FirstVibe.app
Find out what people really think when they see you
3 followers
Find out what people really think when they see you
3 followers
FirstVibe analyzes your selfie and tells you what people actually think when they first see you - no sugarcoating. Upload a photo, get your vibe score (0-10), personality breakdown, dating red flags, and a roast mode that has absolutely zero chill. Free preview includes your score, vibe label, and personality tags. Full analysis unlocks 18 sections including celebrity match, AI caricature, dating energy, what people Google after meeting you, and the roast. Built with Claude Vision API.
curious how you're handling the bias problem here - first impressions are super subjective and culturally dependent right? like what reads as 'confident' in one context might seem aggressive in another. are you training separate models for different audiences or just going with one universal perception model?
@rtkvsky Great question. We focus the analysis only on things you can control - expression, style, posture, energy. Never on race, ethnicity, or unchangeable features.
Everything is framed as perception ('how others might see you'), not objective truth. And every observation has to reference something specific in the photo - no generic horoscope stuff.
Is it perfect? No - first impressions are inherently subjective. But we lean into that honestly. It’s designed to feel like a sharp friend giving you feedback, not a scientific assessment.