Fake Orders From Audience Network — The Real Cause and the Fix
If the ratio of fake or wrong-number phone entries in your COD orders looks unusually high, check your ad placements first. This is a pattern we’ve seen consistently across multiple ad accounts.
What’s Actually Happening
By default, Facebook Ads automatically includes Audience Network — third-party apps and websites where Facebook shows ads, outside of Facebook and Instagram itself. On these placements:
- Click quality is significantly lower
- Accidental clicks (like an app tap that happens by mistake) are common
- People filling out order forms often have no genuine intent
Result: an order comes in, but when you check the number, it’s wrong or fake.
The Fix: Set Placements Manually
When building your ad set, instead of using “Advantage+ Placements” (automatic), select manual placements and keep only:
Within both, select specific positions (Feed, Stories, Reels) — but completely uncheck or omit Audience Network.
What About Existing Campaigns?
If a campaign is already running with Audience Network included:
- Edit the ad set and remove Audience Network from placement settings
- After saving, give it 7–10 days of patience — the pixel needs time to re-learn
- CPR may be a bit unstable during this period — that’s normal
Is This a Guarantee?
No — fake orders aren’t caused by placement alone, but excluding Audience Network is the biggest and easiest fix we’ve tested. We’ll cover other fraud signals (like device ID and IP tracking) in a future article.