Bot and fraud prevention for e-commerce
Practical guides and research on protecting online stores and marketplaces from automated abuse. Explore card testing, credential stuffing, scraping, fake accounts, and checkout fraud, with guidance on keeping legitimate customers moving.
Latest articles
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Bot Traffic in Google Analytics: Detection and Filtering
Spot bot traffic in Google Analytics, investigate misleading reports and protect customer journeys without losing useful data or blocking real visitors.
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Credential Stuffing: How to Detect and Stop Login Attacks
Detect credential stuffing, protect login and recovery routes, strengthen authentication, and investigate account abuse while keeping customers moving.
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Fake Accounts: How to Detect Multi-Account Fraud
Detect fake accounts and multi-account fraud with connected evidence, clear eligibility rules, practical reviews, and controls that protect real customers.
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Web Scraping: How to Protect Your Ecommerce Store
Protect your ecommerce store from web scraping with route limits, connected detection, verified crawler access, and controls that preserve shopping.
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Coupon Fraud: How to Prevent Promo Abuse at Checkout
Prevent coupon fraud with server-side eligibility rules, reliable single-use redemption, account checks, and practical controls for online promotions.
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Ticket Scalping: How to Stop Bots Before Tickets Sell Out
Learn how to stop ticket scalping bots with stronger queues, seat-hold rules, purchase limits, and connected detection that protects access for real fans.
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Sneaker Raffle: How to Stop Bots and Duplicate Entries
Protect your sneaker raffle with clear entry rules, duplicate-entry checks, account review, and secure purchase invitations for selected customers.
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Sneaker Bot Prevention | Protect drops from Sneaker bots
Sneaker bot prevention protects limited drops and revenue by identifying coordinated automation without adding checkout friction for customers.
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What is Click Fraud | Click Fraud Protection
How to stop Click fraud by connecting traffic evidence, stop invalid spend, and preserve fair access for real customers across paid campaigns.
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How to Stop Card Testing Attacks
Learn how to stop card testing attacks with connected signals, targeted controls, and less friction for legitimate customers at checkout at scale safely.
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GTA VI Hype: The Risks Retailers Should Prepare For
GTA 6’s launch could bring more customers to your store, along with bots and fraud. Discover the risks retailers should watch for, practical ways to prepare for the rush, and how Kairal can help spot suspicious activity while keeping customers shopping.
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How CAPTCHA Solvers Actually Work — and Why CAPTCHAs Stopped Stopping Bots
A CAPTCHA isn't a wall — it's a token, and attackers buy it for about $0.002. Inside the solver economy: human farms, ML solvers, and the token harvesters sneaker bots use — and why the friction lands on your customers, not the bots.
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Carding Attacks on Magento: Why reCAPTCHA and AVS Aren't Stopping Them
reCAPTCHA on, AVS and CVV on, Braintree fraud tools on — and the carding attempts keep coming. Here's why those controls miss a Magento carding attack, whether bots can order through your APIs (they can), and the layered defense that actually changes the attacker's economics.
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Newsrooms Are Blocking the Internet Archive to Stop AI. It Won't Work.
More than 340 news outlets now block the Wayback Machine over AI-scraping fears, though none can show it happened. The real problem isn't AI or archiving. It's that the web's access controls can't tell a preservation crawler from a training scraper. Europe already wrote the distinction into law.
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AI Shopping Agents on Your Store: Which to Allow, Which to Block, and How to Tell Them Apart
AI-referred traffic now converts 42% better than your other channels, while AI-driven attacks grew 12.5x in a year. How shopping agents work, why blanket blocking costs revenue, and how to tell the three kinds of automated traffic apart.
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Bot Orders on Shopify: How Carding, Inventory Abuse, and Fake Orders Hit Your Store
Every bot order bills you three times — inventory, operations, chargebacks — on three different timelines. How the attack works on Shopify, and what to fix today for free.
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Card Testing on WooCommerce: Dissecting and Stopping It Without Affecting Real Customers
Card testing succeeds the moment a card reaches your gateway — and Visa now counts every probe against you, approved or declined. The attack from the inside, and the defense that maps to it.
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Gemini Security Is Now Kairal: A New Name for a Bolder Mission
We're rebranding from Gemini Security to Kairal — a new identity that's uniquely ours, built to stand out in the cybersecurity market without brand confusion.