Social ad networks: click fraud & invalid traffic
Detect bot traffic and check traffic quality across social networks, with every visit judged Valid or Invalid per campaign and source.
Every social network, judged.
Pick a network for its invalid-share breakdown, tracking tokens and the exact exclusion you can take.
On social platforms the invalid-traffic surface isn’t publisher arbitrage — it’s placement quality. The auction and creative are usually sound; the leakage is in specific placements and ad sets where automated or incentivised engagement slips into otherwise strong inventory.
How fraud works on social.
Where invalid traffic concentrates
Social invalid traffic tends to live in three places:
- Extended audience-network inventory — ads served inside third-party apps and sites, where quality varies far more than in the core feed.
- Engagement farms — operations that manufacture click-through signals on short-form placements (Reels, Stories) to monetise.
- Automated app environments that trip a pixel fire without any genuine user intent behind it.
The core in-feed placements usually perform; the leakage concentrates in a subset of placements and ad sets, which is why placement-level visibility matters more than a campaign average.
What ValidVisit judges
Because the social platforms auto-tag each click with a placement-aware id (e.g. fbclid), ValidVisit can attribute each judged visit back to the originating campaign, ad set, and placement. The blend of network origin, device, and behaviour is especially diagnostic for automated app environments and engagement-farm tooling, so a pixel fire with no plausible human behind it is separated from a genuine but low-engagement visitor.
What you can actually do about it
Be clear-eyed about the levers: social platforms are largely walled, so you can’t blacklist an individual bad publisher the way you can on a native or pop network. What you can do is turn off the audience/extended network (e.g. Meta’s Audience Network), exclude the weak placement type where the platform allows it, shift budget toward the placements ValidVisit judges valid, and use the evidence to request invalid-click credits. ValidVisit rolls the invalid share up by placement and ad set so those decisions are grounded — but if you want true sub-source exclusion, that lives on the self-serve native, push and pop networks.
Scoring works the same way on every social network, and ValidVisit only reports: you make each exclusion in the network yourself. How the verdict works →
Social networks, answered.
Isn’t social traffic already filtered by the platform?
Platforms filter at their own definition of invalidity and report it in aggregate. ValidVisit gives you an independent, transparent second measurement — every visit judged Valid or Invalid and attributed to the exact placement and ad set — so you can verify quality rather than take the aggregate on trust.
Where does social invalid traffic usually hide?
Most often in extended audience-network inventory served across third-party apps, and in engagement-farm activity on short-form placements. Both concentrate in specific placements, which is why ValidVisit attributes verdicts at the placement and ad-set level.
Find the bots in your social-network spend.
See which publishers and placements send real buyers vs bots — every visit judged Valid or Invalid, worst first.
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