The full pipeline, step by step

From idea to income, on autopilot — with you in the driver's seat

Follow a single run through the entire PrintShark studio: pick your products, discover what to make, generate and quality-check designs, build mockups, write the listing, publish to Etsy, and drip it out safely. Every stage is automated — and nothing reaches your shop until you approve it.

Explore the features
8-phase research 3 AI design engines You approve before publish
PrintShark — Run Pipeline localhost:5000
Run Pipeline
Solar Eclipse 2026 · Unisex Heavy Cotton Tee · 1 of 6 products
Trend score
92
Designs
3
Tags
13/13
✓ Discover · 8 phases complete · niche scored 92
✓ Design · 3 engines · quality gate passed 8.7/10
→ Mockups · 4 lifestyle & flat-lay scenes
SEO title + 13 tags + attributes written
⟳ Awaiting your review before publish…
The pipeline at a glance

Five moves, nine stages, one approval

Here's the whole journey in a single line. Below, we walk through every stage with the screens you'll actually see in the app.

01

Discover

8-phase trend & niche research scores live demand.

02

Design

AI artwork from 3 engines, passed through a quality gate.

03

Mock up

Lifestyle & flat-lay scenes, rendered automatically.

04

Publish

SEO listing + 13 tags pushed to Etsy via secure OAuth.

05

Optimize

Safe-hours drip, then post-publish tuning & promotion.

The guided tour

Every stage, with the real screens

Follow one run end to end. Each step is automated and quality-checked — and you stay in control of what ships.

Products · Printify catalog
6 blueprints selected Printify Choice · US
Unisex heavy cotton tee blueprint in the Printify catalog Apparel blueprint preview in the Printify catalog Print product blueprint preview Poster blueprint preview in the catalog
Stage 01 · Pick your products

Start with the blanks you want to sell

Browse the full Printify blueprint catalog and choose the products you'd like to build on — tees, posters, mugs, totes and more. PrintShark auto-selects a strong print provider and treats each blueprint as a target, so every design and mockup is made for what you actually offer.

  • Browse the full Printify blueprint catalog
  • Best print provider auto-selected (Printify Choice / top-rated US)
  • Each product becomes a target for design & mockups
Trend research · 8-phase pipeline
Phase 8 · Scoring 118 candidates
92
solar eclipse 2026
High demand · low competition · rising
P1–P2 · 100+ live US trends pulled & mapped
P3–P4 · seasonality + competition measured
P5–P6 · AI quick-filter for POD fit
✓ P7 · scored 92 · demand 9.4 / comp 3.1
✓ P8 · shortlist promoted to design
Stage 02 · Discover what to make

Eight phases of research before a pixel is drawn

PrintShark pulls 100+ live US trends from Google Trends, Reddit, Pinterest and TikTok, plus a seasonal planner that surfaces holidays 4–6 weeks early. An AI quick-filter drops anything unfit for print-on-demand, then deep research scores what's left — so you build toward proven demand, not guesswork.

  • 8-phase trend & niche discovery, fully automated
  • Demand, competition & seasonality scored together
  • Per-shop memory keeps every run fresh
Design studio · 3 engines
GPT ImageGeminiStable Diffusion
4K · PNG
AI-generated solar eclipse 2026 design on transparent background AI-generated aurora borealis aesthetic design on transparent background AI-generated spring vibes design on transparent background AI-generated International Women's Day design on transparent background
Stage 03 · Generate designs

Three engines, one curated brief

A dedicated Image-Prompt Agent turns the chosen niche into a production-grade brief — scene, lighting, materials, negative prompts, aspect ratio — then OpenAI GPT Image, Google Gemini and Stable Diffusion generate artwork. You get real range without writing a single prompt.

  • Three AI engines, transparent PNG, up to 4K
  • Image-Prompt Agent writes every brief for you
  • Print-ready artwork made for your products
Quality gate · Gemini vision
Threshold 8.0 2 passed · 1 retry
✓ #1 · clarity 9.1 · composition 8.6 · spelling ✓ — PASS
✓ #2 · clarity 8.8 · composition 8.4 · spelling ✓ — PASS
⟳ #3 · composition 6.1 · edge artifacts — regenerating
scoring: clarity · composition · spelling · artifacts · appeal
low-scoring designs never reach your shop
Stage 04 · Quality gate

A vision model scores every design

Before anything moves on, Gemini vision reviews each design for print clarity, composition, text legibility and spelling, AI artifacts and commercial appeal. Anything below your threshold is auto-regenerated — so only the strongest candidates reach your mockups and listings.

