Archives: 2024-02-27

As platform security systems continue to evolve, anti-crawler technology has shifted from traditional IP, UA, Cookie, and request-rate detection to much more advanced behavior-based identification.

Even if you are using a Headful browser (a real browser), unnatural behavior patterns can still trigger risk control immediately.

Typical “bot-like” behaviors include:

• Instantly scrolling to the bottom or making many requests right after page load
• Perfectly straight, constant-speed mouse movement
• Fixed scroll speed, no pauses
• Pixel-perfect clicks without hover
• Uniform typing speed, no mistakes
• Extremely short dwell time
• Unnatural navigation paths (jumping directly to key pages)

These actions look nothing like human behavior—and anti-bot systems can spot them instantly.

Therefore, Behavior Simulation has become one of the most important Headful crawler techniques in 2025.

Fortunately, there is a simpler approach:

MuLogin + automation scripts offer the best combination—MuLogin handles browser fingerprints, while your script focuses on behavior simulation, allowing you to build a data collection system that acts and looks like real human users.

In this guide, we will cover:

✔ Why behavior recognition has become the new risk-control focus

✔ The 6 types of behaviors every Headful crawler must simulate

✔ How to implement realistic behavior trajectories in scripts

✔ How MuLogin strengthens behavior simulation

✔ Best-practice use cases

✔ Free trial access

1. Why Behavior Signals Became the New Core of Risk Control

Modern anti-crawler systems no longer rely solely on technical parameters.
They analyze whether the visitor behaves like a real human.

Platforms now capture:

• Mouse trajectory smoothness & acceleration
• Scroll rhythm (pauses, irregularity, reversals)
• Dwell time on pages
• Hover behavior
• Browser focus changes (blur/focus events)
• Typing speed variation & error rate
• Whether navigation paths appear natural
• Consistency between fingerprint environment & behavior

Especially platforms like:

• Facebook / Instagram / TikTok
• Amazon / eBay / Shopee
• Google / YouTube
• Ad platforms & business dashboards

All heavily rely on behavior recognition to distinguish humans from bots.

Human example:

Load → pause → scroll slightly → pause → move mouse → scroll again

Bot example:

Load → jump to bottom → instant click → zero delay → next page

A risk-control system spots the difference immediately.

2. The 6 Critical Behaviors a Headful Crawler Must Simulate

Below are the essential behavior simulation areas.

1. Mouse Movement

Wrong:

• Straight lines
• Constant speed
• Perfectly centered stopping points

Correct:

• Curved Bezier-like paths
• Speed variation (accelerate → steady → decelerate)
• Random offset (±1–3px)
• Final micro-adjustments near the target

2. Page Scrolling

Wrong:

• Scroll to bottom in one action
• Completely constant speed

Correct:

• Segment-based scrolling
• Pauses of 0.6–3 seconds
• Occasional reverse scrolling
• Small scroll steps when elements appear

3. Typing Behavior

Wrong:

• Filling text instantly
• No pauses
• No backspace

Correct:

• Random key intervals (80–260ms)
• Occasional Backspace
• Reading pauses in long text
• “Hesitation typing” patterns

4. Click Behavior

Wrong:

• Clicking the exact pixel center
• No hover
• No mouse movement beforehand

Correct:

• Hover 200–1000ms
• Random click offset (3–10px)
• Move → pause → align → click

5. Navigation Path

Wrong:

• Jump directly to target page
• Skipping natural browsing flow

Correct:

• Home → category → target
• Browse around before entering key pages
• Occasional decoy clicks

6. Dwell Time

Wrong:

• Leaving instantly after page load
• Same dwell time across pages

Correct:

• Adjust by content length
• Add random delays
• Pause before and after scrolling

3. Why MuLogin + Behavior Simulation = Highest Success Rate

Behavior simulation only covers the “action layer.”

The real risk comes from:

👉 Mismatch between fingerprint identity and behavior patterns.

For example:

• Fingerprint shows “Japan,” but behavior doesn’t match Japanese user habits
• Multiple accounts share identical behavioral patterns
• Scripts running in a crippled headless environment

MuLogin eliminates all of these issues.

MuLogin provides a realistic & scalable browser environment:

✔ Unique Canvas/WebGL fingerprint per profile

✔ Independent fonts / languages / time zones

✔ Independent proxies (IP + geolocation match)

✔ Isolated cookies & storage

✔ Full JS environment (unlike incomplete Headless)

✔ Ability to launch dozens or hundreds of profiles

In simple terms:

• MuLogin handles “who you are.”
• Your script handles “how you behave.”

Together, they form a truly human-like simulation.

4. How to Implement Realistic Behavior Simulation (Technical Guide)

Below are general, safe-to-share methods.

1. Mouse Movement (Bezier Curves)

• Generate random control points
• Add acceleration models
• Introduce micro jitter
• Move in multiple segments

2. Scroll Simulation

• Scroll 20–40% of screen height at a time
• Pause 0.5–3 seconds
• Insert occasional reverse scrolls
• Scroll based on visible elements

3. Typing Simulation

• Randomize key intervals
• Insert pauses every 3–7 characters
• Occasional deletions
• “Read → type → adjust” cycles

4. Click Simulation

• Hover → pause → click
• Add positional offset
• Move near target first, then fine-adjust

5. Navigation Path Simulation

• Never jump directly to target
• Add browsing interactions
• Simulate hesitation or exploration

6. Multi-Account Differentiation

Each MuLogin profile should have unique parameters:

• Mouse speed
• Scroll habits
• Typing rhythm
• Dwell time patterns

Avoid “template-like bot behavior” across accounts.

