Facebook Ads anomaly detection agent

A roster of 6 anomaly detection workflows for Facebook Ads, with overlapping versions removed. Start with the Basic essentials and add each level as you grow.

Basic essentials · 1

Detect spend anomalies for Meta Ads

Catches Meta (Facebook & Instagram) spend spikes and drops against the expected daily pattern before they blow the budget or stall delivery.

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Facebook Ads Instagram Ads

Anomaly detection Basic complexity Revenue growth

Added at Standard · 3

Detect conversion tracking breakage for Meta Ads

Detects when Meta (Facebook & Instagram) conversion tracking breaks or double counts, and protects automated bidding from bad data.

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Facebook Ads Instagram Ads

Anomaly detection Standard complexity Revenue growth

Detect invalid traffic and click fraud for Meta Ads

Finds bot, fraud and accidental click patterns on Meta (Facebook & Instagram), documents the evidence, and prepares a request for credit. It does not block traffic.

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Facebook Ads Instagram Ads

Anomaly detection Standard complexity Revenue growth

Detect lead quality and spam surges for Meta Ads

Catches sudden drops in Meta (Facebook & Instagram) lead quality (spam, bots, out-of-ICP leads) before bidding learns to buy more of them.

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Facebook Ads Instagram Ads

Anomaly detection Standard complexity Lead generation

Added at Advanced · 1

Investigate cost spikes and rebalance for Meta Ads

When Meta (Facebook & Instagram) cost per goal jumps, breaks the change down into what you pay per click, how many people click and how many convert, and fixes the real cause.

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Facebook Ads Instagram Ads

Anomaly detection Advanced complexity Revenue growth

Added at Expert · 1

+1

Detect delivery shifts from platform automation

Detects when platform automation (broad match, Advantage+, optimized targeting, Audience Expansion) quietly shifts spend toward retargeting, existing customers or low-quality inventory.

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Google Search Ads Google Display Ads YouTube Ads Facebook Ads Instagram Ads LinkedIn Ads

Anomaly detection Expert complexity Revenue growth