π£ Marketing & contentFrom a real public post
Refresh underperforming ads in minutes
AgentClaude Code
IndustryE-commerce
CountryGlobal
DifficultyMedium
Tool costClaude subscription
Saved (RM/SGD)~2 h β 15 min per refresh (reported)
Source typeThird-party summary
1 Β· The problem
Rewriting tired ad copy for each campaign refresh took hours.
2 Β· Agent setup
Claude Code reads past ad results, picks low click-rate ads and has sub-agents write new headlines and descriptions within character limits for human review.
3 Β· Result
The summary of Anthropic's own write-up reports about two hours down to 15 minutes and roughly 10x more variations.
4 Β· Copy-paste prompt
From ads.csv, pick ads with CTR below [x]% and over [n] impressions. Write 5 new headlines (max 30 chars) and 5 descriptions (max 90 chars) for each in English and BM. Output a CSV for review.
Related
Three agents run 10 social media accounts
Over three months the author reports going from 30 to 2,147 followers on X and daily work dropping to 30 minutes, but also a published factual error and a job that failed silently for three days.
Ask an agent why ad ROAS dropped (and check its maths)
The agent gave a ROAS figure, then a very different one when challenged; the advice was generic and rated 1/5.
Enrichment centre halves social content time
The Minister of State cited 50% time savings on content creation, more website traffic and better SEO.