Roasguard automatically hides spam, scams, and toxic comments on your Facebook ads before your buyers see them. Protect your ROAS 24/7. Free 7-day trial.
Hey Product Hunt community! 👋
If you run Meta ads for an e-commerce store, you know the frustration: your Ads Manager shows high ROAS, but your bank balance doesn't match up.
Merchants often struggle with inflated native metrics caused by ghost-tagged view-through conversions, with no straightforward way to measure true incremental lift.
That is why we built RoasGuard.
Instead of relying on rigid, outdated rule chains, RoasGuard uses intelligent LLM reasoning to evaluate attribution data, detect ad spend leakage, track real-time orders, and run reliable holdout experiments.