Bot Management

Intelligent Bot Management

Stop credential stuffing, account takeover, scraping, bot-driven DDoS, and API abuse before they drain revenue, distort analytics, overload origin, or degrade user experience. Peakhour combines proxy, fingerprint, route, rate, credential, API, WAAP, DDoS, and behaviour context on the request path so legitimate visitors continue without friction.

Where Sophisticated Automation Gets Past Simple Bot Rules

Static bot signatures and residential proxy databases still have a place, but they are not enough when automation rotates infrastructure, fingerprints, routes, credentials, and request volume.

Private Networks Evade Static Lists

Attackers increasingly assemble private and residential proxy networks before public datasets can label them. Treat proxy status as a live risk signal, not a standalone blocklist.

Fingerprints Drift Under Pressure

Anti-detect browsers and automation frameworks alter TLS, HTTP, browser, and device signals. A decision model has to compare those changes with behaviour and route context.

Route Abuse Needs Route Context

Ten requests per second means one thing on a static asset and another on login, checkout, search, or account APIs. Peakhour applies controls where the business risk appears, including rate limits and Layer 7 DDoS response when volume turns into origin pressure.

Actions Need Evidence

Allow, challenge, rate limit, block, and log decisions stay tied to the signals that drove them, so teams can tune policy without guessing.

A Bot Decision Needs More Than One Signal

Peakhour scores each request from the context that actually changes the decision: IP intelligence, residential proxy detection, network and browser fingerprints, route and rate behaviour, credential exposure, API path state, DDoS pressure, and WAAP/WAF findings. Use Peakhour Edge as the delivery layer, or add Peakhour intelligence to your existing CDN or edge provider without moving every workload at once.

  • IP intelligence and residential proxy signals
  • Network, TLS, HTTP, and browser fingerprinting
  • Route-aware rates and behaviour baselines
  • Credential, account, and API context
  • WAAP/WAF findings and decision logs
  • Layer 7 DDoS pressure and origin-protection context
Bot management decision board showing fingerprint evidence, request cadence, automation score, and allow, challenge, or block actions.

High-Value Threat Focus: AI and LLM Scraping

As AI agents and large-scale crawlers increase request volume, protecting proprietary content and pricing signals becomes critical. Peakhour identifies LLM-driven and automated scraping behaviour even when traffic hides behind fresh proxy exits, anti-detect browsers, or private networks.
Scraper request trace showing repeated product and pricing requests, AI-agent signatures, residential proxy rotation, and block outcomes.

Precise Control at the Decision Point

Use policy controls to target specific threats and select actions by request route, API method, credential state, WAAP finding, risk score, behaviour profile, and traffic pressure. Move from blanket mitigation to precise allow, challenge, rate limit, block, and log decisions that protect origin capacity without hiding the reason a request was treated differently.
Bot assessment scorecard summarising exposure, credential stuffing pressure, scraper cadence, and recommended policy actions.

Live Telemetry Validates Bot Policy Decisions

Dashboards, logs, and event streams verify that mitigations are working in production: attack categories, selected actions, route impact, rate-limit activity, DDoS pressure, and changes over time. This evidence supports daily operations, WAAP review, and stakeholder reporting.

Action Allow, challenge, block Track mitigation mix
Category Scraping and takeover See what changed
Evidence Route and signal logs Explain outcomes

The proof view connects bot categories, mitigation actions, and trend movement without making the raw screenshot the page centerpiece.

Lower Fraud, Better Performance, Clearer Operations

Outcome board showing legitimate users allowed, uncertain sessions challenged, scraper signatures blocked, and evidence exported.

Relevant information from our blog

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