The brand-DNA engine for fashion teams

Your brand DNA, in every AI-generated look

PromptiQ turns your existing catalog into a library of reusable, brand-aligned prompts — so every image your team generates stays on house style instead of drifting into generic AI sameness.

app.promptiq.cloud/catalogs/ss25-resort
PromptiQ catalog optimization dashboard

Built with early fashion design partners — grounded in real embedding science, not prompt guesswork.

512-dim

CLIP visual embeddings scoring every asset

85%+

brand-similarity target enforced per image

TextGrad

gradient-optimized prompt refinement

Batch

optimize an entire catalog in one run

How it works

From catalog to on-brand output in three steps

Not another prompt box. PromptiQ learns your brand from the imagery you already own, then makes that DNA reusable.

01

Upload your catalog

Drop in the product photography you already have — a single drop or your whole archive. PromptiQ ingests every image and reads it with a fashion-trained vision model: silhouette, fabric, palette, styling, and the house aesthetic behind them.

SS25 Resort Collection24 assets ingested
Drop product photography — a season, a line, or the whole archive
02

Optimize with TextGrad

Each image becomes a draft prompt, gets regenerated, and is scored against the original with 512-dimensional CLIP embeddings. A creative-director critique feeds a textual-gradient refinement — loop after loop — until the prompt clears your similarity target.

TextGrad refinementIteration 7 / 10
Draft promptGenerate imageCLIP scoreCritique + refine
Iter 1
61%
Iter 4
78%
Iter 7
89%
89% similarity · target 85% ✓
03

Generate on-brand

Every optimized prompt lands in a reusable, searchable library. Generate fresh looks from any of them at fast, balanced, or quality presets — and each image stays locked to your house style instead of drifting into generic AI sameness.

resortminimal

Fluid ivory linen midi dress, relaxed drape, natural side light, editorial resort styling…

used 12×
on-brand
FastBalancedQuality
Export PNG · JPEG
Measurable brand fidelity

Similarity you can measure, not guess

PromptiQ embeds every source image and every generated candidate into the same 512-dimensional CLIP space with jina-clip-v2, then scores them by cosine similarity. That match percentage is the objective signal that keeps prompts honest — no eyeballing, no wishful captions.

  • 512-dim jina-clip-v2 visual embeddings
  • Cosine similarity, shown as a % match per image
  • Surfaces the closest looks in your own catalog
Source
92%
cosine match
Generated
jina-clip-v2 · vector(512)above 85% target
Whole-catalog throughput

Optimize an entire catalog — and watch it happen

Kick off a batch and PromptiQ works through every asset, streaming live progress: which image is running, its current iteration, and its climbing similarity score, all under one overall completion bar. Walk away and it emails you when the run is done.

  • Batch optimize a full catalog in one run
  • Real-time per-asset iteration + similarity updates
  • Completion email with average similarity and duration
Optimizing 6 of 24 images42%
Live · Target 85% similarityEmail when done
look-01.jpg
10 / 1093%
look-02.jpg
7 / 1088%
look-03.jpg
5 / 1074%
look-04.jpg
queued
Reusable brand assets

A living, on-brand prompt library

Optimized prompts don't get thrown away — they become a searchable library, categorized, tagged, and usage-tracked. Generate fresh imagery from any prompt at fast, balanced, or quality presets, then export the result as PNG or JPEG.

  • Search, categories, tags, and usage counts
  • One-click generate from any saved prompt
  • Fast / balanced / quality presets · PNG & JPEG export
Search prompt library

Ivory linen resort dress

resortminimal
used 24×Generate

Tailored wool overcoat, editorial

outerwearAW25
used 17×Generate

Silk slip, soft studio light

eveningwear
used 9×Generate
The payoff

Stop shipping generic. Start shipping on-brand.

Left to a raw model, AI imagery drifts into the same glossy sameness everyone else ships. PromptiQ anchors generation to your catalog and scores every result — so “on-brand” stops being a feeling and becomes a number you can hold the output to.

Raw AI generationdrifts below target

Off-palette, off-silhouette, off-brand

Avg. brand match~54%

Target line: 85% similarity

Optimized with PromptiQclears target ✓

Consistent house style, measured every time

Avg. brand match91%

Target line: 85% similarity

85%+

brand-similarity floor enforced on every generated image

10×

refinement passes per asset until it clears the target

1 run

to optimize an entire catalog, streamed live end to end

Design-partner program · now onboarding

Bring your catalog. Keep your house style.

PromptiQ is onboarding a small group of fashion teams as early design partners. Get set up with your own brand-DNA library and help shape where the product goes next.

No card required. We’ll help you optimize your first catalog personally.

What early partners get

  • Hands-on onboarding with your first catalog
  • Direct line to the team building it
  • Your feedback shapes the roadmap
Questions

Frequently asked

Keep your brand out of the AI sameness

Turn your catalog into a brand-DNA prompt library and generate imagery that stays unmistakably yours — measured on every image.