Review Meta ad performance inside Ads Manager
An agency tested Manus on a real ecommerce client's Meta ads account; it reported a 14.25x ROAS against an actual 1.76x and corrected itself only when challenged. Task: Skaleit granted Manus, an AI agent in Meta Ads Manager, read access to a live ecommerce account with declining performance. They instructed it to compare the last 30 days against January 2026, diagnose the ROAS drop, and propose a recovery plan. The team then actively challenged the agent's reported figures to verify accuracy.; tools: Manus. Human role: Source evidence is unavailable regarding specific human roles.; limitations: The agent frequently misreads data and requires manual verification of every metric against Ads Manager. It tends to recommend Meta's creative enhancement features, which often conflict with brand guidelines. This workflow is unsuitable for high-spend accounts where data accuracy is critical for budget decisions..
Tools
Published on Agent Work Atlas:
Overview
An agency tested Manus on a real ecommerce client's Meta ads account; it reported a 14.25x ROAS against an actual 1.76x and corrected itself only when challenged.
Workflow
Skaleit granted Manus, an AI agent in Meta Ads Manager, read access to a live ecommerce account with declining performance. They instructed it to compare the last 30 days against January 2026, diagnose the ROAS drop, and propose a recovery plan. The team then actively challenged the agent's reported figures to verify accuracy.
Reported result
Manus initially reported a January ROAS of 14.25x and a 30-day ROAS of 7.04x, both of which were incorrect. Upon being questioned, it corrected the January figure to 1.76x. The agency found its strategic advice generic and biased toward Meta's default settings, rating its strategic scaling capability at 1 out of 5.
Human role
Source evidence is unavailable regarding specific human roles.
Limitations
The agent frequently misreads data and requires manual verification of every metric against Ads Manager. It tends to recommend Meta's creative enhancement features, which often conflict with brand guidelines. This workflow is unsuitable for high-spend accounts where data accuracy is critical for budget decisions.
Try it
Act as a Meta Ads Manager using Manus. I have granted you read-only access to a test ecommerce ad account. Please analyze the performance of the last 30 days compared to the previous month. Identify the primary drivers for any decline in ROAS and suggest a recovery plan. Before finalizing your report, double-check all numerical data against the raw metrics in Ads Manager. Do not recommend enabling Meta's automatic creative enhancements unless explicitly asked. Output a summary of findings, the corrected ROAS figures, and three strategic recommendations. If you cannot verify a number, state 'Unverified' rather than guessing. I will review your output for accuracy before implementing any changes.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.