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Analyze competitor ads and generate on-brand ad creatives

An autonomous Ad Agent built on the Claude Agent SDK finds competitors, analyzes their ads, generates on-brand creatives and packages a shareable report.

Time saved
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Setup time
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Use case overview

An autonomous Ad Agent built on the Claude Agent SDK finds competitors, analyzes their ads, generates on-brand creatives and packages a shareable report.

Reported experience

  1. What they did

    The Ad Agent was built on the Claude Agent SDK and given a prompt to find competitors, learn from their ads, generate on-brand creatives, and package a shareable report. It ran the full sequence autonomously with no node-based workflows or extra setup. A person could supply the initial prompt or let it proceed independently.

  2. How it went

    The agent completed the described workflow of competitor analysis, creative generation, and report packaging. The post provides no performance numbers or noted shortfalls.

Example prompts

Try with Manus
Find the top [number] competitors of [my brand and what it sells], look at their current ads on [Meta Ad Library, Google, or TikTok], and summarize their messaging, offers, and visual styles. Then create [number] new ad concepts in my brand style ([colors, tone, logo notes]) and put everything into a shareable report. You're done when the report has the competitor analysis and the ad creatives with short reasoning for each.
Sales · Beginner
  1. Form submit
  2. Fetch company site
  3. Claude scores fit

Auto-qualify inbound leads before a rep sees them

Score every demo request against your ICP, update HubSpot and ping the right rep in Slack within a minute of the form submit.

n8n · Claude · HubSpot · Slack
Customer Support · Intermediate
  1. New ticket webhook
  2. Claude classifies
  3. Draft from help docs

Triage support tickets and draft first replies

Every new Zendesk ticket gets a category, priority and sentiment tag plus a draft reply in an internal note before an agent opens it.

Zendesk · n8n · Claude
Coding · Intermediate
  1. PR opened
  2. Copilot inline review
  3. Claude risk summary

Automated first-pass review on every pull request

Copilot and Claude review each PR for bugs, missing tests and risky changes before a human looks, so reviewers can focus on design.

GitHub Copilot · Claude · Slack