1. Social Media Marketing Best Practices
Community insights: Forums, subreddits (e.g., r/marketing or r/blackhat), and black-hat marketing groups are treasure troves of real-world experiences shared by social media marketers and automation experts. These spaces often include firsthand reports of what gets flagged.
Case studies: Reports from marketers who’ve tested the limits of new accounts and shared their findings about safe activity thresholds.
2. Platform Policies and Guidelines
While Facebook’s algorithms are proprietary and opaque, their public-facing rules and updates (like their Community Standards and anti-spam measures) offer clues to what behavior they deem acceptable or suspicious. Reverse-engineering these insights helps build safer strategies.
3. AI Training & Algorithm Awareness
Facebook’s detection systems rely on machine learning models to detect patterns in user behavior. Knowledge of how these models work (e.g., thresholds, time-based analyses, and pattern recognition) provides a theoretical foundation for understanding their vulnerabilities.
4. Personal Testing and Observations
Hands-on experience with account creation and management, including testing different strategies, has highlighted what works and what triggers issues. This includes trials with proxies, farming methods, and staggered activity schedules.
5. Security and Technical Resources
Research into topics like:
Browser fingerprinting: How browser settings and cookies are used to track activity across sessions.
Proxies and VPNs: Best practices for using unique IP addresses to avoid detection.
Cookie farming: A deeper dive into simulating “real” browsing activity to create credible profiles.
6. Online Marketing Tools and Resources
Tools like Jarvee, Hydra, and other social automation software often provide safe use guidelines for their products, based on aggregated user feedback and their own tests with platform restrictions.
Why This Approach Works
By combining data from community knowledge, technical understanding of algorithms, and real-world testing, we get a strategy that balances effectiveness with account longevity. While there’s no “official” manual from Facebook (for obvious reasons), this type of crowdsourced and tested data helps marketers navigate gray areas successfully.
If you’re diving deeper into black hat tactics or automation, keeping an eye on changes in Facebook’s policies and community discussions can help adapt to new rules and detection systems.”
When creating and warming up a new Facebook account, it’s crucial to mimic natural human behavior to avoid restrictions, bans, or being flagged as a bot. Facebook uses algorithms to detect unusual activity, so adhering to reasonable limits is essential. Here are some best practices and metrics for daily/hourly activity:
General Guidelines for a New Facebook Account
First 7 Days (Warming-Up Period)
Limit activity and let the account appear organic.
Focus on:
Adding profile information.
Uploading a few photos.
Joining 1–2 groups in the first few days.
Gradual Scaling After the First Week
Increase activities slowly, such as sending friend requests, following pages, or liking posts.
Specific Limits to Stay Under
1. Friend Requests
Day 1–7: 0–3 friend requests per day (preferably people you share groups or mutual friends with).
Day 8–30: Gradually increase to 10–15 friend requests per day, max.
Hourly Limit: 3–5 friend requests per hour.
Avoid: Sending friend requests to people without mutual connections or who are unlikely to accept. High rejection rates can trigger restrictions.
2. Page Follows
Day 1–7: Follow up to 2–3 pages per day.
Day 8–30: Increase to 10 pages per day gradually.
Hourly Limit: 3 page follows per hour.
Avoid: Following a lot of random or unrelated pages in quick succession.
3. Likes and Reactions
Day 1–7: Limit to 10–20 likes or reactions per day.
Day 8–30: Gradually increase to 50–80 likes per day.
Hourly Limit: 5–10 likes per hour.
Avoid: Liking every post in a single scroll or liking random pages excessively.
4. Comments
Day 1–7: Comment on 1–3 posts per day.
Day 8–30: Gradually increase to 10–15 comments per day.
Hourly Limit: 1–3 comments per hour.
Best Practices: Keep comments meaningful and personalized, not generic or spammy.
5. Group Joins
Day 1–7: Join 1 group per day, max.
Day 8–30: Increase to 3–5 groups per day.
Hourly Limit: 1 group join per hour.
Avoid: Joining too many groups with unrelated topics or joining all at once.
6. Messaging
Day 1–7: Send 0–2 messages per day.
Day 8–30: Gradually increase to 5–10 messages per day.
Hourly Limit: 2–3 messages per hour.
Avoid: Copy-pasting identical messages to multiple people, as this is a clear red flag.
Tips to Avoid Restrictions
Complete the Profile:
Add a realistic profile picture, cover photo, and bio.
Make the account appear personal (e.g., hobbies, work history).
Engage Organically:
Like, react, and comment on posts within your niche or friend circle.
Share interesting content occasionally.
Avoid Sudden Spikes in Activity:
Consistency is key. Facebook flags accounts that go from inactivity to hyperactivity.
Use a Dedicated Proxy:
For each account, use a unique, high-quality residential or mobile proxy to avoid IP-related bans.
Check Your Account Health:
Regularly review notifications or restrictions from Facebook to ensure compliance.
Post-30 Days Scaling
After one month of consistent, realistic activity, you can start scaling further. Even then, avoid sending more than:
20–30 friend requests per day.
50 page follows per day.
100 likes/reactions per day.
Remember: Staying under the radar and mimicking natural human behavior is crucial for longevity. Over-automation or aggressive tactics can result in permanent bans