ML click-fraud & bot detection

Bot & click-fraud protection with visible decisions

We tell humans from bots before they burn your ad budget.

Drop-in SDK script, millisecond classification, savings reports and "why blocked" — in your dashboard.

~5 msavg. classification
5 minto switch protection on
100%decisions explained
How it works

From setup to the first verdict — no site rebuild

You plug in the script — the system collects session data itself, tells automation from live visitors and explains every decision.

connect

Setup

One script on your site — no integrations, no approvals

collect

Data collection

The SDK feeds session data to a secured API

classify

Classification

Every visit gets a verdict in milliseconds — before the ad click

report

Reporting

Savings and an explanation for every decision — in your dashboard

Features

Everything you need to protect ad spend

Multi-criteria evaluation

Decisions from a combination of session signals, not a single rule — smart automation does not slip through a one-filter hole.

Explainable decisions

Every verdict comes with an explanation. The "why blocked" report is a ready answer for advertisers and auditors.

Adapts to your traffic

The system learns from sessions on your site: protection gets stronger every week.

Yandex integrations

Ready Direct & Metrika adapters: IP-list blocking and click-savings reports.

Custom integrations

Webhook to your backend: on bot block we POST session details (HMAC-signed). Hook it to your CRM, analytics or own protection in 10 minutes.

Protection in five minutes

One script on your site and every session is being classified. No site rewrites, no approvals.

Value

What you get — in money, not metrics

A bot never buys. A click farm hits your ads by the tens of thousands and leaves without an order. We cut that traffic before it burns your budget.

Budget stops leaking to bots

Every blocked bot is a click you no longer pay for. The dashboard shows how much the system saved today, this week and this month.

Clicks without purchases — a signal

140 clicks and 0 orders — a farm. 50 clicks and 30 orders — real buyers. We show the difference, not raw traffic stats.

Protection in five minutes

One script on your site and every session is being classified. No integrations, no site rewrites, no approvals.

Transparency as leverage

Every verdict is explained: which step fired and why. The "why blocked" report is a ready answer for advertisers and auditors.

Pricing

Pay for visits, not integrations

Start free — 10,000 visits per month. Upgrade to a paid plan in one click.

Free
10,000 visits
0 ₽/mo
Choose plan
Pro
100,000 visits
2,990 ₽/mo
Choose plan
Enterprise
1,000,000 visits
9,990 ₽/mo
Choose plan

Protect your site in five minutes

Register, add a site, get keys, paste the script — BotShield starts classifying your traffic.

Get started free
BotShield — bot & click fraud protection