AI GeneratedMarketing

AdSpend Autopsy: Campaign Waste Analyzer

Automatically identifies which ads, audiences, and creatives are hemorrhaging budget across Google, Meta, and TikTok by analyzing spend-to-conversion ratios in real-time.

Opportunity

High

Competitors

3apps

Difficulty

Easy

Market

Medium

How would you build this?

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Key insight: Every marketing dollar wasted on a low-ROAS audience segment is essentially free money left on the table — but finding that waste requires reverse-engineering platform APIs that platforms deliberately obscure, which most startups avoid.

The Problem

Most small-to-mid-size businesses run ads across multiple platforms but lack centralized visibility into which specific campaigns are underperforming. They manually export CSVs, spot-check metrics, and often don't notice money draining into low-ROAS audiences until weeks later. Marketing agencies charge $2-5k/month for this analysis; in-house teams waste 10+ hours weekly on manual reporting.

Target Audience

E-commerce brands ($500k-20M revenue), performance marketing agencies managing 20+ client accounts, SaaS companies running multi-channel paid acquisition, and independent performance marketers juggling 5+ ad accounts.

Why Now?

Ad platforms are increasingly opaque; attribution is fragmented; businesses are cutting budgets and need to immediately identify waste rather than waiting for monthly retrospectives.