{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "beyondtahir-beyondwords--run-bounded-sponsored-products-ad-test",
 "repo": "beyondtahir/beyondwords",
 "repo_url": "https://github.com/beyondtahir/beyondwords",
 "repo_slug": "beyondtahir-beyondwords",
 "title": "Run a bounded Sponsored Products ad test",
 "page_title": "How to run a bounded Sponsored Products ad test with Beyondwords",
 "summary": "Create a limited Amazon ad experiment and analyze its reports under authorized API access.",
 "who": "A KDP publisher with a live book who wants to test paid reader outreach without open-ended spending.",
 "problem": "Advertising can drain a budget quickly, and manual campaign setup and report reading take time.",
 "outcome": "A bounded Sponsored Products campaign plan, a created campaign if access is authorized, and a report analysis with next-step options.",
 "steps": [
  "Confirm you have authorized Amazon Sponsored Products API access and that the owner keeps account details.",
  "Set your spending limit and the book you want to test, and state that the experiment is bounded.",
  "Ask the assistant to draft the ethical reader-outreach plan and the campaign structure for review.",
  "Approve the campaign before it is created, then let the assistant create and manage it through the authorized connection.",
  "Import or pull the performance reports and ask for an analysis that compares results with your goal."
 ],
 "agent_prompt": "Use the Beyondwords skill from beyondtahir/beyondwords to plan a bounded Sponsored Products test for <book title> with a spending limit of <limit>. Return the outreach plan, the campaign structure for my approval and, after approval, the report analysis. Verify that no campaign is created without my explicit approval and that the spending limit is respected.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "1 hour 30 minutes",
 "basis": "readme",
 "caveat": "The README says connected execution works only when the actual tools, account access and authorization are in place, and otherwise falls back to file preparation, report imports or a guided handoff.",
 "category": "Content",
 "tags": [
  "Content"
 ],
 "lang": "python",
 "requirements": [
  "A supported AI assistant host, such as ChatGPT Work, Codex, Claude Cowork, Kimi Work, OpenClaw or Hermes Agent",
  "The Beyondwords skill installed through the route in docs/INSTALL.md",
  "An Amazon KDP account for publishing your own books",
  "Authorized Amazon Sponsored Products API access only if you want connected advertising",
  "A stated goal, budget, available time and country"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "Connected advertising needs authorized Amazon account access, so keep account details with the owner and only grant access you intend to use."
  }
 ],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/beyondtahir-beyondwords/run-bounded-sponsored-products-ad-test/",
 "md": "https://dedupedai.com/use-cases/beyondtahir-beyondwords/run-bounded-sponsored-products-ad-test/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/beyondtahir-beyondwords--run-bounded-sponsored-products-ad-test.json",
 "api_version": "v1"
}