5. MuLogin Headful + Behavior Simulation: Best-Practice Architecture

Recommended workflow:

Task Scheduler

→ Message Queue (Redis/RabbitMQ)

→ Start MuLogin Browser via API

→ Script connects (Selenium/Puppeteer)

→ Behavior simulation + data collection

→ Store results in DB

Advantages:

✔ Highly scalable (runs dozens/hundreds of instances)

✔ Realistic fingerprints (difficult to detect)

✔ Natural behavior (hard to flag as bots)

✔ Modular design for engineering teams

6. Ideal Use Cases (Best for High-Risk Platforms)

Behavior simulation + MuLogin is ideal for:

• Social platform account crawling (FB/IG/TikTok)
• Multi-country e-commerce price collection (Amazon/Shopee/eBay)
• Ad library data extraction
• Public opinion monitoring
• Multi-account login + automated tasks
• Comment/content scraping

High-risk platforms require behavior simulation.

7. Try MuLogin for Free

We offer a 3-day free trial:

👉 https://www.mulogin.com/

You can test:

• Fingerprint stability
• Script compatibility (Selenium/Puppeteer)
• Parallel instance performance
• Behavior simulation success rate
• Account safety under real conditions

Perfect for validating your Headful + behavior simulation strategy.

Conclusion: Behavior Simulation + MuLogin = The Safest Crawling Strategy in 2025

Anti-crawler systems have fully entered the behavior-recognition era.

To achieve stable, long-term data collection, you must combine:

• Realistic browser fingerprints (MuLogin)
• Realistic behavior simulation (scripts)
• Realistic navigation paths (user flow)

MuLogin provides a scalable, multi-instance real browser environment, allowing you to focus on behavior simulation & business logic—not on bans, CAPTCHAs, and blocked operations.

In 2025, when traffic competition is intense and platform rules are tighter than ever, “owned traffic” is no longer optional—it’s a foundational growth capability for every industry.

Whether you’re in marketing, education, consulting, e-commerce, or personal branding, you will eventually face the same challenge:

👉 You need multiple accounts — and they must stay unlinked, undetected, and unbanned.

Running multiple accounts is not about “registering a bunch of profiles.”

It’s an entire system built on:

environment isolation + natural behavior + differentiated content.

I. Why Multi-Account Operations Are Essential for Owned Audience Growth

1. Risk Diversification — Avoid the “Single Point of Failure”

Any platform can suddenly ban an account due to:

• A failed appeal,
• A false positive
• A risk-control update.

One account = one point of failure.

Once it’s banned, your business stops instantly.

2. Expand reach and increase touchpoints

Multiple accounts can target different:

• languages
• content angles
• interests
• regions
• audience segments

Total exposure increases exponentially.

3. Clearer role division, higher operational efficiency

A stable matrix usually includes:

• Content accounts
• Traffic acquisition accounts
• Conversion/marketing accounts
• Benchmark (“model”) accounts
• Backup accounts

Each account focuses on one type of task → the entire system becomes more stable and efficient.

4. Test Different Strategies Simultaneously

Different scripts, creatives, covers, funnels, and pricing can be tested in parallel.

👉 Multi-account isn’t about being “big.” It’s about staying “alive” longer.

II. Why Multi-Account Operations Get Banned: The Real Risk-Control Logic

90% of bans are NOT because you posted too much or added too many users.

It’s because the platform believes your account is abnormal.

Common triggers:

❌ Highly similar device/browser environments

❌ Same device, repeated IPs, geographic conflicts

❌ Identical behavioral patterns

❌ Repetitive content across accounts

❌ Frequent account switching

And in 2024–2025, platforms upgraded to:

Browser fingerprinting + Behavioral models + Cross-environment verification

Which means:

👉 If your environment isn’t clean, the platform will ALWAYS know the accounts belong to the same operator.

The industry-standard solution:

✅ Fingerprint browser + Independent proxy IP

III. Core Principle of Multi-Account Operations: 100% Environment Isolation

An account’s “environment” includes:

• IP
• Browser fingerprint
• System language
• Timezone
• WebGL/Canvas data
• Screen resolution
• Fonts
• Cookies
• Behavioral patterns
• Operation history

If even a few of these match, the system can associate your accounts.

But here’s the problem:

You can’t realistically prepare 10 computers + 10 networks + 10 phones.

That’s why professionals use MuLogin Fingerprint Browser to create fully separated environments for each account.

IV. MuLogin: The Infrastructure That Makes Multi-Account Operations Safe and Stable

Why is nearly everyone using fingerprint browsers for owned traffic, account matrices, and overseas operations?

Because they solve the core problems: security, stability, scalability.

① Realistic, isolated browser environments

Every account runs in an independent virtual browser:

• Unique fingerprint
• No shared cookies
• No shared login traces
• No cross-contamination

It feels like managing 100 real devices using just one computer.

② Independent IPs via proxies

Each environment can bind a unique proxy from different countries/regions.

③ Highly realistic fingerprints

MuLogin generates sophisticated, real-user-like fingerprints — extremely difficult for platforms to flag.

④ Safe team collaboration

Share environments with teammates without sharing passwords.

