An intelligent bot management platform that detects and blocks bots and automated attacks
Run four-layer verification, AI threat analysis, and active defense from a single console — identifying web scraping, unauthorized crawling, and account takeover based on access environment and behavior patterns, then detecting and blocking them according to policy.
BotManager is an AI-based bot management platform that analyzes access environments and behavior patterns in real time to detect and block malicious bots and macros.
THE PROBLEM
The era when bots outnumber humans
In 2026, the center of gravity of threats has shifted from 'breaking in' to 'logging in.'
Bots overtake humans
More than half of all web traffic is bots. Humans are just 47% — automated requests now rule half the internet.
The era of weaponized AI
AI-driven bot attacks surged 12.5× year over year, and agentic AI traffic exploded +7,851%. Attacks grow cheaper while approaching human-level sophistication.
Login itself is the threat
94% of login attempts are bots, and 60% of auth requests use leaked credentials. The real threat is 'logging in,' not 'breaking in.'
Humans47%
A shrinking share of real users
Bots53%+
An era where automated traffic has overtaken human traffic
See live traffic at a glance
From total requests to per-stage blocking, threat index, TPS, and top IPs·ASNs·countries — visualized in real time. Spot attack signals instantly and respond right away.
Real-time monitoring
Threat score
TPS
The four-step verification pipeline at a glance
Every request passes through four sequential steps: firewall (IP·country·ASN) → bot category → filter → policy.
Review blocking results (request count·block rate) and the Top 5 insights per step on one screen.
Four-step verification
Blocking results
Top 5 insights
Identify suspicious users by their behavior
Suspicious user detection3Auser_a3f7Login IDHighSsess_91ceSession IDMediumIP203.0.113.42IP-levelPassedPolicy block/pass trendLast 24 hoursBlockedPassed
Track traffic by login ID, session ID, and IP, with risk level (high/medium) alongside policy block·pass trends. Quickly single out abnormal users.
Deep-dive into a specific identifier's block·detect·pass counts, violated policies, bot detection rate, and RPM trends. Pinpoint a single user's attack pattern with precision.
Violated policies
Bot detection rate
RPM trends
Auto-interpret traffic and recommend actions
AI automatically organizes traffic summaries, risk assessment, RPM analysis, violated policies, and URL analysis,
and even suggests recommended actions such as applying CAPTCHA, blocking sessions, and adjusting thresholds.
Ask in natural language like "show me recently blocked IPs" and get instant answers — blocked IP lookups, detection policy analysis, member-ID block history, and more. Get insights fast, with no complex menu navigation.
Classify conversational search bots such as ChatGPT·Claude·Perplexity and AI training crawlers such as GPTBot·ClaudeBot as benign·suspicious·malicious. Configure allow/detect/block granularly per bot.
AI crawler management
Benign · Suspicious · Malicious
Allow · Detect · Block
Build your own detection rules
Combine conditions such as IP·User-Agent·JA3/JA4 fingerprints·HTTP headers to create custom filters. Implement rules that fit your business exactly, in detect or block mode.
Custom rules
JA3 · JA4 fingerprints
Detect · Block
Automation·access environment·frequency·pattern, all at once
Apply and operate proven recommended policies — blocking browser automation tools, detecting multiple IP·session issuance, excessive URL requests, and scraping — with a single toggle.
Analyze the last 7 days of traffic to automatically recommend the optimal threshold per policy every day. Presented with a confidence score, so you can apply or reject it in a single click.
Automatic optimization
Threshold recommendations
Credential stuffing·password spraying blocking
Detect and block automation attacks that occur during login authentication.
Defend against Credential Stuffing and Password Spraying based on failure rate·number of attempted accounts·login count.
Credential Stuffing
Password Spraying
Defend against direct API calls and unauthorized crawling with dynamic URLs
Legitimate userBrowser requestPer-session URL/__bm=a1b2c3ProcessedUse a dynamic URL instead of the original addressBot · macroAttack toolDirect original URL call/reserve403 blockedUnknown dynamic URL → original address blockedForged or reused URLs are blocked by validation
Block attacks that target the API directly. With BotManager's dynamic URL feature, direct calls, replay, session hijacking, and parameter tampering are all blocked.
Block direct calls (403 on the original API URL)
Replay and tampering protection (timestamp expiry validation)
Register the URL patterns to protect and the exception URLs, then adjust the key-set rotation cycle·request validity period via a recommended preset or manually. Defend against scraping·automation without operational burden.
Recommended preset
Hide agent scripts from bots
Protect frontend code with a four-layer approach: variable obfuscation·string encoding·function Hex conversion·compression.
Keep bot-detection logic from being identified·blocked while minimizing performance impact.
Four layers
Code protection
Control attacker resources via cost-inflating patterns
Support block screens and CAPTCHA from no-code setup to full code-based customization. Freely configure background·logo·text·fonts to filter out only bots without hurting the user experience.
No-code customization
Branding
Frequently Asked Questions
Common questions before getting started. Reach out anytime to learn more.
BotManager is a bot management solution that analyzes traffic coming into websites and applications to distinguish real users from malicious bots and macros, and then allows, detects, challenges, or blocks them according to policy. Across multiple layers—client-side, server-side, and CDN—it analyzes signs of automation-tool usage, the access environment, behavioral patterns, and more to identify automated traffic that approaches like a real user. AI-based capabilities are also used for risk analysis and policy recommendations.
BotManager does not judge whether something is a bot from a single piece of information; it analyzes many signals together. Beyond various access information, it comprehensively analyzes traces of automation-tool usage, user interaction, abnormally short dwell times, repetitive URL-access patterns, whether browser attributes have been manipulated, and more. It also analyzes request patterns by login ID, session ID, and IP to reveal the risk level and the basis for its judgment.
A WAF (Web Application Firewall) generally focuses on defending against attacks that target web application vulnerabilities or against known attack patterns. BotManager focuses on identifying and controlling bot and macro traffic that looks like normal web requests but uses automation tools, scripts, or abnormal behavioral patterns. So rather than being an interchangeable replacement that plays exactly the same role, a WAF and BotManager complement each other—one for web-attack defense and the other for identifying and controlling automated traffic.
Yes. BotManager can detect and control automated attacks such as automated scraping, macros, direct API calls, and credential stuffing according to policy. For scraping, it comprehensively analyzes patterns such as sequentially crawling URLs, the absence of user interaction, abnormal dwell times, and traces of Headless Browser or Stealth tool usage. In login areas, it identifies automated login attempts to respond to attacks such as credential stuffing. It also provides capabilities—using a Server-Side Agent along with dynamic URLs and obfuscation—to respond to direct API calls that bypass the browser and to automated data collection.
No. Rather than blocking all bot traffic uniformly, BotManager can classify it into categories such as malicious bots, suspicious bots, and good bots, and apply different policies to each type. Because allow, detect, and block policies can be set individually for each bot category, you can allow the automated traffic your service operations require while restricting automated traffic used for unauthorized scraping or abuse.