Building a look-first AI image generator instead of another blank prompt box

yudi wang — Sun, 09 Aug 2026 16:22:44 +0000

Most AI image tools still begin the same way:

Here is a blank prompt box. Now describe exactly what you want.

That is powerful if you already know how to write prompts. But for many users, especially when the goal is visual style, the hardest part is not generation. It is deciding what to ask for.

I have been building BlingBling Up, an AI image generator focused on a different workflow:

Browse a polished Look
Add 1-3 photos
Choose a quality level
Generate from that visual direction

Instead of starting from text, the product starts from taste.

Why a look-first workflow?

Prompt-first tools are flexible, but they also create a lot of friction.

If someone wants a glam, fashion, editorial, or soft-glam image, they may not know whether to write:

studio portrait
editorial beauty lighting
polished glam look
fashion campaign style
soft natural makeup
high-end lifestyle image

Even when users know the rough direction, they often struggle to translate taste into prompt language.

So I wanted to test the opposite flow:

Let users pick the direction visually, then let the system carry the prompt detail.

The public gallery works like a collection of visual starting points. Each Look contains an image direction and prompt context. The user can choose one, add their own photos, and generate a result from there.

The first version

The current version focuses on a few style pages:

Glamour
Fashion
Editorial
Soft Glam

I intentionally kept the category set small. It is tempting to create dozens of SEO pages and style categories immediately, but that usually creates thin pages and a worse product experience.

For now, I would rather have fewer pages that are easier to understand.

The product decisions I made

1. The homepage should show the product immediately

The first screen is not a marketing landing page with abstract claims. It shows the actual workflow:

Pick a Look -> Add a photo -> Create

The gallery appears directly below the hero area, so users can start browsing immediately.

2. The gallery should not be overloaded with controls

Early versions of AI products often expose too much:

model names
advanced parameters
filters
technical labels
internal generation options

For this product, those details are secondary. The user is trying to find a look they like.

So the discovery experience is intentionally simple:

all images
prompt keyword search
visual cards
theme pages

3. Creation should support both profiles and uploads

The creation flow supports saved image profiles and one-time photo uploads.

For uploads, the rule is simple:

at least 1 photo
up to 3 photos

That keeps the workflow lightweight while still giving the generation system enough visual reference.

4. Quality levels should be understandable

Instead of exposing model names in the main product flow, the UI uses quality levels:

Fast
Medium
High

That is easier for users to reason about than provider-specific model language.

Technical shape

The project is built as a web app with Next.js and deployed on Cloudflare.

The app has a few moving parts:

a public Look gallery
detail pages for individual Looks
a generation flow
account and membership pages
PayPal subscription payments
structured SEO pages and sitemap support

One thing I had to be careful about was balancing SEO with performance.

For example, a gallery full of large images is useful for discovery, but it can make the homepage slow. The better compromise is:

use lightweight thumbnails in the main waterfall gallery
keep detail pages for sharing and indexing
include only quality candidates in the sitemap
expand style pages slowly based on Search Console data

That way the product does not sacrifice user experience just to chase indexing.

What I am still figuring out

Positioning is the hardest part.

There are several possible ways to describe the product:

AI image generator
glam look generator
AI fashion image tool
look-first AI image creation

The broad keyword has more search demand, but the narrower positioning is more memorable.

Right now I am trying to make the first screen communicate this:

Choose a polished Look, add your photo, and create a beautiful AI image without starting from a blank prompt.

That is the core idea.

What I would love feedback on

If you try it, I would love feedback on three things:

Is the look-first workflow understandable from the first screen?
Does the product positioning feel clear?
Which style categories would you expect next?

You can check it out here:

https://blingblingup.app/

I am still early, but the main lesson so far is that AI product design is often less about adding more controls and more about choosing the right starting point.

For this product, the starting point is not a prompt.

It is a Look.

DEV Community: yudi wang