⑤ Much higher account survival rate

Based on large-scale operations:

Accounts running in MuLogin last significantly longer compared to emulators, device-switching tools, or manual multi-login setups.

👉 MuLogin is essentially the operating system for multi-account safety.
And it offers a FREE Trial, so you can test the stability directly.

V. The 4 Stages of Multi-Account Owned Traffic Operations

Applicable to: Twitter/X, Facebook, Instagram, Telegram, TikTok, and more.

Stage 1: Registration & Warm-Up (Most Critical)

✅ Create a separate MuLogin environment for each account

✅ Bind a unique proxy IP

✅ Warm-up for 3–7 days: Browsing → Likes → Dwell time → Light interactions

✅ Avoid switching accounts frequently

✅ Avoid cross-topic behavior

A good warm-up can reduce ban risk by 50%–70%.

Stage 2: Content Deployment (Avoid Matrix Duplication Flags)

Platforms aggressively punish “content matrix duplication.”

Avoid:

❌ Posting the same content at the same time

❌ Template-style posts

❌ Mass copy-paste

❌ Identical DM scripts

Do this instead:

✅ Use AI (Claude/GPT) to generate multi-variant content

✅ Same direction, different expressions

✅ Make each account look natural, not like a batch of bots

Stage 3: Traffic Acquisition → Private Channel Funnel (Manage Frequency)

Platforms are very sensitive to:

❌ Mass friend requests/follows

❌ Repetitive scripts

❌ Cold accounts sending links

❌ High-frequency DM messages

Suggested approach:

✅ Start with 5–20/day and increase slowly

✅ Rotate multiple versions of scripts

✅ Attract with content first, then funnel

✅ Operate naturally with longer pacing

Stage 4: Scaling & Matrix Replication (Safe Growth)

Once a few strong “benchmark accounts” mature:

• Replicate content models
• Expand to more regions/languages
• Divide teams: content / traffic / maintenance / conversion
• Use MuLogin to create more isolated environments

This is the SOP of professional teams and the only scalable model.

VI. Summary: The Core of Owned Traffic Isn’t “More Traffic”—It’s Account Stability

Most people fail not because of bad strategy, but because:

❌ Dirty environments

❌ Cross-account contamination

❌ Robotic behavior patterns

❌ Environment not isolated → entire batch banned

Strong owned-traffic teams always have:

✅ Multi-account matrix

✅ MuLogin fingerprint browser isolation

✅ Independent Ips

✅ Warm-up process

✅ Content differentiation

✅ Safe behavioral pacing

✅ Scalable, repeatable SOP

Once your account system becomes stable,

your owned traffic finally enters the true growth stage.

🧭 Introduction: AI Animation + YouTube Shorts = A New Goldmine for Creators

As short-form video content continues to explode in popularity, YouTube Shorts has become the new gold rush for creators and studios.

Now, with AI animation tools, it’s possible for one person to create full animations effortlessly.

Even better — with MuLogin Antidetect Browser, you can safely manage multiple YouTube accounts, upload in bulk, and avoid linkage or bans.

This guide walks you through the entire workflow — from script generation → AI animation production → upload via MuLogin → monetization on Shorts, completing a fully automated creative pipeline.

🧰 Step 1. Setup: Building Your AI Animation Workstation

Recommended Tools:

• AI Animation Tools: Kaiber, Runway, Pika Labs, D-ID
• MuLogin Antidetect Browser: Isolated browser environments for multi-account safety
• Proxies: Unique network identity for each account
• Editing Software: CapCut, VEED

💡 Setup Tips:

• Start with 2–3 accounts to test the workflow
• Create a unique MuLogin profile for each account
• Use a different proxy IP for every profile

✍️ Step 2. Generate AI Scripts Automatically

Use ChatGPT or Claude AI to quickly create 30-second Shorts scripts with scene directions.

🧠 Pro Tips:

• Create a hook or tension in the first 3 seconds
• Keep the pace fast — switch scenes every 5 seconds
• End with a twist or question to boost engagement

📘 Example Prompt:

How AI Changes a Creator’s Destiny.

Duration:30 seconds. Style: Inspiring, fast-paced, cinematic.

🎨 Step 3. Create Animation with Kaiber or Runway

How to:

1. Open Kaiber.ai or Runway.ml
2. Create a new project → paste your script
3. Choose your animation style (2D, 3D, Cyberpunk, Hand-drawn)
4. Click “Generate” to create the animation
5. Download the final video file

💡 Tips:

• Generate multiple style variations for each script
• Use MuLogin to generate independent browser fingerprints and upload to multiple YouTube Shorts
• Track which style achieves higher watch retention

✂️ Step 4. Edit & Optimize Your Video

Use CapCut or VEED for quick enhancement:

• Add captions, sound effects, and background music
• Highlight eye-catching visuals in the first 3 seconds
• Add your channel logo or watermark

📈 Recommended Settings:

Element	Best Practice
Duration	20–35 seconds
Thumbnail	Bright, high-contrast frame
Captions	Auto-generate and fine-tune
Rhythm	Switch scenes every 3–5 seconds

🌐 Step 5. Upload & Protect Your Accounts with MuLogin

MuLogin is designed specifically for multi-account operations.

It uses browser fingerprint isolation technology to create unique, real, and independent browsing environments — just like using separate devices for each account — eliminating any risk of account linkage.

