Reality Bridge: Prompt App Blueprint

Reality Bridge Report

Hidden Psychology Map

Users say they want: A simple hub to find, test, and share great prompts with top LLMs.

What they actually want: Users crave immediate empowerment and relevance. They’re tired of scattered, outdated prompt lists. Deep down, they want to discover genuinely useful prompts they didn’t even know they needed, see real outcomes, and feel part of a creative, forward-thinking community.

48-Hour Build Blueprint

1. Feed-first MVP: Begin with a visually engaging, scrollable feed of top prompts. Each listing can be tapped to test the prompt instantly on a selected LLM (OpenAI, Anthropic, Google, etc.).

2. Instant LLM Integration: Use APIs for 2-3 top LLMs. Allow users to pick an LLM, paste or tap a prompt, and get live results inside the app.

3. Creation Showcase: Store and display “user creations”—prompt results that are interesting or especially useful. Keep this lightweight at first (text/image), ready for sharing.

4. Trending Logic: Rank prompts by engagement (tests, likes). Keep backend simple with Firebase/Hasura and frontend in React Native or Flutter.

Validation Tripwire Points

1. Feed Usage: Are users actively tapping prompts and generating results, or just scrolling? (Check in first 24 hours).

2. Prompt Re-engagement: Do users return to try new prompts more than once during the first 48 hours?

3. Creation Showcase Activity: Are users sharing their creations or saving them to profiles at all?

Assumption Archeology Framework

Surface Layer: A mobile app with a feed of prompts, options to test on different LLMs, and a showcase of results.

Emotional Bedrock: The true frustration is the chaos—endless prompt hunting, never knowing which will work, and missing out on community discovery. The desire is to feel effortlessly creative, up-to-date, and connected.

Behavioral Fossil Record: Instead of endlessly Googling prompts, users grab and try new ones daily, create content with less hesitation, and start browsing prompts as a habit.

Success DNA: A win feels like opening the app, instantly seeing a prompt that sparks an idea, running it in seconds, and showing off something unique. Users feel smarter and more productive; they want to brag about discoveries.

Summary

Build a feed-centric app that makes finding and trying prompts frictionless, with insta-LMM connections, early community vibes, and clear activity metrics. Validation comes from initial tapping, return visits, and user showcases. Your sticky product will be fueled by reducing search friction, surfacing creative wins, and letting users show what they’ve made.