Local scoring
Risk classification runs inside the browser with a replaceable model interface for a future WASM embedder.
Chrome extension
Move from advice to real-time family safety signals.
Mom Browser Companion is a privacy-first extension for monitored browsers. It scores visible page text locally, adds optional media friction, and gives parents a daily risk summary without uploading browsing content.
Why this improves the offer
The website tells parents what to do. The extension shows what is happening.
This creates a stronger paid tier: ongoing value, parent dashboards, alerting, and school/device deployment later.
Parent dashboard
Today summaries, high and medium signals, category mix, and recent domains.
Safety categories
Grooming-style text, harassment, violence or self-harm, profanity, scams, doomscroll patterns, and AI companion risk.
Post controls
Hide or ignore individual YouTube, Facebook-style, and feed posts, with local hidden and ignored queues.
Interventions
Optional media blur, media blocking, sound prompts, and high-risk break banners.
Privacy posture
Designed to avoid creepy surveillance by default.
The extension stores risk events and post queues locally. Snippets are off by default and, when enabled, are short and redacted. It does not attempt illegal-image detection; sexual-safety scoring focuses on text signals such as grooming, coercion, explicit requests, and sextortion-like language.
- Default: risk metadata, category, host, score, timestamp
- Hidden queue and ignored queue for individual posts
- Optional: short redacted snippet for context
- No cloud upload in the MVP extension
- Future: parent-approved encrypted sync to Mom Pro
- Future: school-managed deployment policy
Build path
From heuristic MVP to in-browser model.
1Ship local heuristic and hashed-similarity classifier.
2Collect parent feedback on categories, thresholds, and dashboard language.
3Port the classifier interface to a compact WASM embedding model once the UX is validated.
4Add encrypted parent sync, child profiles, device policies, and school deployment packs.