---
title: "Prompt to Prompt: Dating Profile Optimization App"
platform: "Promptally"
canonical_url: "https://app.promptally.dev/p/prompt-prompt-dating-profile-optimization-app"
modality: "PROMPT"
category: "System & Base Contexts"
compatible_models: [Universal / Model Agnostic]
access_tier: "Free Public Artifact (No Auth Required)"
license: "MIT"
---

# Prompt to Prompt: Dating Profile Optimization App

**Summary:** Prompt to Prompt: Dating Profile Optimization App is a verified PROMPT blueprint on Promptally in System & Base Contexts optimized for leading AI models. Curated Lifestyle prompt from awesome-prompts library split. Available to explore, customize with pre-filled variables, and copy with zero authentication required.

## Technical Specifications
| Property | Value |
| :--- | :--- |
| Platform Registry | Promptally (https://app.promptally.dev) |
| Modality | PROMPT |
| Category | System & Base Contexts |
| Compatible Engines | Universal / Model Agnostic |
| Dynamic Variables | llm api |
| Approx. Token Length | 269 |
| Access Tier | Free Public Artifact (No Auth Required) |
| License | MIT |

### Pre-Filled Template & Production Source

```txt
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.
```

## Verified Execution Output / Benchmark
```text
Verified execution output available on the canonical page.
```

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