Documentation
Connect your marketing data to Claude, ChatGPT and other LLMs.
Workflow prompts — Meta 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 Meta 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 ROAS check
You need a 2-minute daily scan to catch campaigns with fatigued creatives or dropping ROAS before budget is wasted.
ROAS / frequency / CPM summary with flagged campaigns (ROAS < 1.5 or frequency > 4).
2 — Creative fatigue scan
Creatives burn out after 1-2 weeks but you can't tell which ones to pause vs which to keep running.
List of ads with week-over-week ROAS drop > 30% + clear recommendation (pause or refresh).
3 — Audience breakdown ROAS
Your targeting is broad and you suspect some age/gender segments are ROAS killers — but can't prove it.
Top 3 winners + top 3 losers by ROAS with specific bid-adjust or exclusion recommendations.
4 — Placement optimization
Advantage+ placements mix Feed, Stories, Reels, Marketplace — some are expensive and bad at converting.
Placement-level performance with exclusion candidates (CPM > 2× avg AND ROAS below average).
5 — Budget shift recommendation
Hard to see momentum at the campaign level — who's rising, who's falling, where to reallocate.
Risers vs decliners classification + dry-run simulation of +50% budget on top risers.
6 — Ad set vs ad set comparison
Inside a single campaign, one ad set carries most of the performance but budget is spread evenly across all of them.
Winner identification + recommendation to pause underperforming ad sets (ROAS gap > 30%).