I'm one person who figured out how to retrain social media algorithms. No bots, no scripts — just me, manually reshaping your feed. Results in 3–7 days.
Algorithms optimize for engagement, not your wellbeing. I fix that.
I retrain the signals so rage content stops showing up.
I rebuild your child's algorithm around age-appropriate content you approve of.
I surface the niche creators and topics you actually care about.
I break the outrage loop by retraining what the algorithm thinks you want.
No passwords needed. No mystery. I work with you to give the algorithm a better picture of who you are.
Tell me your platform, what you want more of, and what needs to go.
I map the engagement patterns feeding you the wrong content.
Strategic follows, hides, and watch-time shifts. No bots, no scripts.
Plus a handoff guide so you can maintain it yourself.
The algorithm learns fast with the right signals.
"Three days in and my For You page went from political arguments to miniature painting and bonsai content. I actually enjoy opening the app again."
"Our 11-year-old's YouTube went from edgelord pranks to science demos and animation tutorials. We can finally let him browse without hovering."
"I didn't realize how much rage-bait I was consuming every morning until it was gone. My screen time is down 40%."
I'm Daniel. I figured out how to retrain social media algorithms and started doing it for friends and family. The results were so dramatic I thought — maybe this could help other people too.
There's no big team. No investors. Just me, manually working on each account, one client at a time. Every feed I fix is personal.
For most packages, you never share a password. For managed packages, I use the platform's own delegation tools, revocable anytime.
No. I don't use bots, scrapers, or fake accounts. Everything is standard engagement — liking, following, hiding — done strategically.
Retraining takes consistent, strategic engagement over days. Most people don't have the time to figure out which signals are poisoning their feed. I do this full-time.
Most clients see changes within 3–7 days. Every package includes a 30-day adjustment window.
30-day guarantee. If your feed isn't right, I keep tuning at no extra cost.
TikTok, Instagram, YouTube, Facebook, X/Twitter, and LinkedIn. Coverage varies by package.
Pick a package, fill the intake, and I start immediately.