Real Agent Cases

Audit 90 days of Meta ads from a CSV export with Claude Code

Source date:
Last verified:
Method:
How we verify

Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Outcome

Claude Code flagged 14 money-losing creatives, found that 7 of the top 10 ads opened with a question, and spotted 3 ad sets cannibalizing each other.

Poster says:14 money-losing creatives flagged

This is the source's own number. We haven't measured it.

Agent

Claude Code

Prompt Original prompt

Exact prompt as published in the source.

give me every ad that spent over $50 with a CPM above $20 and a hook rate below 25%

Source

https://x.com/propialis/status/2041264181106692318

By Prop (@propialis) · Published Apr 6, 2026 · Added Oct 15, 2026 · Last verified Oct 15, 2026

  • With Google Ads, Google Analytics and the Webflow site connected to a Claude Code project, the poster adds negative keywords quickly, tracks ad performance, and found that mobile wasn't converting because the page showed nothing relevant above the fold.

    Claude Code · Marketing · Source date:

  • Find car brands without a web app and email them a pitch with ManusRecreated promptEvidence: Screenshots or logs

    Manus searched for car brands without a web app, wrote an email and sent it to them; some replied and the poster built one an app.

    Manus · Marketing · Source date:

  • Claude Code reads each scraped company's website and checks it against the poster's ideal customer profile, dropping about 30% of leads before outreach; the poster says reply rates roughly doubled and they booked 100+ meetings in 3 months.

    Poster says:100+ meetings booked in 3 months

    Claude Code · Marketing · Source date: