Screenshot-first input
Tinder, Bumble, Hinge, and more — universal input without brittle platform APIs. Drop a screenshot and go.
Personal safety · Screenshot-first · Private shortlist
See who's real
before you swipe.
MatchForge is your private due-diligence layer for dating. Upload publicly visible profile screenshots — AI scores authenticity, catfish risk, and compatibility against your goals, then surfaces your best matches on a ranked shortlist.
Free signup tokens included · Pay only for what you analyze
Input
Any dating app screenshot
Output
Ranked shortlist with trust badges
Privacy
Your scores stay in your account
Trust scoring
Authenticity, filter detection, catfish risk, and bot signals — each with clear explanations before you invest time.
Personalized ranking
Onboarding builds your preference vector. Every profile is scored for you — compatibility, attraction, and red flags.
Privacy-first hosted
Your data lives in your private account on our managed infrastructure. We don't sell your data or share your shortlist.
Trust signals that sink bad matches
Every profile is vetted before it reaches your shortlist. High-risk matches sink with clear reasons why.
Authenticity
Real person vs AI-generated or stolen photos
Naturalness
Minimal filters vs heavy FaceApp or beauty editing
Catfish risk
AI faces, photo inconsistency, social mismatches
Bot risk
Generic bios, templates, low-effort spam patterns
How it works
- Sign up with your email — free tokens to get started
- Set up your gender, who you're interested in, and your dating goals
- Upload profile screenshots from any platform
- Review your ranked shortlist with trust badges and explanations
Transparent about AI
MatchForge uses cloud vision models to analyze uploads you submit — currently xAI Grok. Images are transmitted solely to perform analysis you requested. We do not use your uploads to train third-party models.
Scores are probabilistic decision-support for your own safety — not a background check or ground truth about anyone. Always verify matches yourself.
Ready to vet your next match?
Join MatchForge and turn screenshot chaos into a ranked, trust-scored shortlist.