Bot traffic detection

How to detect and stop bot traffic on your ads

A meaningful slice of paid traffic is never human — and the ad platforms' own reports won't show you which. Here's how bot traffic works, and how ValidVisit catches it by weighing every click against 100+ data points.

What bot traffic costs advertisers

Every bot click spends real budget for zero chance of a sale. Worse, it pollutes your analytics: inflated CTR, depressed conversion rate, and a CPA you can’t explain. Native, push and pop inventory — where most tools have thin coverage — tends to carry the highest share of invalid traffic.

Types of bot traffic

  • Simple bots & crawlers — scripts that fetch your page, often without running JavaScript at all.
  • Automated browsers — real browser engines driven by software, with no person at the keyboard, to imitate users at scale.
  • Automation traffic — browsers steered programmatically to click, fill and navigate without human intent.
  • Datacenter & proxy traffic — clicks from server farms or VPNs rather than residential connections.

Deep detection — 100+ data points per click

Traffic that slips past a single check rarely slips past a hundred. ValidVisit weighs every click against 100+ independent data points — spanning the network it came from, the device behind it, and how the visitor behaves — and combines them into a single 0-100 quality score, so genuine humans pass and bots stand out:

100+
Scale

Data points → one score

Every click is weighed against more than a hundred independent data points and reduced to a single, sortable 0–100 quality score.

1 verdict
Depth

Many angles, combined

Each data point is combined rather than checked in isolation, so a genuine human almost never trips enough of them to be flagged — and bots that beat one rarely beat the rest.

0–100
Model

Proprietary, not a black box

The detection model is ours and stays that way. What you get is a clear verdict on every click — not a single brittle rule you can game, and not an unexplained number you can't act on.

per source
Action

Pinned to the source

Every verdict maps to the campaign, publisher and placement that sent the click — so you know exactly which source to cut.

0–39 invalid40–69 suspicious70–100 clean
arbitrage-pub-447118
display-zone-7741
verified-partner-2b86

Illustrative example — the same 0–100 score, per source, worst first.

See bot traffic per campaign and publisher

Detection only matters if you can act on it. ValidVisit attributes every scored click across UTM and a directory of 46 ad-network tracking tokens, so bot traffic is pinned to the exact campaign, creative and publisher sending it. Start with the click fraud protection overview or a specific network like Taboola or Google Ads.

Go deeper on the mechanics in how click fraud detection works, see the symptoms in fake traffic detection, or read what is invalid traffic (GIVT vs SIVT) and what is click fraud.

FAQ

What counts as bot traffic on ads?+
Any ad interaction not produced by a genuine human: simple crawlers, automated browsers, automation traffic, and datacenter or proxy traffic dressed up to look like real visitors.
How do you detect an automated browser?+
ValidVisit weighs each click against 100+ independent data points — spanning the network it arrives on, the device behind it, and how the visitor behaves — and rolls them into one 0-100 quality score. No single spoofed value can carry an automated browser through, because genuine humans clear the bar and bots don't.
Can bots that don't run JavaScript still be caught?+
Yes. Clients that render your HTML but never execute JavaScript still register as one of the 100+ data points we weigh, so stripped-down bots and scrapers that hide from JavaScript-only tools are still counted and reflected in the click's quality score.
Do you block the bots automatically?+
Today ValidVisit detects, scores and attributes bot traffic and gives you audit-ready evidence plus server-side postbacks. Automated ad-platform IP exclusion is on our roadmap — what you get now is the proof to exclude and optimize with confidence.

See what your paid traffic really is.

Bots, fake clicks and invalid traffic detected and scored 0–100 — one script, no funnel hop.

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One script · raw IP never stored · GDPR legitimate-interest basis