The complete studio

Twelve systems that take you from trend to published listing

PrintShark isn't one clever feature — it's a full pipeline where each system hands its work to the next. Discover demand, design original artwork, gate it for quality, mock it up, write the SEO, publish to Etsy, and keep optimizing. Here's exactly what every part does, and you stay in control of all of it.

See how it works
Trend research · Phase 58-phase pipeline
Scoring 118 candidates
92
solar eclipse 2026
High demand · low competition · rising
Sources · Google Trends · Reddit · Pinterest · TikTok
✓ seasonal boost +1.5 (event in 38 days)
✓ AI quick-filter removed 41 unfit ideas
→ promoted to design queue
01 · Trend Discovery

Make what buyers are already searching for

An 8-phase deep-research pipeline pulls 100+ live US trends from Google Trends, plus Reddit, Pinterest and TikTok, and layers in a seasonal planner that surfaces holidays and events 4–6 weeks early. An AI quick-filter strips out anything unsuitable for print-on-demand, then deep research and scoring rank what's actually worth making.

  • 100+ live trends from four sources, scored for demand, competition and growth
  • Seasonal/holiday planner sees events 4–6 weeks early
  • Per-shop memory keeps every run fresh and informed by history
Niche Discovery · opportunity score
Demand vs. competition
6-dimension opportunity scoring · parallel Etsy analysis
✓ personalized pet portraits · demand 9.1 · supply 4.2
✓ minimalist birth-flower art · demand 8.4 · supply 3.7
evergreen niche · low competition · high intent
→ seeded into the design queue
02 · Niche Discovery

Find evergreen gaps where demand beats supply

Instead of chasing what's hot, Niche Discovery maps the Etsy marketplace to find evergreen niches where buyer demand outstrips seller supply. It runs 6 phases including parallel demand-vs-competition analysis and a 6-dimension opportunity score, so you build where you can actually rank — and you can feed it your own seed categories.

  • Parallel Etsy demand-vs-competition analysis
  • 6-dimension opportunity score on every niche
  • Custom seed categories supported
AI-generated solar eclipse 2026 print design on a transparent background AI-generated yearning / dark-academia aesthetic print design
03 · AI Design Generation

Original, print-ready artwork from your own prompts

A dedicated Image-Prompt Agent writes production-grade prompts — narrative scene, lighting, materials, negative prompts and aspect ratio — then generates artwork through three engines: OpenAI GPT Image, Google Gemini and Stable Diffusion (FAL). Output goes up to 4K, with transparent PNGs for apparel.

  • Three AI engines — GPT Image, Gemini, Stable Diffusion
  • Up to 4K resolution, transparent PNG for apparel
  • Image-Prompt Agent writes detailed, production-grade prompts
Quality gate · Gemini vision
8.7
Passed · threshold 7.5
5 scoring dimensions checked
✓ print clarity 9.1 · composition 8.6
✓ text legible · spelling clean
✓ no AI artifacts detected
⟳ candidate #2 below 7.5 · auto-regenerating
04 · Design Quality Gate

Only the good ones ever reach your shop

A Gemini-vision quality gate scores every design on print clarity, composition, text legibility and spelling, AI artifacts, and commercial appeal. Anything below the threshold you set is automatically regenerated, up to a configurable number of attempts. Junk simply never makes it to a listing.

  • Scores clarity, composition, spelling, artifacts and appeal
  • Auto-regenerates anything under your threshold
  • Configurable maximum attempts per design
Solar eclipse tee lifestyle mockup, worn Aurora borealis design shown in a gift-scene mockup Spring design flat-lay mockup International Women's Day poster shown in a styled room scene
05 · Mockup Studio

Scroll-stopping product photos, generated for you

A three-stage sub-agent system — Product Analyzer, Scene Planner and Prompt Assembler — produces lifestyle, flat-lay, gift-scene, detail-closeup and room-scene mockups, each run through a mockup quality gate. It even understands valid versus forbidden print surfaces per product type, and pulls Printify's native mockups too.

