Scam Checker
Privacy-first security tool helping users identify potential online scams. Analyses text, emails, links, images, and files entirely client-side.
Built With
Project Timeline
Problem Identification
Mar 2024Observed the rise in phishing and scam messages in Australia. Researched common scam patterns, red flags, and existing detection tools to find gaps.
Scam Pattern Database
Apr 2024Built a comprehensive database of scam indicators: urgency phrases, suspicious URLs, impersonation patterns, financial pressure tactics, and social engineering markers.
Scoring Algorithm Design
May 2024Designed a weighted scoring system that analyses text for multiple risk factors and returns a confidence score with detailed breakdowns of flagged elements.
Core Checker Interface
Jun 2024Built the main scam checking tool with text input, real-time analysis, and visual risk indicators. All processing runs client-side for complete user privacy.
Multi-Input Support
Aug 2024Extended the checker to handle emails, URLs/links, and added dedicated pages for each input type with tailored analysis rules.
Image & File Scanning
Sep 2024Added OCR-based image scanning and file upload support (PDF, DOCX, TXT). Implemented client-side text extraction with size limits and rate limiting.
SEO & Content Strategy
Nov 2024Created scam awareness guides, how-to articles, and educational content. Implemented structured data, FAQ schema, and optimised for high-intent search queries.
Custom Domain & Branding
Dec 2024Registered scamchecker.app domain. Rebranded from 'Is It a Scam?' to 'Scam Checker' for better search visibility. Full SEO audit and meta tag overhaul.
Global Reporting Directory
Jan 2025Added a global scam reporting page with international reporting bodies. Built contact page and disclaimer for legal compliance.
Analytics & Growth
Feb 2025Integrated Google Analytics, refined search rankings, and expanded guide content. Monitoring organic traffic growth and user engagement patterns.