🧩1: Create Independent Browser Profiles

1. Open MuLogin Antidetect Browser
2. Click “ Add browser”
3. Name it “youtube-1”
4. Bind a unique proxy IP
5. Save and launch

📌 Each profile = one clean, isolated environment.

🧠 2: Log In & Upload

1. Log into your YouTube account inside MuLogin
2. Click “Create Shorts”
3. Upload your AI animation video
4. Add title (#Shorts), tags, and hashtags → Publish

💡 Tips:

• Upload 1–2 videos per day per account
• Keep 30–60 minutes between uploads for natural behavior
• Use keywords like “AI animation,” “Motivation,” or “Shorts”

🛡️3: Anti-Ban Tips & Account Safety

Key Point	Best Practice
Isolated Environment	Use a unique MuLogin browser for each account
Proxy Consistency	Keep country/IP consistent per account
Login Frequency	Avoid frequent switching
Content Variation	Slightly rewrite or edit duplicate scripts

📈 Step 6. Monetization & Growth Strategy

📊 Boost Your Visibility:

• Titles: Add trending keywords + emotional hooks (e.g., “AI will change everything!”)
• Thumbnails: Use the brightest frame with bold contrast text
• Tags: #AIanimation #Shorts #Motivation
• Consistency: Maintain weekly upload frequency

💰 Monetization Methods:

1. YouTube Shorts Fund
2. YouTube Partner Program (YPP) Ad Revenue
3. Brand Sponsorships / Promotions
4. Affiliate Marketing & Course Funnels

✅ Conclusion: AI + MuLogin = Your Automated Shorts Factory

By combining AI animation tools with MuLogin’s multi-account protection, you can:

• Mass-produce videos with minimal effort
• Safely manage multiple YouTube channels
• Automate uploads and build a scalable revenue system

In the future, content creation won’t be about manpower — it will be AI-driven creative production.
If you’re looking for a low-cost, high-return side hustle, this path is absolutely worth exploring.

🚀 Start Your Free MuLogin Trial Now

MuLogin now offers a free trial, letting you experience its powerful multi-account and anti-detection features before you buy.

👉 Click here to try MuLogin for free and start your AI Shorts automation journey!

As cryptocurrencies and the Web3 ecosystem grow, airdrops, NFT minting, and DeFi trading are becoming increasingly popular. Managing multiple wallets safely has become essential, but traditional browsers risk overlapping fingerprints and shared cookies, which can lead to account linkage or bans. MuLogin Antidetect Browser provides a secure and efficient solution for multi-wallet management.

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Common Risks in Multi-Wallet Management

1. On-chain and off-chain linkage

Exchanges and DApps can track users via IP, cookies, and browser fingerprints. Logging into multiple wallets from the same device or network can trigger restrictions or risk detection.

2. Airdrop hunter risks

Using multiple accounts for airdrops may be flagged by platforms, resulting in canceled rewards or account bans.

3. Centralized exchange account bans

Operating multiple accounts on exchanges can lead to fingerprint and network correlation, increasing the risk of suspension.

---

How Antidetect Browsers Help

Antidetect browsers create fully isolated environments:

• Unique device fingerprints: Browser type, system info, resolution, fonts, plugins, etc., kept separate per account.
• Independent cookies, cache, and storage: Data for each account is isolated to prevent leaks or tracking.
• Separate network settings: Each profile can use a different proxy or network to simulate various locations.

This allows multiple wallets to operate safely on a single device without being linked or detected.

---

Advantages for Web3

1. Isolated browser profiles – Prevents data overlap and account linkage.
2. Independent network environments – Protects accounts and enables cross-region testing.
3. Automation support – Batch operations via Local API, Selenium, or Puppeteer for airdrops, trading, or data scraping.
4. Team collaboration – Share profiles securely across members for coordinated management.
5. Cloud encryption and backup – Profiles and account data are encrypted and backed up safely.
6. Compliance and safety – Strong isolation ensures safe operations, but users must follow platform rules and local regulations.

---

Practical Use Cases

• Airdrops: Safely manage multiple wallets for participation without being flagged.
• NFT minting and drops: Increase success rates while keeping accounts isolated.
• DeFi testing and mainnet interaction: Simulate multi-user environments securely and efficiently.

---

Conclusion

Safe and efficient multi-wallet management is essential for professional Web3 users. MuLogin provides isolated fingerprints, automation tools, network separation, and team collaboration, making multi-account operations simple, secure, and efficient.

Try MuLogin free today and start managing multiple wallets safely!

In the cross-border e-commerce sector, multi-account matrix operations have become one of the core strategies for boosting GMV. However, Walmart is well-known for its strict risk control system — according to statistics, over 50% of sellers were banned in 2024 due to account linkage.
Once accounts are determined to be linked, the consequences can include bans, frozen funds, traffic restrictions, or even permanent suspension.

📊 Data Source: Walmart 2024 Q3 Seller Report

Risk Type	Ban Rate	Fund Freeze Period	Recovery Success Rate
Account Linkage	52.7%	60–180 days	<8%
Abnormal Payment Info	23.4%	30–90 days	15%
Poor Logistics Metrics	18.9%	0 days	42%

---

⚡ Real Ban Case Studies

These real cases show why every seller should take “anti-linking” seriously:

✅ Case 1: A Shenzhen seller used the same Hong Kong Payoneer account for 3 stores. All accounts were frozen within 72 hours, and funds couldn’t be withdrawn.
✅ Case 2: A Los Angeles seller logged in via an AWS proxy IP, which led to 12 stores being mass-banned.
✅ Case 3: A Shenzhen seller operated multiple stores with the same WebGL rendering fingerprint, triggering hardware consistency detection and batch account bans.

**🔍 These cases show that Walmart’s risk control uses multi-dimensional cross-checks — one mistake can lead to all accounts being wiped out. **

---

1. Seven Core Dimensions of Walmart Account Linkage Detection

Based on practical experience and risk reports, Walmart’s key detection indicators can be summarized in 7 areas:

1️⃣ Browser Fingerprint (35%)

• WebGL rendering characteristics
• AudioContext fingerprint
• Canvas hash value

2️⃣ Network Environment (25%)

• IP ASN ownership (Data center IPs are high-risk)
• DNS leak detection

3️⃣ Hardware Information (20%)

• Screen resolution, color depth
• GPU rendering mode

4️⃣ Behavior Patterns (15%)

• Mouse movement tracks
• Standard deviation of page stay time

5️⃣ Payment Chain (5%)

• Credit card BIN region distribution
• Consistency of payment account information

6️⃣ Cookie / LocalStorage Residue

7️⃣ Login History & Suspicious Remote Logins

---

2. How Does MuLogin Solve Multi-Account Management?

The MuLogin Fingerprint Browser creates virtual, completely isolated browser environments to help sellers achieve true multi-account isolation and prevent linking.

🚀 Core Features:

✅ Independent Fingerprint Environments

• Each account gets a unique browser fingerprint (User-Agent, time zone, fonts, WebGL, AudioContext, screen resolution, GPU info, etc.)
• Canvas fingerprint masking to prevent cross-store tracking
• Cookies, LocalStorage, and cache fully isolated

✅ Proxy IP Setup for Localized Operations

• Bind dedicated IPs — static residential or 4G mobile IPs are recommended (Luminati, Oxylabs, etc.)
• Avoid data center IPs (AWS, Google Cloud easily get flagged)
• Use fixed IPs per account to avoid frequent switching

✅ Consistent Operational Behavior

• Support for bulk account management and tag grouping
• Multi-user team collaboration with sub-account permissions
• API integration for safe automation, reducing repetitive tasks

---

3. Practical Tips for Walmart Multi-Account Anti-Linking

Keep this practical checklist handy!

1️⃣ During Account Registration

✅ Use separate company info for each account (company name, email, phone, and payment account must differ)
✅ Match IP location to registration address (US accounts should match state IP, address, and tax number)
✅ Payment accounts must align with the business entity — never share the same account.

---

2️⃣ During Daily Operations

✅ Use a fixed browser environment + fixed IP, never mix devices or networks
✅ Always log in to the same account with the same fingerprint browser
✅ Avoid mass actions in a short time (e.g., large-scale product uploads or price changes)

---

3️⃣ Payment Security

✅ Payoneer/PayPal accounts must match the business entity
✅ Virtual credit cards:

• Use diversified BINs — don’t mass use the same issuer
• Billing address must match the account’s registration address; bank accounts can be verified via Plaid

---

4. Recommended “4+2” Account Matrix Model

If you plan to run a Walmart multi-account matrix, try this combination:

Main Stores (4)

• Categories: 3 complementary categories + 1 niche category
• Each store is registered under a different state LLC (use Incfile for LLC registration)
• EIN, address, and tax info must match

Backup Stores (2)

• Use 1 for quick replacement in emergencies (switch within 30 minutes)
• Use 1 for A/B testing new products (keep product info and images fully separate)

---

5. Payment Risk Control & Cloud Service Isolation

✅ Ensure the credit card billing address matches the store registration address 100%
✅ Bind each virtual credit card to a maximum of 3 stores
✅ Use local bank accounts (in 2025, Walmart will support FedNow — Chase and Wells Fargo are recommended)

⚠️ Cloud Service: Never run multiple stores’ ERP on the same cloud server (like the same Alibaba Cloud account). Use dedicated servers (e.g., Dingmao Cloud) for each store to ensure isolation.

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6. Conclusion & Limited-Time Offer

As Walmart’s risk control becomes increasingly intelligent, multi-account operations will remain feasible in 2025 — the key is a combination of fingerprint browsers, clean IPs, compliant documentation, and operational details.

Register for MuLogin now and enjoy a free trial to test multi-account isolation and anti-linking effectiveness.
Help your cross-border business grow steadily on Walmart and break your GMV ceiling!

🎁 👉 Click to claim your free trial
🚀 Start your efficient, anti-linking multi-account operation today!

When you need to manage dozens of social media accounts, when you need to crawl websites at scale, do you know what to do to avoid the possibility of being blocked? At this time, you need the help of two tools: anti-detection browser and proxy.

In this blog, we will take a deep dive into how anti-detection browser works, the importance of proxy, and how 922Proxy combines with platforms like MuLogin to provide professionals and enterprises with unparalleled flexibility, privacy, and scalability.

What is an anti-detection browser?

An anti-detection browser is like a regular web browser (such as Chrome or Firefox), but smarter. It is designed to mask your digital fingerprint, making it look like you are using a completely different device, operating system, and even unique user behavior patterns.

Let’s say you manage 20 Facebook accounts. If you use the same IP address and browser to log in to all of them, Facebook’s security system will immediately flag you. But with an anti-detection browser, each account will get its own “virtual fingerprint”, fooling the platform into thinking that each login comes from a different real user.

