Reverse Engineering > Illegal Retention Tactics

Reverse Engineering > Illegal Retention Tactics

I. Introduction: The harassment Doesn’t End When You Block Them

This post documents how two streamers I intentionally blocked ( The Houston Dominatrix and The Spanish Dancer ) continued to influence my digital environment through systemic manipulation. Despite leaving the app, the algorithmic engine followed me to Facebook, infiltrated interest-based groups, and began subtly steering my emotional perception using romantic loops and geo-targeted content. 

To put it simple the mods who managed these streamers started stalking me. 

II. Tools Moderators Use to Manipulate Feed Content

To avoid plausible deniability, it’s critical to understand that moderators and engagement engineers use known digital marketing and behavioral technology tools to manipulate perception. Some of the technologies that enable this include:

Sprinklr, Khoros, and Brandwatch – platforms that allow centralized content moderation, sentiment tracking, and targeted injection of emotional narratives

Oracle Data Cloud, Lotame, and BlueKai – tools that compile third-party behavioral and location data into granular user profiles

Facebook Business Suite, Meta Ads Manager, and TikTok Business Center – allow refined audience targeting based on custom emotional or location-based tagging

Crowdtangle and BuzzSumo – to monitor public sentiment and adjust influencer exposure in real time

Bot farms or AI-generated profiles powered by tools like ManyChat, GPT-automated content loops, or Zenvia – to seed false narratives, simulate engagement, or target individuals across platforms

Again to make it simpler to understand , all the tools mentioned above help them stalk people and brand it as "retention". 

These are operated by personnel with job titles such as:

Digital Community Manager

Engagement Strategist

Behavioral Data Analyst

Platform Integrity Moderator

Retention Operations Specialist

These roles are designed to maintain emotional engagement, suppress threats to monetization, and manipulate digital perception under the guise of platform health.

III. Direct Connections to Blocked Streamers

Despite having blocked ,The Angry Dominatrix and The Broke Dancer , my feed continues to reflect their:

Locations (e.g., frequent pushes of content about Houston, or worse Colombia.) 

on another note...why the hell would these mods keep talking about Houston in a foreign travel group like it isn't obvious?  Dude everyone in the group wants to leave the country not be reminded about it. But I digresss.🤷

Appearances (content creators and AI-boosted figures who resemble them)

Psychological bait (emotional narratives similar to what was used in-platform)

This establishes that the system is not responding to general interests—it’s using predictive modeling from past surveillance to try to re-engage me via psychological mimicry.

Again to put it simply these mentally challenged mods think if they push content in my face that triggers memories of them , I'll roll over and say 

" My golly I sure do miss the Dominatrix and the Dancer. Why don't I go back to the app instead of suing them. " 

I know it makes absolutely no sense but hey. 🤷

IV. Attack on the Dominican Republic

While glamorizing Colombia, the algorithm simultaneously pushed negative portrayals of the Dominican Republic, including:

Fear-based content about scams, crime, and manipulation

Suppression of positive cultural, travel, or personal narratives

Emotional redirection that casts DR as dangerous and Colombia as redemptive

This is not organic discovery this is psychological redirection through selective storytelling.

Again to put it simply they think if they trash Dr, I won't go back. 

Despite going for years , having hundreds of contacts , and friends who always go out there or live there.

 

It Makes absolutely no sense but hey . 🤷

V. Fabricated Success Stories to Drive Manipulation

One clear example of misinformation was a video where a man claimed to buy property in Colombia for $35,000 instead of a car, and made the money back within 3-4 months.

This story is highly unrealistic:

Real travel logs show that expats often get scammed in Colombia by legal professionals, real estate gatekeepers, and intermediaries

It downplays the systemic corruption and exploitation risks for foreigners

It creates a false hope loop designed to distract from the negative consequences of digital manipulation

This false success narrative is part of a larger attempt to romanticize one country while degrading another—tied directly to the behavior of the two streamers the system refuses to let go.

VI. Conclusion: Psychological Warfare Hidden as Content

What appears to be "content" is actually a retention strategy disguised as emotional personalization. The algorithm, in partnership with human moderators, uses tools that:

Reintroduce emotional loops after blocking

Rewrite location perception to redirect romantic focus

Suppress autonomy by flooding feeds with illusionary success

 This is not coincidence. This is a blueprint.

Frangam te. Hoc est fatum tuum.