{
 "schema_version": 1,
 "generated": "2026-10-23",
 "repo": "langchain-ai/paid-media-agent",
 "name": "paid-media-agent",
 "owner": "langchain-ai",
 "slug": "langchain-ai-paid-media-agent",
 "github": "https://github.com/langchain-ai/paid-media-agent",
 "what": "An open-source paid media agent built on Deep Agents that analyzes campaign performance across ad platforms, generates reports, and prepares campaign changes for review.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.11+ and uv installed",
  "Git installed to clone the repo",
  "Access to the ad platforms you use, through Pipeboard MCP or direct adapters for X Ads and OpenAI Ads",
  "A model key for the ask command and a chosen model for setup",
  "A LangSmith organization with MDA access, an API key with deployment permissions, and a model key for managed deployment"
 ],
 "audience_note": "Marketers, growth leads, and agencies who run paid ad accounts and want cross-channel analysis, reports, and reviewed changes in Slack or the terminal.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Sales and marketing",
 "url": "https://dedupedai.com/use-cases/langchain-ai-paid-media-agent/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "langchain-ai-paid-media-agent--weekly-cross-channel-performance-report",
   "title": "Generate a weekly cross-channel performance report",
   "best": true,
   "url": "https://dedupedai.com/use-cases/langchain-ai-paid-media-agent/weekly-cross-channel-performance-report/",
   "json": "https://dedupedai.com/use-cases/u/langchain-ai-paid-media-agent/weekly-cross-channel-performance-report.json"
  },
  {
   "id": "langchain-ai-paid-media-agent--investigate-cost-per-lead-shifts",
   "title": "Find the campaigns behind a cost-per-lead increase",
   "best": false,
   "url": "https://dedupedai.com/use-cases/langchain-ai-paid-media-agent/investigate-cost-per-lead-shifts/",
   "json": "https://dedupedai.com/use-cases/u/langchain-ai-paid-media-agent/investigate-cost-per-lead-shifts.json"
  },
  {
   "id": "langchain-ai-paid-media-agent--try-the-offline-demo-first",
   "title": "Try the offline demo before connecting accounts",
   "best": false,
   "url": "https://dedupedai.com/use-cases/langchain-ai-paid-media-agent/try-the-offline-demo-first/",
   "json": "https://dedupedai.com/use-cases/u/langchain-ai-paid-media-agent/try-the-offline-demo-first.json"
  },
  {
   "id": "langchain-ai-paid-media-agent--deploy-scheduled-reports-to-managed-deep-agents",
   "title": "Deploy scheduled reports to Managed Deep Agents",
   "best": false,
   "url": "https://dedupedai.com/use-cases/langchain-ai-paid-media-agent/deploy-scheduled-reports-to-managed-deep-agents/",
   "json": "https://dedupedai.com/use-cases/u/langchain-ai-paid-media-agent/deploy-scheduled-reports-to-managed-deep-agents.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}