Main functions of anti-detection browser:

1. Forge browser fingerprint (font, canvas, WebGL, time zone)

2. Use independent cookies/cache to distinguish browser profiles

3. Simulate real user environment

4. Commonly used for affiliate marketing, e-commerce, ad verification and web scraping

Why is a proxy server essential?

Anti-detection browsers change the way you appear, while proxy servers change your display location.

Proxy servers act as a middleman between you and the Internet. Instead of your real IP address, the website sees the IP of the proxy. This makes your traffic look like it comes from another location – helping you circumvent blocking, geo-restrictions or detection.

It can be understood like this:

Anti-detection browser = different mask, proxy = different location

Without a proxy, even the best anti-detection browser will expose your IP address, which will cause huge leaks.

Meet 922Proxy: The proxy trusted by professionals

Among many proxy providers, 922Proxy has become the first choice for marketers, developers and privacy enthusiasts. Whether it is data collection, online marketing, or multi-account management and privacy protection, 922Proxy can provide stable, fast, and secure proxy solutions.

What are the advantages of 922Proxy?

1. Covering a wide range of IP resources, including residential IP and ISP dedicated lines, ensuring high anonymity and extremely low blocking rate.

2. Supporting flexible IP switching and multi-protocol compatibility such as Socks5 and HTTPS, it is convenient for users to freely configure according to different needs.

3. The packages are rich and diverse, cost-effective, and can meet various usage scenarios from individual users to large enterprises.

4. With high-quality service and technical support, 922Proxy has become the preferred tool for professional users to improve efficiency and ensure security.

922Proxy Package: Flexible Adaptation for Everyone

922Proxy offers packages suitable for everyone from novices to corporate users. Here is a brief breakdown:

ISP Proxy: Starting at $0.045/IP. These proxy pools contain 200 million IP addresses, with more than 190 countries for you to choose from, and the IP balance never expires, which is suitable for users such as individuals and small businesses who need to use proxies in a short period of time.

Residential Proxy: Starting at $0.77/GB. You can generate IP addresses for the target country or city as needed. At the same time, residential proxies support rotation and sticky sessions to reduce blocking, and provide sub-accounts and whitelists for user convenience. It is cost-effective for users who need to use proxies for a long time.

Unlimited residential proxies: starting at $66/day. Unlimited IP usage can be extracted within a fixed period, suitable for users such as crawler engineers and data platforms who need continuous and large-scale access to projects.

There are also static residential proxies and rotating ISP proxies for you to explore and choose. Each type of proxy has its corresponding enterprise version package, allowing you to choose the required package according to your needs and usage scenarios.

Why use anti-detection browsers with proxy servers?

Using anti-detection browsers or proxy servers alone has its own advantages, but when the two are used together, the effect will be greatly amplified, which can be called the real “magic”.

1. Complete anonymity:

Anti-detection browsers can simulate the behavior and fingerprint information of real users, avoiding the device characteristics and browsing traces that are easily exposed by traditional browsers. The proxy server hides the real network location and identity information by changing the IP address. When the two are combined, the risk of being tracked and identified is greatly reduced.

2. Multi-account management

Many platforms set restrictions or block risks for multiple accounts logged in from the same device. Anti-detection browsers forge device fingerprints, and proxy servers switch IPs to make each account look like it comes from a different device and network environment, thereby avoiding platform restrictions and blockades.

3. Geolocation operations

Proxy servers support IP addresses from different regions around the world. Combined with anti-detection browsers, users can simulate a real access environment completely from the target market, effectively bypassing geographical restrictions, accessing and operating services in a specific area, and obtaining more real and accurate market data and user feedback.

4. Improve team efficiency

In traditional methods, team members need to spend a lot of time debugging device fingerprints, IP switching, and account management. After combining anti-detection browsers and proxies, the entire process is automated and standardized. Team members can focus on core business without having to repeatedly deal with blocking and risk control issues, significantly saving time and costs, and improving work output and business expansion speed.

In summary, the combination of MuLogin Anti-Detection Browser and 922Proxy proxy server not only strengthens anonymity protection and security, but also breaks through the limitations of traditional account management, providing solid protection for complex network operations in multiple scenarios, multiple accounts, and multiple regions, and truly unleashing the infinite possibilities of network operations.

How to configure 922S5 proxy for use in Mulogin Anti-Detection Browser?

922S5proxy has a variety of proxies to choose from. Below we take residential proxy as an example to demonstrate how to configure 922S5 proxy for use in Mulogin Anti-Detection Browser.

How to generate a proxy in 922S5proxy

1. Purchase a residential proxy package

2. Click “Personal Center” – “Residential Proxies” – “User Password Authorization” to enter the page. Set the country/region, city, session type (sticky/random), user name (you can choose the main account or sub-account) and other conditions according to you need

3. Set the properties and quantity of the proxy command, and then click “Generate”.

4. When using MuLogin, copy the proxy command and paste it into the MuLogin anti-detection browser.

How to use a proxy in MuLogin

1. After entering the MuLogin backend, click “Browser List”, then click “Quick Create”. （3-day Free Trial）

2. Select the browser platform you need.

3. Click this icon to enter the proxy server settings page.

4. Select socks5 or the proxy protocol you need as the proxy type, click “Paste proxy information”, paste the copied proxy command into the MuLogin anti-detection browser; then click “Detect proxy information” to check whether the IP address and other information are consistent.

