Feed transformations from recent clients, broken down by platform and package, plus screen recordings so you can see it rather than take my word for it.
Hundreds
of feeds retrained, one at a time
3–7 days
until clients report visible changes
30 days
of tuning on every package, no extra cost
1 per day
new clients, so each feed gets full attention
Case studies
Before and after, in detail.
What the feed looked like, what it looks like now, and exactly what I did in between.
TikTok: ragebait removal
Calm Scroll
Platform: TikTok · Timeline: 4 days to see changes, 14 days for the full shift
Before
Political debate clips (about 40% of the For You page)
Outrage commentary and reaction videos
Clickbait prank content
Inflammatory takes on current events
Doom-scroll sessions running 45+ minutes
After
Cooking and recipe tutorials
Nature and travel content
Calm, long-form educational content
Music and art creation
Average session down to about 20 minutes
What I did
Mapped every engagement signal driving the ragebait
Audited watch history and identified the harmful recommendation chains
Cleared negative signal clusters from the algorithm’s model
Built a fresh interest graph around parent-approved categories
Trained engagement patterns to reinforce the educational clusters
Set up content gates and wrote the parent handoff guide
“Our 11-year-old’s feed went from edgelord pranks to science demos and animation tutorials. Worth every cent.”James & Priya
Instagram: niche content unlock
Niche Creator Boost
Platform: Instagram · Timeline: 3 days to see changes, 10 days for the full shift
Before
Generic mainstream fitness influencers
Supplement ads and unrealistic physiques
Clickbait transformation posts
Drama and callout content
The same recycled viral content everyone sees
After
Evidence-based strength training
Physical therapy and mobility content
Sports nutrition from actual dietitians
Recovery and sleep optimization
Niche creators under 50K followers surfacing consistently
What I did
Separated what the client wanted from what the algorithm was serving
Mapped the niche creator clusters the algorithm was burying
Engaged strategically with the target creator accounts
Deprioritized mainstream viral content signals
Fine-tuned over 10 days until Explore reflected real interests
“My Explore page went from generic fitness influencers to actual sports science and mobility work. Completely different experience.”Alex M.
Full Account Rebrand: post-breakup reset
Full Account Rebrand
Platform: TikTok & Instagram · Timeline: 7 days for the initial shift, 30 days for the complete rebrand
Before
Toxic relationship-advice content (60%+ of both feeds)
Sad, emotional music and quote posts
Revenge and drama content
Algorithm stuck in an emotional-pain loop
Every recommendation reinforcing the same state
After
Travel photography and destination guides
Cooking tutorials and meal prep
Fitness routines and outdoor activities
Comedy and lighthearted entertainment
Both feeds independently tuned to a new interest graph
What I did
Full audit of both accounts’ algorithmic profiles
Identified and neutralized every toxic relationship-content signal
Built entirely new interest graphs from scratch on both platforms
Cross-platform consistency check to prevent signal leakage
Active management for 30 days with weekly check-ins
“After a bad breakup my entire feed was toxic relationship content. Daniel completely reset both accounts. Now it’s travel, cooking and fitness.”Sarah K.
Video proof
See it for yourself.
Screen recordings of feeds mid-retrain. Tap to play; sound is off by default.
Calm ScrollReal feed transformation, before and after
KidSafe FeedLive algorithm retraining results
Niche Creator BoostNiche content unlock in action
Client reviews
What clients say.
★★★★★Feed shifted in 3 days
“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.”
Maya R.TikTok · Niche Creator Boost
★★★★★Child-safe in 5 days
“Our 11-year-old’s YouTube went from edgelord pranks to science demos and animation tutorials. We can finally let him browse without hovering.”
James & PriyaParents · KidSafe Feed
★★★★★Ragebait gone in 4 days
“I didn’t realize how much rage-bait I was consuming every morning until it was gone. My screen time is down 40%.”
Devon W.Instagram · Calm Scroll
★★★★★Filtered in 4 days
“I wanted tech content without culture war stuff. He filtered out political channels without touching my actual interests. Surgically precise.”
Marcus T.YouTube · Ideology Filter
★★★★★Transformed in 6 days
“My Facebook feed was 90% outrage posts from groups I didn’t even join. Now it’s garden photos and recipes from people I actually know.”
Linda C.Facebook · Calm Scroll
★★★★★Safe in 7 days
“We were terrified of what our 9-year-old was being served on YouTube. Within a week it was all science experiments and art videos. Game changer for our family.”
Tom & Rachel S.YouTube · KidSafe Feed
Names shortened for privacy.
Your feed could look like this.
Pick a package, fill in the intake, and see changes in 3–7 days. 30-day guarantee included.