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+---
+title: "Dating Profile Optimization Suite"
+contributor: "@mmanisaligil"
+tags: #ai-persona, #mmanisaligil
+---
+
+Build a web app called "First Impression" — a dating profile audit and optimization tool.
+
+Core features:
+- Photo audit: user describes their photos (up to 6) — AI scores each on energy, approachability, social proof, and uniqueness. Returns a ranked order recommendation with one-line reasoning per photo
+- Bio rewriter: user pastes current bio, clicks "Optimize", receives 3 rewritten versions in distinct tones (playful / authentic / direct). Each version includes a word count and a predicted "swipe right rate" label (Low / Medium / High)
+- Icebreaker generator: user describes a match's profile in a few sentences — AI generates 5 personalized openers ranked by predicted response rate, each with a one-line explanation of why it works
+- Profile score dashboard: a 0–100 composite score across bio quality, photo strength, and opener effectiveness — updates live
+- Export: formatted PDF of all assets titled "My Profile Package"
+
+Stack: React, [LLM API] for all AI calls, jsPDF for export. Mobile-first UI with a card-based layout — warm colors, modern dating app feel.
+