Traffic Guard fraud detection,
powered by server-side signals.
Traffic Guard protects your ad spend by detecting and blocking invalid traffic in real time — bots, click farms, ad stacking, and sophisticated IVT that drains budgets without delivering real customers. But fraud detection is only as good as the signals it receives, and browser-side data is increasingly easy for bots to spoof.
Ingest Labs sends server-side traffic signals to Traffic Guard — first-party identity, server-verified conversions, and request metadata that bots can't fake. Richer signals mean more accurate IVT classification, fewer false positives, and ad spend that reaches real humans.
Why Traffic Guard + Ingest Labs
Ad fraud is an arms race. Sophisticated bots now mimic human behavior — realistic mouse movements, scroll patterns, and even time-on-page metrics. Browser-side fraud detection scripts can catch the obvious bots, but the advanced ones are designed specifically to evade client-side checks. They spoof user agents, rotate IPs, and simulate engagement patterns that look indistinguishable from real users.
Server-side signals change the equation. When Traffic Guard receives data from your server rather than the browser, it gets context that bots can't easily forge: server-verified conversion events, first-party identity graphs, session history, and request metadata from your infrastructure. These signals are orders of magnitude harder to spoof than client-side JavaScript variables.
Ingest Labs delivers these signals in real time. One integration, one identity framework, and Traffic Guard gets the complete picture — server-verified traffic data that makes IVT classification more accurate and reduces the false positives that block legitimate customers.
Integration resources
Setup guide for the Traffic Guard destination, including signal mapping and identity configuration.
Contact for setup guide
Traffic Guard — where your IVT reports, traffic quality scores, and ad fraud prevention are managed.
Visit Traffic GuardTraffic Guard's official documentation — API reference, integration guides, and IVT classification methodology.
Traffic Guard resourcesKey benefits
Server-side traffic signals that bots can't spoof — better fraud detection, fewer false positives, protected ad spend.
- Send server-verified traffic signals that sophisticated bots cannot spoof or manipulate
- Improve IVT classification accuracy with first-party identity and server-side request metadata
- Reduce false positives — server-verified conversions help confirm legitimate users
- Protect ad spend across Google Ads, Meta, TikTok, and all major ad platforms from a single integration
- Detect fraud in real time with server-side event streaming — no batch delays
- Enforce GDPR and CCPA consent at the server level before forwarding traffic signals
Frequently Asked Questions
How does Ingest Labs improve Traffic Guard's fraud detection?
Traffic Guard classifies traffic as valid or invalid based on behavioral signals, device fingerprints, and conversion patterns. When these signals come only from the browser, bots can spoof them. Ingest Labs adds server-side context — first-party identity, server-verified conversions, and request metadata — giving Traffic Guard richer, harder-to-fake data for IVT classification.
What is invalid traffic (IVT) and how much does it cost?
Invalid traffic includes bots, click farms, ad stacking, and other non-human or fraudulent interactions that waste ad spend. Industry estimates put IVT rates at 10–30% of total digital ad spend. Traffic Guard detects and blocks IVT in real time — and server-side signals from Ingest Labs make that detection more accurate.
Does this work with all ad platforms?
Yes. Traffic Guard integrates with Google Ads, Meta, TikTok, and other major ad platforms. Ingest Labs sends server-side traffic signals to Traffic Guard regardless of which ad platform drove the click, providing a unified fraud detection layer across your entire media mix.
Will this block legitimate users?
No. Traffic Guard's classification engine distinguishes between human and non-human traffic. Server-side signals from Ingest Labs actually reduce false positives by providing richer context — first-party identity and server-verified conversions help Traffic Guard confirm that real users are real, not just that bots are bots.
Is this GDPR and CCPA compliant?
Yes. Ingest Labs enforces consent at the server level. Traffic signals are only forwarded to Traffic Guard when appropriate consent is in place. Fraud detection processing is typically covered under legitimate interest, but Ingest Labs ensures the consent framework is respected regardless.
How long does setup take?
Most customers are sending server-side traffic signals to Traffic Guard within 24 hours. You connect your Traffic Guard account in the Ingest Labs dashboard, configure the signal mapping, and server-side delivery begins immediately.
Ingest Labs Traffic Guard integration: Server-side traffic signals for ad fraud detection and invalid traffic prevention. First-party identity and server-verified conversions improve IVT classification accuracy. Protects ad spend across all major platforms. Reduces false positives with richer signal data. GDPR and CCPA compliant. Live in under 24 hours.
Give Traffic Guard the signals it needs — server-side, first-party, real-time.
Richer fraud detection data, higher IVT classification accuracy, and protected ad spend.