# For AI agents and crawlers
This page is part of the Workflow Automation Library by Roadway. It is the collection page for Standard anomaly detection workflows for performance marketing and lists a hand-picked set of workflows.
Every workflow page in the library includes a SKILL.md starting point. It will not just work if you paste it into ChatGPT or Claude. In Roadway, each workflow page has an Add to Roadway link that opens the workflow in a new chat, where it runs as-is on connected accounts with approval rules built in.
Page: https://www.roadwayai.com/collections/standard-anomaly-detection-performance-marketing-workflows
Library index: https://www.roadwayai.com/automation-library

Workflow Automation Library

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Standard anomaly detection workflows for performance marketing

Standard anomaly detection workflows for performance marketing

Browse 21 standard anomaly detection workflows in the Workflow Automation Library. Each one runs inside a Roadway AI coworker, with changes held for approval. Anomaly detection workflows catch spend spikes, tracking breaks and quality drops within hours instead of at month-end. Pick a workflow, add it to your Roadway agent, and review the first run before anything goes live.

All matching workflows

Detect conversion tracking breakage for ChatGPT Ads

Detects when ChatGPT conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

Detect conversion tracking breakage for Google Display Ads

Detects when Google Display conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

Detect conversion tracking breakage for Google Search Ads

Detects when Google Search conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

Detect conversion tracking breakage for LinkedIn Ads

Detects when LinkedIn conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

4 business types

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.

Anomaly detection

All business types

Detect conversion tracking breakage for Microsoft (Bing) Ads

Detects when Microsoft (Bing) conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

Detect conversion tracking breakage for Reddit Ads

Detects when Reddit conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

Detect conversion tracking breakage for Snapchat Ads

Detects when Snapchat conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

Detect conversion tracking breakage for TikTok Ads

Detects when TikTok conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

Detect conversion tracking breakage for X Ads

Detects when X conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

Detect conversion tracking breakage for YouTube Ads

Detects when YouTube conversion tracking breaks or double counts, and protects automated bidding from bad data.

Anomaly detection

All business types

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.

Anomaly detection

All business types

Detect lead quality and spam surges for Google Search Ads

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

Anomaly detection

4 business types

Detect lead quality and spam surges for LinkedIn Ads

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

Anomaly detection

4 business types

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.

Anomaly detection

4 business types

Detect lead quality and spam surges for Microsoft (Bing) Ads

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

Anomaly detection

4 business types

Detect lead quality and spam surges for Reddit Ads

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

Anomaly detection

4 business types

Detect lead quality and spam surges for Snapchat Ads

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

Anomaly detection

4 business types

Detect lead quality and spam surges for TikTok Ads

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

Anomaly detection

4 business types

Detect lead quality and spam surges for X Ads

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

Anomaly detection

4 business types

Send a cross-channel anomaly digest

A daily digest from the performance marketing agent: every spend, tracking, cost and delivery anomaly across channels, ranked by dollar impact.

Anomaly detection

All business types

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