How Guard My Social Works

Three layers working together: behavioral memory, AI classification, and a community threat network. Here's what happens the moment a bad actor tries to reach you.

What happens in real time

1

You connect your accounts

Log into Guard My Social and connect your Instagram, Facebook, and TikTok accounts via standard OAuth — the same secure login method used by every major app. We request only the permissions needed: read comments, hide comments, block users. We never see your password and you can revoke access anytime.

2

The behavioral memory layer activates

Every account that interacts with yours gets a behavioral profile in our memory network. We track interaction frequency, timing patterns, language progression, relationship to other known bad actors, and escalation curves. This memory persists — so the predator who starts innocuous and escalates over three weeks gets caught, not just the one who opens with something obvious.

3

AI classifies every interaction in context

Our AI doesn't ask "is this comment bad?" — it asks "is this comment bad given everything we know about this account?" That distinction is everything. Coded language, innocuous phrasing from a known bad actor, or a pattern spread across twenty messages that individually look fine — all of it gets caught because context is always present.

4

The Threat Registry checks every interaction

Before anything else even happens, every account that contacts you is checked against our shared Threat Registry — a network-wide database of flagged accounts built from every user's reports. If someone has been flagged by other users, you're alerted immediately, before you've responded. The scammer who targeted someone else yesterday can't catch you off guard today.

5

You're alerted and in control

When something is flagged, you get a clear alert: what was flagged, why, and what action was taken — or proposed, if you've chosen alert-only mode. Every explanation is in plain language. You can override anything, restore any removed content, and whitelist any account you trust. Nothing happens without you being informed.

6

Your data improves protection for everyone

When you report an account, your report — anonymously — enters the Threat Registry. The behavioral fingerprint of that bad actor is now on file. The next time they try to contact any Guard My Social user, anywhere on the network, that person gets an alert. One report, network-wide protection, instantly.

Three layers of protection

Each layer catches what the others might miss. Together they cover every angle a bad actor might try.

Layer 1

Behavioral Memory

A persistent memory network tracks every account that interacts with you. Patterns build over time. The slow-burn grooming approach — patient, gradual, designed to avoid keyword triggers — is visible in behavioral memory even when individual messages look harmless.

Layer 2

AI Classification

Real-time AI analysis evaluates every interaction against the full behavioral context. Multilingual, context-aware, and pattern-sensitive. It doesn't just read the words — it reads the situation. No keyword blacklists. No false bans for educators or creators who use trigger words in legitimate contexts.

Layer 3

Community Threat Registry

A shared, anonymized database of flagged accounts built from every user's reports across the network. New users benefit from the protection built by every user before them. Bad actors can't start fresh with a new target — their pattern is already on file.

Where we can protect you

Guard My Social can connect via each platform's official API using standard developer access — no scraping, no workarounds, nothing that violates platform terms of service.

📸

Instagram

Comments, DM alerts, live broadcast filtering

👥

Facebook

Page comments, post comments, group monitoring

🎵

TikTok

Comment filtering, live stream real-time protection

🤖

Reddit

Comment filtering, DM alerts, subreddit monitoring

🧵

Threads

Post comments, interaction monitoring

More platforms coming soon.

Ready to be protected?

Join the waitlist and be first to know when Guard My Social launches.

No spam. No sharing. Just a heads-up when we're ready.