  • Lifestyle, flat-lay, gift, detail and room scenes
  • Mockup quality gate keeps every photo on-brand
  • Knows valid vs. forbidden print surfaces per product
SEO listing · draft
Listing copy
Solar Eclipse 2026 · Unisex Heavy Cotton Tee
Title
ready
Tags
13/13
Attributes
filled
✓ Title + description written to SEO best practices
tags · solar eclipse 2026 · eclipse shirt · astronomy gift · …
✓ Attributes agent set color · occasion · holiday · style
06 · SEO Listing Copy

A title, description and all 13 tags — every time

Gemini writes the title, the description, and all 13 Etsy tags to SEO best practices, so you're never leaving discoverability on the table. An Etsy Attributes Agent then fills structured attributes — color, material, occasion, style, holiday, pattern — through the taxonomy to improve where your listing shows up in search.

  • Title and description written for Etsy search
  • All 13 tags filled to best practices, not a guessed handful
  • Attributes agent fills color, occasion, holiday, style and more
Publish · Printify → EtsyOAuth 2.0
Publish pipeline
Auto-selected provider · Printify Choice (US)
✓ Best print provider selected automatically
✓ Product created in Printify · variants + pricing mapped
6 mockups attached · 13 tags · attributes set
→ Published to Etsy via OAuth · draft
Shop 2 of 3 · token auto-refreshed
07 · Printify + Etsy Integration

From a finished product to a live Etsy listing

PrintShark browses the full Printify blueprint catalog, auto-selects the best print provider (Printify Choice or a top-rated US option), matches your design to products, creates the product, then publishes to Etsy over secure OAuth 2.0 with PKCE, per-shop tokens and auto-refresh. Manage multiple shops and publish as draft or live.

  • Auto-selects the best provider from the Printify catalog
  • Secure Etsy OAuth 2.0 (PKCE), per-shop tokens, auto-refresh
  • Multiple shops · publish as draft or live
Scheduler · drip-feed queue
Drip-feed queue
Every 3 days · 8 AM · safe hours 8 AM–10 PM
Pending
17
Published
5
Max / day
6
✓ 09:10 · Solar Eclipse 2026 tee → live
✓ 11:40 · Aurora Borealis poster → live
⟳ 14:15 · Spring Vibes mug → publishing
scheduled · 4 more inside safe hours
08 · Scheduler & Drip-Feed

Scale the safe way, not by spam-dumping

Per-shop recurring automation lets you auto-run the whole pipeline on a cadence — say, every 3 days at 8 AM. Drip-Feed then releases finished listings to Etsy gradually, in small daily batches inside safe hours (8 AM–10 PM in your timezone) with a max-per-day cap. It's the deliberate, compliance-friendly opposite of dumping dozens of listings at once.

  • Auto-run the pipeline on a per-shop cadence
  • Gradual daily batches inside safe hours, with a daily cap
  • The compliance-friendly opposite of spam-dumping
Optimizer · nightly sweep
Optimizer sweep
Tracking views, favorites & conversion per listing
Tracked
142
Refreshed
11
Repriced
3
low views · "retro groovy mug" flagged
✓ SEO refreshed · title + tags + description rewritten
✓ keyword tracker · "groovy" outperforms "retro"
→ price trimmed 6% on 1 underperformer
09 · Post-Publish Optimizer

Your catalog keeps improving after it's live

Publishing isn't the finish line. The optimizer tracks every listing, auto-assigns shop sections, and watches views and favorites. For underperformers it first refreshes SEO — an AI rewrite of the title, tags and description — then optionally trims price. A Keyword Tracker learns which tags actually drive sales and feeds that back into the AI.

  • Tracks views and favorites, auto-assigns shop sections
  • Refreshes SEO on underperformers, then optionally trims price
  • Keyword Tracker learns which tags actually sell
Personalizable product mockup with a clear custom-text zone
10 · Personalization & Order Fulfillment

Custom orders, detected and fulfilled automatically

PrintShark detects personalization zones with vision, maps their exact coordinates, picks compatible fonts and colors, and renders live previews for the listing. When a buyer orders a personalized item, it extracts their text, renders the final artwork, and submits the order to Printify — no manual file-wrangling per order.