5. Click “Complete”. Then click “Open”. The browser environment is successfully built and ready for use.

6. If the IP address detected on the ipinfo.io website matches the IP address you extracted, the configuration is successful.

Ready to get started? Whether you are managing accounts, scraping data, or maintaining online privacy, 922Proxy and MuLogin provide a powerful combination that makes even newbies able to complete advanced tasks with ease.

Anti-detection browsers and proxies are no longer niche tools for hackers, but must-have technologies for digital marketers, researchers, and large-scale entrepreneurs. 922Proxy stands out for its power, simplicity, and flexibility. Combining MuLogin with tools like 922Proxy gives you a reliable, scalable, and private browsing experience that gives you an edge in today’s competitive online world.

If you manage multiple accounts on platforms like PayPal, Stripe, or social media, you’ve probably experienced:

• Frequent “suspicious activity” alerts
• Account logouts when switching between profiles
• Account linkages despite using different IPs
• Fear of bans and limits disrupting your work

The root cause isn’t just your IP or cookies — it’s your device fingerprint and environment.

Why Do Platforms Always Recognize You?

Many believe that clearing cookies or using a VPN is enough to stay anonymous. Unfortunately, modern platforms employ browser fingerprinting technology which collects dozens of data points from your device, such as:

• Browser type, version, fonts
• Screen resolution, time zone, language settings
• Hardware info (CPU, GPU), plugins installed
• Canvas, WebGL, WebRTC signals and more

This combination forms a unique digital identity for your device. Even if you change IPs or clear caches, the platform can still tell it’s “you.”

Why You Must Isolate Each Account Environment

To operate multiple accounts safely on the same device, you need to ensure:

1. Complete separation of browser environments — no data overlap between accounts

2. Independent network information — different proxy IPs per account

3. Consistent, realistic fingerprint spoofing — so the platform believes each environment is a unique device

Only by isolating your accounts at this level can you avoid detection and association.

Meet MuLogin: Your Multi-Login Anti-Detect Browser Solution

What is MuLogin?

MuLogin is a specialized anti-detect browser designed for e-commerce sellers, marketers, and multi-account operators. It allows you to:

• Create multiple isolated virtual browsers on one device
• Customize each browser’s fingerprint: timezone, language, system specs, screen resolution
• Assign unique proxy IPs for each browser
• Save all browser data, including cookies and login states automatically
• Manage accounts efficiently with batch tools and team collaboration

This makes your multiple accounts appear as if they belong to different users in different locations, drastically reducing risks of bans and restrictions.

Who Should Use MuLogin?

MuLogin is ideal for:

• Cross-border e-commerce sellers managing multiple shops on Amazon, eBay, Shopee, etc.
• Social media marketing teams running multiple Facebook, Twitter, TikTok accounts
• Payment platform operators managing several PayPal, Stripe accounts simultaneously
• Growth hackers, account managers, and anyone needing strong anti-detection
• Anyone requiring solid account isolation to avoid linkage and bans

Secure Your Accounts by Preventing Linkage

With platforms tightening security, relying on basic VPNs and cookie clearing won’t keep your accounts safe.
The key is creating separate, fully isolated identities for each account — not just hiding, but simulating distinct users.

MuLogin empowers you to:

– Run multiple accounts stably on one device
– Prevent account linkage and avoid bans
– Boost operational efficiency while protecting your assets
– Navigate platform security with confidence

MuLogin offers a free trial for new users — start protecting your multi-account workflows today.

Have you ever encountered this?

Ad accounts get banned within days of registration. Social media profiles constantly trigger risk alerts. Your cross-border e-commerce dashboard suddenly becomes inaccessible.
You’ve tried everything — switching IPs, clearing cookies, even reinstalling your system — but nothing works. The root of the problem may not be what you see, but what you’ve never considered: browser fingerprints.

Fingerprints Aren’t Passwords — They’re Your Digital Identity

In the past, platforms identified users based on simple factors like IP addresses, cookies, or login credentials. But today, those are no longer enough.

With the rise of anti-fraud technologies, most platforms now use browser fingerprinting to track users silently and accurately. In short, a fingerprint is a unique combination of technical attributes that can be used to identify and trace your online behavior, even if you change accounts, IPs, or use incognito mode.

What’s Included in a Browser Fingerprint?

Common fingerprint elements include:

• Canvas Fingerprinting – Captures GPU rendering differences via drawing tests.
• WebGL Fingerprinting – Collects graphics processing details to identify hardware.
• User Agent – Details your browser version and OS type.
• Language & Timezone – Abnormal combinations can raise flags.
• Fonts, Plugins, Screen Resolution – Combined, they create a highly unique profile.

Even if each element seems harmless alone, together they create a precise digital ID — and platforms use it to track and correlate accounts.

Why Multi-Account Operations Constantly Trigger Risk?

If you’re involved in media buying, e-commerce, affiliate marketing, or social media growth, running multiple accounts is essential. But problems often arise when:

• Several accounts are accessed from the same device or browser;
• You use proxies or virtual machines without changing browser fingerprints;
• Accounts are isolated in name only, but technically still connected.

As a result: your accounts are flagged, banned, or shadowed — and all your efforts go to waste.

This explains why switching IPs or clearing your cache isn’t enough — you’re still digitally fingerprinted.

What Makes a Secure, Controllable Operating Environment?

