Bot detection for modern web, mobile, and API traffic

BoTraffic

Stop automated abuse before it reaches checkout, login, signup, or scraped inventory. BoTraffic turns device, network, behavior, and intent signals into decisions your teams can trust.

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<10ms: edge decision path
4B+: signals normalized daily
24/7: abuse response workflow

Credential stuffing Account creation abuse Scraping Checkout automation API abuse

Platform

Every request gets a reasoned verdict.

BoTraffic combines passive telemetry, active browser challenges, mobile attestation, and server-side reputation into one adaptive risk engine. Your application receives a clean decision, the evidence behind it, and the controls to tune enforcement safely.

Traffic command Live risk

Requests classified 1,842,930 last 24 hours

Human session integrity

Allow

Rotating residential proxy cluster

Challenge

Replay automation on checkout API

Block

Signal architecture

Detection that adapts faster than attackers rotate.

Device truth

Browser, mobile, and headless runtime evidence is resolved into stable session identity.

Behavioral intent

Navigation cadence, interaction entropy, and replay traces expose automation at the edge.

Network reputation

Proxy rotation, ASN drift, hosting fingerprints, and velocity patterns inform every verdict.

Explainable enforcement

Security, fraud, and product teams see why a request was allowed, challenged, or blocked.

Response layer

Put the right friction in the right place.

Shadow deploy with full evidence.

Start in monitor mode, compare verdicts against your fraud outcomes, and tune policies without production risk.

Step up only suspicious traffic.

Send uncertain sessions to proof-of-work, device checks, MFA, or your existing verification flow.

Stop high-confidence automation instantly.

Apply deterministic deny rules at the CDN, origin, application, or API gateway with audit-ready logging.

Built for operators

Security depth without burying product teams.

BoTraffic ships with policy templates for acquisition funnels, checkout, login, inventory pages, and public APIs. Analysts get investigations. Engineers get clean SDKs. Executives get business impact reporting.

1 Instrument

Add lightweight SDKs, reverse proxy, or server-side API calls.

2 Decide

Receive `allow`, `challenge`, or `block` verdicts with evidence.

3 Improve

Feed outcomes back into models and policy simulation.

Customer signal

Trusted by teams fighting real automated abuse.

"We moved BoTraffic into monitor mode first and had useful signal by the end of the week. The biggest win was explaining why a session was risky without forcing product to read raw logs."

"Credential stuffing used to mean a full incident room. Now our edge policy handles the obvious automation and escalates the uncertain traffic to verification."

"The API verdicts were easy to wire in, and the evidence trail helped us prove that blocks were protecting inventory instead of creating false-positive churn."

Try BoTraffic

See which traffic is human before your next abuse spike.

Start with a guided traffic review, deploy in monitor mode, and get a clear path to enforcement across login, signup, checkout, scraping, and API abuse.