  • Vision detects custom-text zones and exact coordinates
  • Compatible fonts/colors picked, live previews rendered
  • Buyer's text rendered and submitted to Printify on order
Mockup reused in a SocialShark promotional post
11 · SocialShark

A 7-day social calendar that posts itself

SocialShark's strategist agent plans a 7-day, per-platform calendar that mixes new-launch campaigns with evergreen reposts. It posts to Facebook and Instagram (Graph API) and to Pinterest with AI-written, platform-specific captions, reusing the mockups PrintShark already made — so promotion rides along with the product instead of becoming its own chore.

  • 7-day, per-platform calendar of launches and evergreens
  • Posts to Facebook, Instagram and Pinterest
  • AI-written, platform-specific captions reusing your mockups
PrintShark — Command Centerlocalhost:5000
Command Center
3 shops connected · pipeline running
Generated
128
Published
96
Active shops
3
✓ Trend research complete · 118 candidates ranked
→ Design generated · GPT Image (2048×2048)
✓ Quality gate passed · 8.7/10
⟳ Drip-feeding to Shop 2…
12 · Command Center

The whole operation on one live dashboard

Every system reports into the Command Center: live pipeline progress with a streaming event log, per-shop presence, and generated/published counters. From here you control granular per-shop settings — engines, quality gates, trend sources, pricing and shipping, and API keys — so the entire studio is steered from one screen.

  • Streaming event log and live pipeline progress
  • Per-shop presence and generated/published counters
  • Granular per-shop settings: engines, gates, sources, pricing, keys
The full stack

Twelve systems working as one team

Each engine is focused on a single job and hands its output to the next — from the first trend signal to the post-sale follow-up.

Trend Discovery

8-phase research pulls 100+ live trends from Google Trends, Reddit, Pinterest and TikTok, scored for POD fit.

Niche Discovery

Maps Etsy for evergreen niches where demand beats supply, with a 6-dimension opportunity score.

AI Design Generation

Three engines — GPT Image, Gemini, Stable Diffusion — driven by a production-grade prompt agent, up to 4K.

Design Quality Gate

Gemini vision scores clarity, composition, spelling, artifacts and appeal — failures auto-regenerate.

Mockup Studio

A 3-stage sub-agent system renders lifestyle, flat-lay, gift, detail and room scenes, with a quality gate.

SEO Listing Copy

Title, description and all 13 Etsy tags, plus an attributes agent that fills structured taxonomy fields.

Printify + Etsy

Auto-picks the best provider and publishes to Etsy via OAuth 2.0 — draft or live, across multiple shops.

Scheduler & Drip-Feed

Auto-runs on a cadence and releases listings gradually inside safe hours — the safe way to scale.

Post-Publish Optimizer

Tracks views and favorites, refreshes SEO on underperformers, tunes price, and learns which tags sell.

Personalization

Detects custom-text zones, renders live previews, and fulfills personalized orders to Printify automatically.

SocialShark

Plans a 7-day calendar and posts launches and evergreens to Facebook, Instagram and Pinterest.

Command Center

Live pipeline progress, per-shop presence, counters, and granular settings — all on one dashboard.

Under the hood

The engines & specs behind the pipeline

Only what's true to the product — the platforms it runs on and what it actually outputs.

Design engines

Three AI image models

  • OpenAI GPT Image
  • Google Gemini
  • Stable Diffusion (FAL)
Output

Print-ready, not just preview

  • Up to 4K resolution
  • Transparent PNG for apparel
  • Vision quality gate on every file
Listings & scale

Built to publish consistently

  • All 13 Etsy tags per listing
  • Etsy OAuth 2.0 · Printify catalog
  • Multiple shops · scheduled drip-feed
Built to play by Etsy's rules

Powerful automation, used responsibly

Etsy permits AI-assisted art when you use your own original prompts and disclose AI use; POD items list under "Designed by a seller" with production-partner disclosure. Every system on this page is built around that — original-prompt generation, a quality gate, human review before publish, and draft-first, drip-fed pacing. We never promise "guaranteed approval" or hands-off mass-dumping; that's exactly what gets shops flagged.

Early access

Stop guessing. Start publishing.

Join the waitlist and lock in founding-member pricing before we open the doors.

See how it works