The key isn’t to hide harder — it’s to operate smarter by building a truly isolated and controllable digital setup, one that includes:

Environment Isolation
Each account should live in its own sandbox, with separate cookies, sessions, cache, and browser components.

Fingerprint Spoofing
Modify key fingerprinting elements such as Canvas, WebGL, Audio, time zone, language, and hardware specs to simulate a distinct user identity.

IP Strategy Alignment
Use residential or mobile proxies from your target regions to avoid triggering fraud systems with data center or suspicious IPs.

Team Access Control
In team-based operations, define who can view or operate which accounts, to avoid internal linkages and accidental exposure.

Anti-Detect Tools: Not Just About “Changing IPs”

A solid anti-detect solution doesn’t stop at proxy integration. It provides a deep-level virtual identity — simulating real user environments that allow each account to behave like an independent, unrelated entity.

These tools have become standard among experienced affiliate marketers, global advertisers, and account management teams, especially during high-stakes periods like Black Friday and Prime Day.

Why MuLogin Antidetect Browser?

Among many anti-detect solutions, MuLogin Antidetect Browser stands out for its professional fingerprint control, team collaboration features, and reliable platform compatibility. It allows you to:

• Create hundreds of isolated browser profiles — each with a unique digital identity;
• Customize fingerprint parameters to pass platform checks effortlessly;
• Manage cookies, proxies, and user permissions in one streamlined system;
• Support a wide range of use cases including ad campaigns, social media management, and cross-border e-commerce access.

In today’s fingerprint-driven digital world, MuLogin isn’t just a browser — it’s a foundation for secure, scalable, and efficient account operations.

As global digitalization accelerates, cross-border e-commerce has rapidly emerged as one of the most promising and fastest-growing industries in recent years. What began as a loosely regulated marketplace driven by early-stage sellers has now evolved into a highly refined and brand-driven landscape. With that shift, sellers are expected to meet increasingly high standards across all aspects of their business.

In this environment, cross-border merchants must go beyond just product selection, supply chain optimization, and quality improvement. They must also master the increasingly complex task of managing multiple accounts and platforms. One often-overlooked yet crucial area in this regard is account security and operational efficiency.

The Rising Challenge of Multi-Platform, Multi-Account Management

Today, most cross-border sellers don’t operate on just one platform. Many manage stores on Amazon, eBay, Shopee, Lazada, Walmart, and others simultaneously. To maintain quality and fight fraud, these platforms strictly monitor login environments, IP addresses, and browser fingerprints. If they detect signs of account linkage, the consequences can range from limited visibility to permanent bans.

Traditional strategies—like using multiple devices, different browsers, clearing cookies, and frequently changing IPs—can reduce risk to some extent. However, these methods are time-consuming, expensive, and prone to mistakes. Once you’re managing dozens or even hundreds of accounts, it becomes nearly impossible to operate efficiently while avoiding risk entirely.

Antidetect(Fingerprint) Browsers: The Hidden Ally for Global Sellers

To tackle this challenge, more and more sellers are turning to fingerprint browsers. These tools allow users to create isolated, virtual browser environments for each account. By simulating unique device fingerprints (such as Canvas, WebGL, fonts, screen resolution, and User-Agent), fingerprint browsers help users avoid detection by platform anti-fraud systems.

MuLogin Antidetect Browser is one such professional tool. Unlike traditional browsers, MuLogin allows you to create multiple independent browsing environments with just a few clicks. Each environment behaves like a real, standalone device. Even better, each session can be saved—meaning you don’t need to log in again every time, which greatly improves operational efficiency.

For cross-border sellers, this means the ability to safely manage multiple store accounts and flexibly configure proxies, geolocations, and more to maximize security.

Key Advantages of Using MuLogin:

1. Complete Account Isolation: Prevent account linkage by keeping each store or project environment fully separate.

2. Smooth Team Collaboration: Share environments across devices without needing to repeatedly share account credentials.

3. Beginner-Friendly Interface: Clean and intuitive UI makes it easy for non-technical users to get started quickly.

4. Cost-Effective: Compared to traditional device farms or resource-heavy solutions, MuLogin offers a much more budget-friendly approach.

Security Is Just the Foundation—Operational Skill Is the True Competitive Edge

That said, fingerprint browsers like MuLogin are only part of the equation. They help reduce risk at the infrastructure level, but they can’t replace true business acumen.

To succeed long-term in cross-border e-commerce, sellers still need to continuously refine core capabilities such as:

1. Product Selection & Supply Chain Efficiency: Identify market demand accurately and respond quickly through streamlined logistics.

2. Brand Building: Invest in packaging, customer experience, and after-sales service to build lasting brand value.

3. Regulatory Compliance: Stay up to date with platform rules to avoid penalties and store closures.

4. Data-Driven Operations: Use insights from traffic, conversions, and repeat purchases to continuously optimize marketing and strategy.

Think of account security as your protective armor—and operational skill as the engine that drives you forward. Both are essential to achieving lasting success in the global arena.

Final Thoughts

The days of “easy money” through bulk listings and aggressive pricing are long gone. Today’s cross-border market is larger and more promising than ever—but also more competitive and regulated. Sellers need not only a deep understanding of products and customer needs, but also robust tools to protect their digital assets. After all, each account represents a revenue stream worth safeguarding.

Tools like MuLogin Antidetect Browser empower sellers to manage accounts safely and efficiently, allowing them to focus on what truly drives growth.

🎁 New users can enjoy a 3-day free trial to explore the full range of features.