CLUSTER PHISHING-WEB-LINKS-2 · 19 ENTRIES · EARLIEST ENTRY 2025-05-24
Phishing URL scanners
This cluster comprises web and security apps that detect phishing and scams by scanning URLs, links, messages, QR codes, and other content, often with dashboards or educational elements. The dated entry history shows a small concentration in April–May 2025 (3 of 6 entries) followed by sporadic single entries through June 2026, indicating early but not sustained creation. Traction is led by safelink with 2 stars; other members show little to no activity signal.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 6 ai-built · 1 hand-coded · 12 unlabelled
Operator · 10 hobby · 2 commercial · 7 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 19 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01rumbo-guardian1★19 days—hobbySecurity browser extension and web app that scores messages and URLs for phishing and fraud risk, explains findings, and alerts users.
- 02ScanGuard-AI0★9 dayslivehand-codedhobbyWeb app that detects phishing URLs and scam messages using machine learning and provides risk scores.
- 03Riscs0★16 daysliveSecurity platform that detects phishing URLs, deepfakes, altered documents, and fraudulent transactions in real time.
- 04AlertMeclienth-PWA0010★10 dayslivehobbyWeb app that simulates a banking alert interface to study and demonstrate fake-alert phishing and social engineering attack vectors.
- 05phishGard8★2 moliveServer-side tool that analyzes URLs for phishing risks using headless browsing and AI to provide evidence-based risk scores.
- 06URLGUARD-FRONTEND0★1 moliveai-builtWeb app that checks submitted URLs for safety, flagging phishing or malicious links for everyday users.
- 07Afensia0★1 molivecommercialConsumer security app that screens links, QR codes, calls, messages, and images to detect phishing and scams before they cause harm.
- 08cybersaathi1★28 dayslivehobbyWeb app that analyzes suspicious messages and URLs to detect phishing and social-engineering scams, explains red flags, and maps attack chains.
- 09safelink2★1 moliveWeb app that detects phishing links by analyzing redirect chains and social-engineering signals before a user clicks.
- 10PhishGuard0★1 mo—Phishing detection system using ML with Chrome extension, Flask backend, and React dashboard.
- 11aditya-singh-bisht0★27 days—hobbyWeb app that evaluates untrusted URLs and returns a phishing risk score, classification, and readable security explanations.
- 12Phish-Finder0★3 molivecommercialSecurity app that scans URLs for phishing, malware, and unwanted software, with daily scan limits and history.
- 13PHISHIELD0★1 moliveai-builthobbyWeb app that detects and shields users from phishing attempts by analyzing links and messages.
- 14phish-finder-ui-ai-phishing-website-detector-phishing-detection-system-frontend0★2 mo—ai-builtWeb app that checks URLs for phishing risk and returns an AI prediction.
- 15cyberwhisper0★1 yrabandonedlivehobbyWeb app that detects scams and phishing in spoken or pasted messages and links with real-time risk scoring.
- 16ScamShield0★4 mo—ai-builthobbyWeb tool that analyzes pasted messages or links to detect scam indicators such as phishing, urgency tactics, or sensitive data requests, producing a risk score.
- 17phishing-detection0★8 mostale—ai-builthobbyWeb app that scans submitted links or messages to detect and flag likely phishing attempts.
- 18Phishnet0★1 yrabandoned—hobbyWeb app to detect, report, and track phishing threats with a URL scanner, threat dashboard, reporting ID, and security quiz.
- 19phish-alert-shield0★1 yrabandonedliveai-builtWeb app that alerts users about phishing attempts to protect against credential theft.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.