Real-Time SMS Scam and Phishing Link Detection
A tool using ML, regex, and threat intelligence to detect scam SMS messages before they cause harm. The title metadata is mismatched (shows "Google Docs") suggesting a scraping artifact. Underlying problem of SMS fraud is real but signal here is weak.
Signal
Visibility
Sign in free to unlock the full scoring breakdown, root-cause analysis, and solution blueprint.
Sign up freeAlready have an account? Sign in
Deep Analysis
Root causes, cross-domain patterns, and opportunity mapping
Sign up free to read the full analysis — no credit card required.
Already have an account? Sign in
Solution Blueprint
Tech stack, MVP scope, go-to-market strategy, and competitive landscape
Sign up free to read the full analysis — no credit card required.
Already have an account? Sign in
Similar Problems
surfaced semanticallyNo Reliable Way to Identify Scam Callers Before Answering
People receive unwanted and potentially fraudulent calls with no easy way to assess risk before picking up. This post describes a product launch rather than a community-stated problem. The underlying scam call identification gap is real and growing.
Automated bot attacks targeting web and API platforms
Marketing pitch for an AI anti-bot protection service. Not a user-expressed problem — purely promotional with no friction or demand signal.
Multimodal Misinformation and Fraud Detection Lacking for WhatsApp and Short-Form Video
Misinformation and scams spread primarily through WhatsApp forwards, social media reels, screenshots, and voice notes — formats that text-only detection tools miss entirely. Platforms targeting Hindi/Hinglish content are particularly underserved by English-centric AI tools. Verification tools that reason across text, OCR, audio, and video fill a genuine gap.
No Way to Verify a Video Call Participant Isn't a Deepfake
People on Zoom, Teams, or Google Meet calls currently have no reliable way to tell whether the person they are speaking with is real or an AI-generated synthetic face, a gap that scammers are actively exploiting to impersonate hires or authorize fraudulent wire transfers. The risk is acute in high-stakes moments like hiring decisions and payment authorization, where verifying identity matters most and tools to do so live are lacking.
SafeSite Chrome Extension Phishing Protection Product Launch
Product launch for a Chrome extension that checks domains against VirusTotal in real time. Not a user-expressed problem statement.
Problem descriptions, scores, analysis, and solution blueprints may be updated as new community data becomes available.