
holy shit, @Muse just caught $1,742 a week leaking out of my ad account
I asked one question about my ad spend. It did everything else by itself:
> Pulled Meta, my pixel and GA4 and noticed the numbers didn't match
> Split it by age, device and creative, found 4 dead ads eating the budget
> Checked the landing page, caught a 4.1s LCP on mobile
> Went to GitHub, found tuesday's deploy that dropped the trial event
> Restored the event, backfilled 4 days, deduped 194 double-counted purchases
> Told me what to change in the campaign and is watching the pixel for 48 hours
At this point I don't see any reason to open an ad platform again.
A single question turned into a full cross-tool audit — ads, analytics, landing page and codebase — ending with the fix applied and monitoring switched on.