Visuals Engine Prompt Generator

Overview

This software is a "Visuals Engine" Prompt Generator designed specifically to help users craft high-quality, deterministic prompts and generate AI images, targeted largely at Ad Creative and Marketing use cases.

The application replaces complex, free-form prompt engineering with a simple "Formula-First" form. Users fill out specific parameters instead of guessing keywords, and the application programmatically builds an optimized prompt and generates an image from it.

Visit Domain:Visuals Engine – Ad Creative AI

Technology Stack

Frontend

Framework: React 19 with Vite
UI Animation: Framer Motion
Icons: Lucide-React
Other: Firebase integration

Backend

Environment: Node.js and Express
Prompt Builder: Fast, deterministic local function
Image Engine: Pollinations AI API

Core Features & Workflow

The application provides a seamless transition from parameter selection to final image generation, built for maximum determinism and quality.

AI Studio Workbench

Users interact with a structured form containing parameters like Subject, Style (e.g., Anime, Cyberpunk, Cinematic), Pose, Features, Mood, and Background.

Deterministic Prompt Building

Combines form inputs intelligently and adds high-quality modifier tags (like detail, 8k) to generate an optimized text prompt via a fast local function.

Instant Visualization

Encodes the generated prompt and directly streams the resulting image file back to the UI using Pollinations AI.

SaaS Landing Page

A complete product experience with an auto-scrolling ImageCarousel, pricing section, and engaging user statistics ("30M+ Active Users", "1B+ Images Processed").

Prompt & Generate

The Visuals Engine streamlines the creation of high-quality AI images by treating prompt engineering as a structured formula. By eliminating guesswork and utilizing deterministic styling, ad creatives and marketers can effortlessly produce visual assets at scale.

Project Deep Dive