Online threats evolved. Your defense should too.

Stop choosing between accepting abuse and punishing real customers.

Kairal brings adaptive AI defenses and session intelligence to detect threats across the entire customer journey, so your real customers never feel a thing.

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3-day turnaround. No credentials required.

Live
Live traffic filter
Kairal
Mitigated
0
Passed
0
The problem

Automated abuse is the default state of the modern web. Most platforms just don’t see it yet.

Automated threats don’t take days off. A flash sale, a credential leak, a quiet Tuesday: it doesn’t matter. Bots arrive first. Chargebacks queue up, account balances drain, promo budgets evaporate, and real users complain on social.

0%

of all web traffic is now automated — more than human, and human traffic keeps declining year over year. Bots probe APIs, exhaust inventory and scrape data, and burn cloud spend before a real user arrives.

Thales Bad Bot Report 2026
+0%

year-over-year growth in agentic AI traffic. Autonomous browsers that click, fill forms, and buy — and most platforms can't tell them apart from a real customer.

HUMAN Security 2026
+0%

year-over-year growth in account takeover attacks. Once attackers are inside, loyalty points, stored cards, and subscriptions follow.

Thales Bad Bot Report 2026
3.9×

the order value is what every chargeback actually costs in Europe — fees, lost goods, and ops. Cross 0.9% dispute rate and Visa's VAMP puts you on a monitoring program.

LexisNexis True Cost of Fraud, EMEA · Visa VAMP
A fraud analyst reviewing dashboards late at night
Security operator at multiple monitors in a dimly lit room
Threat landscape

Bots. Agentic AI. Automated fraud. Targeting every business that runs on user trust.

The threat landscape evolved beyond simple bots. Agentic AI and orchestrated fraud now hit every type of user-facing platform at scale. Kairal covers all of it.

Bot buyouts

AIO bots exhaust limited stock in seconds before real customers reach checkout.

Carding attacks

Stolen cards tested at scale through checkout, generating chargebacks and processor penalties.

Credential stuffing

Breached username/password pairs hammered against login until they land.

Scalper bots

Queue-jumping automation hoarding inventory before real buyers get a chance.

Promo abuse

Bot-created accounts farming referral bonuses, discount codes, and loyalty points.

Price scraping

Automated crawlers harvesting your catalog and pricing for competitors.

Fake accounts

Bot-generated signups inflating metrics, claiming bonuses, or staging future attacks.

Polluted analytics

Bot traffic distorts conversion rates, attribution data, and ad-spend decisions — teams optimise for visitors that don’t exist.

Account takeover

Compromised credentials used to drain loyalty points, stored cards, and gift balances from real customer accounts.

Agent trafficNew

Every assistant arriving at your door — named, scored, sorted.

OpenAI Operator, Perplexity, Claude Agent, Google Shopping — and the impersonators trying to look like them. Kairal scores intent, not just surface signals, so authorized agents flow through and spoofs don't.

Incoming agent traffic
OpenAI Operator
Perplexity
Google Shopping
Claude Agent
Impersonated Agent
Unauthorized AI Training Agent
Kairal
Identity Intelligence Engine
<25ms per verdict
Authorized — passed
68%

Trusted agents acting for real users reach you clean.

Impersonation — stopped
32%

Spoofed identities and agent-driven abuse never land.

Share of agent traffic, last 24h

Agent visibility, by source

OpenAI Operator
34%
Perplexity
22%
Google Shopping
18%
Impersonated Agent
15%
Unauthorized AI Training Agent
11%

Named, scored, quantified — every AI agent already hitting your store.

Recognize the real ones

Authorized assistants pass clean. No challenge, no friction, no false block on a real customer's agent.

Catch the impersonators

Spoofed user agents and agent-driven fraud are scored and stopped at the edge — before they touch your checkout.

Own the policy

Allow, challenge, or block any agent class — per surface, per route. One dashboard, your rules.

Learn more
The solution

Invisible. Intelligent. Friction-free.

