Higgsfield AI scam exposed: fraud, fake unlimited plans, mass bans, predatory billing, non-consensual deepfakes, Reddit spam, unpaid creators, and reselling Kling/Minimax models at 4.5x markup. Higgsfield AI research & evidence.

FlipSide — The dark side of small print. Upload any contract, flip the cards, see what the drafter intended you to miss. Built with Claude Opus 4.6 for the Claude Code Hackathon 2026.

Spark-CTGS — If the system profits from your confusion, it’s already broken. Consumers aren’t the test bench. They’re the boundary. Consumer Transparency Governance Standard (v1.0

AI-powered Terms of Service analyzer - summarize, score, and understand legal documents

🏛️ WITH HEART: OBINexus Legal & Ethics Policy Framework - Systematic business architecture enforcing human-centered technology practices through #NoGhosting protocols, milestone-based investment validation, and advocacy-driven recruitment. Built with waterfall methodology for collaborative problem identification and ethical partnership governance.

Nu în numele meu / Not In My Name

AI-powered food ingredient analyzer supporting Label Padhega India 🇮🇳. Scan packaged food labels, get personalized health risk scores based on WHO/FSSAI data, detect misleading claims, and discover safer alternatives. Built with React, tRPC, and LLM technology.

FinGuard is a decentralized Supervisory Technology (SupTech) tool built to bridge the gap between marketing promises and customer reality. It ingests financial brochures (Expectation) and simulated user reviews (Reality) to flag mis-selling risks in real-time. Built with Python, LangChain, and Streamlit.

A curated list of awesome resources for consumer protection.

Scannt AGB’s auf Verstecke fallen, Kosten, abos, Rechte etc.

AdPiratin Base44 App Pirate-themed browser extension that detects DSA ads, hunts cheaper deals & rewards busting lies with points. Save €€€ honestly!

Community-drafted model-law to tie housing, land, vehicle & insurance pricing to wages and real conditions. Anti-gouging by design. Contributions welcome.

Neo4j-based deterministic consumer complaint resolution engine (CPA India) with LLM-based fact extraction.

Consumer protection for Android — blocks dynamic pricing algorithms, data brokers and commercial trackers