Bot Detection and Mitigation

Make your business a harder target.

Stop malicious bots from taking over accounts, abusing checkouts, and scraping your content. Kairal brings together AI-native detection and invisible verification to protect your business with less work for your team.

Try free for 3 months
Kairal console showing the activity chart, protection status, active alerts and recommended actions. Illustrative data.Open full console preview
Preview based on the Kairal console. All data and activity are illustrative.

The Kairal console

Kairal console showing the activity chart, protection status, active alerts and recommended actions. Illustrative data.

Preview based on the Kairal console. All data and activity are illustrative.

Scroll to explore the full console.

Easy integration

Connect through your existing edge or server infrastructure, add the browser collector, and start with the journeys you want to protect.

Automatically applied rules

Managed rules apply automatically, reducing manual setup and the work of building protection from scratch.

Endpoint-level control

Set protection separately for login, signup, checkout, and other routes. Adjust each endpoint to match the activity it needs to allow.

Protect the places bots target.

Coupon fraud prevention

Detect repeated attempts to exploit discounts across related accounts and sessions. Keep promotions available for the customers they’re meant for.

Checkout abuse prevention

Identify automated attempts to manipulate carts and checkout flows. Protect the path to purchase for legitimate customers.

Account takeover prevention

Spot automated login attempts and suspicious activity across sessions. Help protect customer accounts from credential stuffing and unauthorized access.

Fake account prevention

Detect automated registrations and connected account creation used to abuse offers, evade limits, or prepare further attacks.

Card testing prevention

Recognize repeated payment attempts used to test stolen card details. Mitigate the automation behind them.

Scraping protection

Detect automated collection of your prices, catalogue, and content. Control unwanted access while preserving useful crawler traffic.

Bot defense with less to manage.

See through the disguise.

Bots can imitate browsers and spread activity across accounts. Kairal connects device, network, and behavioral signals to assess intent and reveal coordinated abuse.

Let managed rules get to work.

Managed rules apply automatically. Set protection for individual endpoints and adjust it around your business, with less configuration to handle yourself.

Let customers get on with it.

Invisible challenges assess suspicious activity without asking customers to solve CAPTCHA puzzles. Make automated attacks more demanding while keeping the customer journey simple.

Try free for 3 months
Activity chart from the Kairal console preview, showing total and challenged requests. Illustrative data.
Preview based on the Kairal console. All data and activity are illustrative.
Suspicious activity
Invisible verification
Targeted response

Get protection into place.

Connect Kairal through your existing edge or server infrastructure and add the browser collector. Choose your endpoints, apply your settings, and review activity in one straightforward console.

Explore integrations
Browser signals
Kairal assessment
Edge or server
  • Cloudflare
  • AWS CloudFront
  • Akamai
  • NGINX
  • HAProxy
  • API
  • Go
  • JavaScript

See the attack. Understand the response.

Follow suspicious activity across visits, devices, and accounts. See the evidence behind a decision and the action applied, so your team can investigate and adjust protection with confidence.

Active alerts from the Kairal console preview. Illustrative data.
Preview based on the Kairal console. All data and activity are illustrative.

Go beyond standalone bot controls.

Add context to the signals you already use.

Go beyond standalone bot controls.
ApproachWhat it doesWhat Kairal adds
IP blockingRestricts access from specified IP addresses or networks.Device and behavioral context alongside network signals.
Basic rate limitingCaps requests over a defined period.Intent-based analysis of related activity across requests and sessions.
Interactive CAPTCHAAsks visitors to complete a verification step.Invisible challenges that assess activity without puzzles.

This comparison covers individual controls used on their own. Full bot-management platforms may combine additional capabilities.

Built by attackers.

Our founders built bots. Our team comes from offensive security, scraping, and traffic analysis. We understand how operators build an attack, test a defense, and change tactics when they’re blocked.

Modern bots are designed to pass as customers. They rotate IPs, tune their browsers, and work around verification. Effective protection needs to follow the behavior behind those changes.

How we work

We track intent.

We connect actions across a session to understand what the visitor is trying to achieve.

We follow the bypass.

We study how operators combine residential proxies, modified browsers, and CAPTCHA-solving services to evade detection.

We think like the operator.

We know what gets changed after a block: the IP, the browser, the account, or the pace. That perspective guides our detection.

We make attacks harder to sustain.

Invisible challenges and targeted mitigation increase the effort and cost of keeping an attack running.

Give bot protection less of your day.

Put Kairal to work protecting your customers, accounts, and content.

Try free for 3 months

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