Analyze competitors and draft matching ad concepts

An autonomous agent reviewed rival ads, created aligned concepts, and assembled everything into a report.

Done with Claude· Intermediate· Jan 2026

What they did
A developer built the agent with the Claude Agent SDK and gave it a task chain: find competitors, study their ads, write ads that fit the brand, and package the work into something shareable. It handled the whole process on its own without node-based automation or extra setup. A person could provide the starting instructions, then let it continue independently.
How it went
The agent finished the workflow, including competitor review, creative generation, and report packaging. No performance metrics or problems were reported.
Tips
This kind of setup works best when the brand inputs are specific enough to guide style and voice. If the agent may publish, send, or otherwise commit anything, make sure it pauses for approval first.

Try it yourself with Manus

Review the current ads from [number] competitors of [brand name] that sells [product or service]. For each competitor, note the main message, offer, and visual style. Then draft [number] new ad concepts that match my brand voice and look ([colors], [tone], [logo or layout notes]). Put the competitor findings and the new concepts into a shareable report, and stop to ask for my approval before sending, publishing, submitting, or making any other irreversible action. Finish by summarizing the report in a few bullets.

Fill in the [brackets]. Agents can make mistakes, so review anything before it is sent, paid or deleted.

Read the original on x.com ↗

Get 3 agent uses like this every morning

With the day's top AI news. Free, and one click to unsubscribe.