v3.0.4 · Latest Early Access

Higher-Quality Listings, More Efficiently.

From product photos to Etsy-ready drafts — with vision scanning, targeted keyword planning, and professional image processing. Sellers review every draft before anything is synced to their shop.

1,100+ Listings · 535+ Keywords · 2 Live Shops
LIVE_DRAFT_PIPELINE
01 upload.scan_photos(17) Done
02 vision.extract_attributes() Done
03 seo.allocate_keywords(k=13) Done
04 price.suggest_category_aware() Running
05 content.polish_description() Queued
06 validator.check_compliance() Queued
07 seller.review_and_sync() Manual
Status: ready_for_review t+3.4s
01 — Draft Workflow

From Photo to Review-Ready Draft in One Flow

Six structured steps take raw phone photos and turn them into compliant, SEO-aware Etsy drafts. Nothing leaves the staging layer until you approve it.

Step 01

Upload & Process

EXIF-aware ingestion, sRGB normalization, and smart cropping for Etsy's image constraints.

Step 02

Vision Scan

GPT-powered attribute detection identifies color, material, shape, and quality grade from photos.

Step 03

Keyword Intel

Deterministic allocator pulls from a 535-keyword bank, scoring for relevance and cannibalization.

Step 04

Price Suggest

Category-aware log-linear regression with KNN validation against your own historical listings.

Step 05

Content Polish

Style-matched description generator with brand voice memory, fact rotation, and voice consistency.

Step 06

Review & Sync

Seller reviews the entire draft, edits inline, then pushes to Etsy — always a manual authorization.

02 — Compliant Engine

Professional Post-Processing, Without the Plugins

Image pipeline that handles color profiles, lens correction, and crop ratios the way Etsy actually renders them.

Preset Library

Scene-Aware Photo Presets

Lapis, tiles, carvings, rugs — each preset knows the right background treatment, color cast, and crop bias for its product type.

presets.apply("lapis.freeform")
→ remove_bg · soft_shadow · sharpen · sRGB
Vision

Attribute Detection You Can Audit

Every field the AI fills has a confidence score and a source chain. Nothing is hidden — override anything with a tap.

color: deep royal blue · 0.94
pattern: pyrite veining · 0.87
shape: freeform · 0.99
03 — Dynamic Generation

From Seller Shorthand to Listing-Grade Copy

Input

"blue stone necklace, silver, 18mm"

A raw line typed in thirty seconds from a phone, with dimensions and the basics.

Generated Draft

"Hand-Crafted Lapis Lazuli Pendant in Sterling Silver — 18mm Stone"

Title ranks 7/10 keyword targets, 132 chars, description matches your established shop voice with one rotating provenance fact.

04 — The Intelligence Core

Deterministic Where It Matters, AI Where It Helps

The hard decisions — pricing, keyword allocation, push safety — run on inspectable rules. AI is scoped to generative work.

Keyword Allocator

13-slot bank with cannibalization scoring and re-opt queues.

Safety Rails

Top-10% view protection, 60-day cooldowns, 10-listing push cap.

Decay Analysis

30-day view drift tracking with automatic SEO re-opt triggers.

Audit Persistence

Every push logged — operator, diff, outcome. Searchable history.

05 — Network Invitation

Early Access Is By Request

We're scaling carefully with a handful of shops. Drop your email and we'll reach out when an onboarding slot opens.