Flora Mardukh LogoFlora Mardukh
Personal Project · Kaggle Capstone

Clever Ad Buddy

Autonomous multi-agent campaign assistant for ad creation & optimization

Select your campaign optimization goal—whether driving traffic, maximizing conversions, or boosting awareness—and AI agents discover the best creative, schedule, and device mix to run your campaign.

Product Concept

Creating multi-channel ad campaigns requires balancing audience research, tailored copywriting, layout specifications, and budget allocations. Clever Ad Buddy orchestrates multiple autonomous agents to guide advertisers from raw product ideas to ready-to-launch campaigns through conversational collaboration.

How It Works: Step-by-Step Architecture

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Step 1: Campaign Strategy & Audience Discovery

Takes high-level goals and product inputs to automatically synthesize target audience personas, value propositions, and channel distribution.

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Step 2: Automated Creative & Copy Generation

A specialized creative agent generates platform-specific ad copy variations, headlines, and call-to-actions tailored to selected channels.

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Step 3: Placement & Bidding Strategy

Analyzes channel formats and publisher categories to recommend optimal targeting parameters and budget allocation.

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Step 4: Interactive Simulation & Refinement

Enables the advertiser to chat directly with the multi-agent system, iteratively refining parameters and previewing simulated campaign outcomes before launch.

Project Links & Repositories