Kairal combines multi-layer behavioral analysis, device fingerprinting, and machine learning to separate humans from threats, with zero friction for legitimate users.

Two women smiling while shopping on a phone with a credit card

Sophisticated threat detection

Catches signals, learns behavior, and adapts faster than attackers evolve. Built from day one to detect AI-driven threats.

Privacy by design

Device and behavior signals are anonymized at the edge. We never receive passwords, form data, or user identities.

Legitimate bot intelligence

Knows your enemies from your allies. Mistreating good bots costs you SEO, uptime, and revenue.

Zero friction, 100% invisible

Silent challenges that adapt with every request — no CAPTCHAs, no false positives, no lost conversions.

Full visibility

Every threat explained, every decision auditable, immediate action from the dashboard.

Built for Europe

Full GDPR compliance, EU data sovereignty, NIS2 and DORA ready.

Built to run on the stack you already trust

CloudflareMicrosoftAkamaiFastlyNGINXOpenResty
How it works

Score every session. Mitigate every threat. Without touching a single real customer.

Kairal sits at the edge or origin. No rip-and-replace, no vendor lock-in. A lightweight script gathers passive signals from the moment a session starts: behaviour, device, network, velocity.

A dual-engine model, heuristic rules plus ML, scores every session and decides in under 25ms. Mitigate, challenge silently, or let through. Every decision is logged with a full signal breakdown your team can inspect, override, and tune.

Decision latency
<25ms
3–8× lower than legacy
Detection accuracy
89%
Attack vectors
15+
Deployment
Edge or origin
Go-live
<2 hrs
Pilot
Free
Dashboard

Transparency, not a black box.

Every mitigated session, every trust score, every challenge — visible, explainable, and actionable from day one.

app.kairal.io / dashboard
Kairal
Security Console
Home2
Activity
Sessions
Events
Devices
IPs
Endpoints
Analytics
System Health
Settings
Live
All systems normal. Edge healthy.
Home
Tuesday, May 5, 2026
24h
7d
30d
Export
Total requests
10.5M
+12% · from yesterday
Threats mitigated
24.3K
99.8% · catch rate
Bot traffic
32%
+2.4% · from avg
Peak load
12K/s
14:32 · today
Bandwidth saved
4.2 TB
28.5 TB · weekly
Threat volume
Last 24 hours
Mitigated
Trend
000204060810121416182022
Protection status
Detection modeFull protection
WAF rulesetOWASP v4.0
Rate limiting3 rules active
Geo policy2 countries
Top targets
View all →
/api/auth/login4.1K
/api/checkout2.8K
/api/users1.2K
/graphql890
Coverage

Every surface bots target.

Pick an industry to see the attack patterns Kairal stops on that surface.

Retail — impact & coverage

Full solution page

What changes

€200K/yr
Max chargeback losses stopped
3.9×
True cost of each chargeback vs. order value
<2h
Go-live with no code changes required

Coverage

Carding
Credential stuffing
Price scraping
Promo abuse
Impact

What changes after Kairal.

01

Real fans get the drop.

Bots are stopped at the first request. Limited allocations reach real customers, not scripts buying to resell.

Nike's SNKRS app alone fields ~12B bot entries every month. Most never reach the queue with Kairal.

Nike SNKRS · Queue-it

Before0% to bots
After0% to bots
Inventory allocation, first 60s
02

Chargebacks stopped before they land.

Carding probes are scored in real time and caught before they reach your processor, before the chargeback clock even starts.

Each chargeback costs 3.9× the order value in Europe. Cross 0.9% dispute rate and Visa's VAMP flags you for monitoring.

LexisNexis True Cost of Fraud, EMEA · Visa VAMP

Kairal liveCHARGEBACKS / DAY−0%
03

Zero friction for real customers.

Less than 25ms of overhead. No CAPTCHA, no puzzle, no interruption. Your customers never know protection is running.

100ms of added latency costs 7% in conversion. Kairal sits at <25ms, 3–8× lower than legacy bot defences.

Akamai

0.0%
Before
0.0%
After
+0%
conversion lift
Checkout conversion rate
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