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How to Detect Anomalies in Google Ads With AI

Founder written
Author: Ahmed Ashraf|4 min read|Updated October 24, 2026
$1B+ ad revenue generated $500M+ managed Ex-Scandiweb paid media lead 630+ MCP tools

To detect anomalies in Google Ads with Claude or ChatGPT, connect your Google Ads account to PaidSync.ai and ask the assistant to check the account for anomalies, which flags large changes against the previous week. It compares the last 7 days with the 7 before and flags changes of more than 20 percent in spend, CTR and conversions. It only reads.

Which Tools Do the Work

An anomaly check tells you something moved before you notice it in a report. Claude runs the check, then digs into what changed:

detect_anomalies, get_campaign_performance and get_change_history only read your account.

How the Workflow Is Built

ToolWhat it does
detect_anomaliesFlags large week-on-week changes
get_campaign_performanceLocates the campaign behind a swing
get_change_historyChecks whether an edit caused the change

A flag is not a fault. A drop in spend can follow a pause you chose, and a rise in conversions can follow a promotion. The value is that you are told, so you can check the change history and decide whether it is expected.

How to Detect Anomalies in Google Ads With Claude in 5 Steps

These steps use Claude to detect anomalies. PaidSync.ai also works in ChatGPT, and the prompts are the same.

1

Connect Google Ads to PaidSync.ai

Sign up at paidsync.ai, then connect Google Ads on Google's own sign-in screen. There is no developer token and no Google Cloud project. Use the Google login that has access to the account where you want to detect anomalies.

2

Add PaidSync.ai to Claude

Open Claude's connector directory, add PaidSync.ai and sign in. Ask "list my Google Ads accounts", then pick the account where you will detect anomalies.

3

Run the check

Ask the assistant to detect anomalies in the account. It compares two 7-day windows.

4

Locate the cause

For each flag, ask for campaign performance to see which campaign moved, and the change history for recent edits.

5

Decide

Decide whether the swing is expected, needs a fix, or needs watching for another week.

How to Check the Result

Run the check again after a week and see whether the flagged items settled. Repeated flags on one campaign are a sign to look at it closely.

Use these two prompts to detect anomalies, in this order.

"Check my Google Ads account for anomalies this week against last week."
Reads your account and changes nothing.
"Show the change history for the last 7 days."
Reads your account and changes nothing.

How PaidSync.ai Protects You

Every Google Ads tool PaidSync.ai offers is on the Google Ads MCP server page, including the tools used to detect anomalies.

Frequently Asked Questions

How do I detect anomalies in Google Ads?

In Google Ads, compare two date ranges in the campaigns table and look for large changes. With PaidSync.ai, ask Claude or ChatGPT to run the anomaly check and it lists the flagged metrics.

What counts as an anomaly?

A change of more than 20 percent between the last 7 days and the 7 days before, in spend, CTR or conversions.

Can ChatGPT detect anomalies in Google Ads?

Yes. PaidSync.ai connects Google Ads to ChatGPT and to Claude, and the same tools run in both, so you can ask it to detect anomalies the same way you would in Claude.

What do I need before I detect anomalies?

A connected Google Ads account. The check needs at least two weeks of data to compare.

How much does it cost?

PaidSync.ai is free for 15 tasks a month with no card, enough to detect anomalies and see the result. Pro starts at $99 a month. See pricing.

How to Review Change History in Google Ads With AI→ How to Compare Campaign Performance in Google Ads With AI→ How to Diagnose Why a Campaign Is Not Delivering in Google Ads With AI→ Google Ads MCP Server with Full Write Access→

PaidSync.ai runs 630+ tools across 14 ad and analytics platforms. Connect your accounts once and use them in the AI assistant you already work in.

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