of this AI-driven advertising management platform is expected to significantly decrease manual effort and operational costs, improve ad campaign effectiveness through smarter optimization, and deliver measurable ROI improvements. Targeted metrics include a reduction in campaign launch times, boosted ad performance, and enhanced audience targeting accuracy, ultimately leading to more efficient and profitable digital marketing efforts.

More from this Company

Cloud-Based Live Streaming Platform for Large-Scale Virtual Events
Development of a SCORM-Compliant Learning Management System with Multi-Subscription Capabilities
Development of an Automated Multi-Vendor Marketplace Platform for Vehicle Procurement
Development of a Customizable WhiteLabel OTT Streaming Platform with Flexible UX/UI and Branding Integration
Development of a WebRTC-Based Secure Voice and Video Messaging Platform with Multi-Device Support