Google Ads Performance Review

Identify wasted spend in Google Ads and write new copy for underperforming campaigns.

A real workflow from the Magister template catalog — the same steps a dedicated agent executes for your brand, shown in full before you run anything.

What you provide

The steps, in full

  1. 1

    Read Google Ads performance

    Load magister-google-ads and call magister_integration_read with service=google_ads for bounded campaign, ad group, keyword, spend, conversion, and routing-aware account reads. Return needs_connection honestly.

  2. 2

    Diagnose performance

    Compare periods, identify spend efficiency and conversion changes, and separate observed data from hypotheses. Never infer zero spend from missing rows.

  3. 3

    Recommend guarded actions

    Prioritize optimizations with expected impact and risk. Do not change budget or campaign state in a review workflow; paid changes require magister_integration_spend and exact approval.

  4. 4

    Emit finding

    Persist the complete review and call magister_submit_workflow_completion.

Capabilities it uses

Google AdsFindings

What it won't do without you

Magister workflows draft and prepare autonomously, but anything externally visible — publishing a page, sending an email, changing a campaign — waits for your approval. You can run this template once, or schedule it and review the results as they land.

Fork it into your own agent

Start free: enter your website, get a full marketing audit, and run workflows like this one in your own stack.

More Paid Ads templates