  • Scored on clarity, composition, spelling, artifacts & appeal
  • Below-threshold designs auto-regenerate
  • Only the strongest designs continue
Solar eclipse tee lifestyle mockup, worn Aurora borealis design gift-scene mockup Spring vibes design flat-lay mockup International Women's Day poster room-scene mockup
Stage 05 · Build mockups

Designs placed on real product scenes

A three-stage mockup engine — Product Analyzer, Scene Planner, Prompt Assembler — renders lifestyle, flat-lay, gift, detail and room scenes for each passing design, then quality-checks them. It even knows which surfaces a product can and can't print on, and pulls Printify's native mockups too.

  • Lifestyle, flat-lay, gift, detail & room scenes
  • A mockup quality gate keeps every photo on-brand
  • A full, listing-ready gallery per product
Listing draft · SEO copy
Title
Solar Eclipse 2026 Shirt · Celestial Astronomy Tee · Eclipse Path Gift · Stargazer Unisex T-Shirt
13 tags
solar eclipse 2026eclipse shirtcelestial teeastronomy giftstargazer shirtspace lovertotal eclipseeclipse pathscience teachermoon shirtgalaxy teeeclipse 2026astro gift
Attributes
Color · BlackMaterial · CottonOccasion · BirthdayHoliday · Eclipse
Description

Mark the 2026 total solar eclipse in style. A clean, celestial design for stargazers, science teachers and space lovers — soft unisex fit, print made to last. The kind of everyday gift astronomy fans actually wear.

Stage 06 · Write the listing

SEO copy tuned to how shoppers search

Gemini writes a search-optimized title, a full description, and all 13 Etsy tags to SEO best practices. An Etsy Attributes Agent then fills structured attributes — color, material, occasion, style, holiday, pattern — through the taxonomy to improve where your listing shows up.

  • SEO title and full description
  • All 13 Etsy tags, written to best practices
  • Structured attributes filled via the taxonomy
Publish · Etsy connection
The Cozy Cosmos Studio
Etsy · connected via OAuth 2.0
Connected
Publish as draft Publish live
uploading 4 mockup images
→ writing title · 13 tags · attributes
⟳ creating product in Printify
✓ published live to Etsy · listing #1842766
Stage 07 · Publish to Etsy

Push to your shop — as a draft or live

Connect your shop once with Etsy's secure OAuth 2.0 (PKCE, per-shop tokens, auto-refresh). PrintShark creates the product in Printify, then publishes the finished listing to Etsy — as a draft for a final look, or straight to live. You choose which, every time, across multiple shops.

  • Secure Etsy OAuth 2.0 connection, multi-shop
  • Publish as draft or live — your choice
  • Images, tags & attributes pushed together
Scheduler · drip-feed queue
Pending
14
Published
6
Today
2
Next batch · today 2:30 PM Scheduled
solar eclipse tee · queued 2:30 PM
eclipse path poster · queued 5:10 PM
✓ celestial mug · published 9:40 AM
releases only inside safe hours · 8 AM–10 PM, max-per-day cap
Stage 08 · Drip-feed & schedule

Release at a natural, safe pace

Instead of dumping a whole batch at once, the Drip-Feed releases listings gradually in small daily batches inside safe hours — 8 AM to 10 PM in your timezone, with a max-per-day cap. You can also auto-run the whole pipeline on a cadence. It's the compliance-friendly opposite of spam-dumping.

  • Gradual release in small daily batches
  • Safe hours only — 8 AM–10 PM, your timezone
  • Auto-run the pipeline on a recurring cadence
Optimizer + SocialShark
Post-publish sweep Running daily
D+1 · tags reviewed against fresh searches
→ D+3 · SEO refreshed on low-CTR listing
✓ D+7 · views & favorites trending up
SocialShark · 7-day plan FB · IG · Pinterest
Mon · ReelTue · PinWed · PostThu · ReelFri · PinSat · PostSun · Repost
Stage 09 · Optimize & promote

The work continues after you publish

Once a listing is live, the Post-Publish Optimizer tracks views and favorites, refreshes SEO on underperformers, and learns which tags actually sell. Then SocialShark plans a 7-day, per-platform calendar and posts your launches and evergreens to Facebook, Instagram and Pinterest with AI captions.

  • Optimizer refreshes SEO and tunes underperformers
  • A Keyword Tracker learns which tags drive sales
  • SocialShark posts a 7-day calendar across platforms
You're always in control

Automated, but never on its own

PrintShark does the grind. The decisions that matter stay with you.

Human in the loop

Quality-scored results land in your dashboard at every stage. Edit a design, tweak the copy, or swap a mockup before anything ships.

Approve before publish

Nothing reaches your shop until you say so. Publish as a draft for a final look, or push live in one click — unless you opt into auto-publish.

Compliance-aware

Original-prompt generation, human review, draft-first and drip-fed pacing, and disclosure helpers — built around Etsy's rules.

Early access

See the whole pipeline run for your shop

Join the waitlist and lock in founding-member pricing before we open the doors — research, design, mockups, SEO and scheduled drops, with you approving every step.

Explore features