Documentation
Connect your marketing data to Claude, ChatGPT and other LLMs.
Workflow prompts — Google Ads
Battle-tested workflows scoped to your data. Log in to launch them from the hub with your own account / campaign selection, or copy the resolved prompt into Claude, ChatGPT or Cursor.
The actual prompt templates are reserved to logged-in users with a connected Google Ads account. They resolve to your real account / campaign IDs so the AI has the right context.
Open a connected account under /accounts/{id}/insights, then click "AI analysis" — pick a workflow template or write your own question. The AI answers with your live data.
Each workflow below tells you the concrete problem it solves and the deliverable you get. The exact prompt is revealed once you're logged in.
1 — Morning check (5 min)
You need a quick daily health check to spot campaigns that need attention before spending more.
A ranked list of campaigns flagged by low ROAS, impression share lost to budget, or abnormal pacing — sorted by spend.
2 — Search term audit (waste hunt)
Wasted spend on irrelevant queries — job seekers, competitors, informational searches with zero intent to buy.
Categorized waste report + ready-to-paste negative keyword list at the right level (campaign or ad group).
3 — Quality Score diagnostic
Low Quality Score keywords are silently inflating your CPC — but you don't know which lever (CTR, ad relevance, landing page) to pull first.
Top 10 keyword fixes ranked by impact = (CPC saving) × (impression volume), grouped by root cause.
4 — Budget pacing
Some winning campaigns are capped by budget while losing ones keep burning cash — you need to rebalance.
A 3-bucket classification (cap-starved winners / overspending losers / rank-limited) + revenue projection if budgets shifted.
5 — CPA spike root cause
Cost per acquisition suddenly jumped and you need to find out what changed — settings, audience, device mix, external factor.
Top 3 contributing factors with impact percentage, cross-referenced with the change history (who touched what, when).
6 — RSA ad strength audit
Ads with Poor/Average strength are bleeding impressions, and you don't know which ad groups lack creative variation.
Flagged underperformers + specific headline/description improvement suggestions per ad group theme.
7 — Auction insights
You're losing impression share but don't know if it's a budget issue or a competitive ranking issue — bidding blindly.
Per-campaign bid direction (increase / decrease / hold) + top 3 competitor domains across your account.
8 — New campaign buildout
You need to launch a new Search campaign from scratch with proper themed ad groups, match types, and RSA copy.
A ready-to-review JSON plan (4-6 ad groups × 3 match types × 15 headlines × 4 descriptions) in dry-run mode.