This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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RoasGuard
AI-powered revenue protection to detect ad spend leakage.
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Instead of relying on rigid, outdated rule chains, RoasGuard uses intelligent LLM reasoning to evaluate attribution data, detect ad spend leakage, track real-time orders, and run reliable holdout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.
About RoasGuard on Product Hunt
“AI-powered revenue protection to detect ad spend leakage.”
RoasGuard was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #20 on the daily leaderboard. 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.
On the analytics side, RoasGuard competes within Social Network, Marketing and Advertising — topics that collectively have 548.2k followers on Product Hunt. The dashboard above tracks how RoasGuard performed against the three products that launched closest to it on the same day.
Who hunted RoasGuard?
RoasGuard was hunted by Mannit Technologies. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of RoasGuard including community comment highlights and product details, visit the product overview.
Mannit Technologies