Spot the trend. Ship the shelf.
TrendTailor reads what shoppers pin, search and buy, turns the motifs about to peak into original artwork, keeps only what's worth selling and puts it on real product mockups - sized, coloured and listed - while the trend is still climbing.
- Trend-led, not prompt-led
- Curated, not AI slop
- Real mockups
Straight out of the pipeline - Christmas, autumn, Halloween and wall art for any month. Real mockups, not AI photos.
Trend-led, taste-checked. Not AI slop.
Anyone can generate ten thousand images. The work is in what never reaches your shelf - seven gates between everything a model could draw and what your customers see.
Real signals
What people pin, search and buy, read against years of seasonal history. A trend needs more than one kind of evidence to count as a mover.
This gate works upstream - on the trends and the briefs - so what it stops is never drawn at all.
A season is a string of waves. Most catalogues catch one, late.
Every motif climbs for a few weeks and then it is gone. Spotting it, briefing it, designing it, mocking it up and listing it is five hand-offs - by the time one drop ships, the next wave has started. TrendTailor launches into each one on the way up.
- Cosy autumnPeaks in September
- TrendTailor: live on the way up
- Usual way: live after the peak
- HalloweenPeaks on 31 October
- TrendTailor: live on the way up
- Usual way: live after the peak
- ThanksgivingPeaks in November
- TrendTailor: live on the way up
- Usual way: nobody free to start it
- Christmas sweatersPeaks in December
- TrendTailor: live on the way up
- Usual way: nobody free to start it
From trend to shelf, in one loop.
Five steps that used to be five teams. TrendTailor runs the loop for every wave of the season; you decide what ships.
TrendTailor reads what people pin, search and buy against years of seasonal history, groups it into motifs and forecasts which are about to peak - so you launch into demand, not after it.
- Vintage ChristmasBuying nowPeaking
Vintage HalloweenPeaks OctPeaking
Ugly Christmas sweatersPeaks DecRising
Cosy autumnPeaks SepPeaking
Thanksgiving printablesPeaks OctRising
Pink OctoberPeaks OctRising
Five frame sizes, four proportions. Nothing cut off.
30 × 40 is 3:4, 40 × 50 is 4:5, 70 × 100 is 7:10 - and an artwork is generated in none of them. Pick a size and watch the frame change shape; TrendTailor fits the picture to it. Flip to a plain crop to see what every other tool would cut off.
40 × 50 cm · 4:5 - the sky and the waves are extended; the whole picture stays in.
Real mockup render
One loop, every season.
Drops TrendTailor built for what the forecast read this season, and the wall art that sells in any month. Each is a collection, made for the products it sells on.
What the forecast readTop of the month board since early September - shoppers buy Christmas decor early, and it has come back in each of the last five years.
- Highland Cow ChristmasWhite frame · above the sofa
- Happy Holidays RetroBlack frame · above the sofa
Christmas WreathWhite frame · above the sofa
Angelic Trumpet ChorusBlack frame · above the sofa
Christmas WreathTote bag · sand
Every step, one workspace.
Six screens, one catalogue. Step in anywhere - or let the loop run and only look at what is ready to publish.
Forecast
Motifs gathered from Pinterest, search and the seasonal calendar, each forecast towards its peak.
Generation
Every rising motif written up as a brief and turned into original artwork by the image model best suited to it.
Lab
Sets curated from the taste model's picks. Swap what you don't love, then finish the set.
Studio
Cut-outs, reframes to every proportion and chest emblems, prepared per artwork and per product.
Products
A shelf per product type, every size and colour rendered on real mockups, titles and descriptions written.
Sync & API
Publish straight to your Printbox store, or pull products and collections through the public API.
TrendTailor questions, answered.
How do print-on-demand sellers find trending designs?
Most watch Pinterest, marketplaces and search trends by hand and brief a designer when something looks promising - by which time the peak is close. TrendTailor automates the watching: it reads what people pin, search and buy against years of seasonal history, groups the signals into motifs and forecasts which are about to peak, so the designs are ready on the way up.
How is TrendTailor different from AI image generators?
A generator gives you whatever you prompt. TrendTailor starts from demand, filters out known brands and characters, scores every design with a taste model trained on thousands of our curator's decisions, screens out near-duplicates, typos and photos, and hands you human-curated collections. Most of what a model can draw never reaches your shelf.
Can AI create print-on-demand products automatically?
Yes, end to end. TrendTailor generates original artwork from a trend, keeps the pieces worth selling for each product type, makes a version for every frame proportion and print area, renders every size and colour on real mockups and writes each title and description. You decide what goes live - a whole album at a time in the app, or automatically through the API.
Are the product mockups AI-generated images?
No. They are rendered from real Photoshop mockup files: the artwork is warped into the file's print area and the file's own lighting, folds and perspective are kept. Every size and frame finish gets its own render, and a fabric colour on which the print would disappear is never offered.
Is it safe to sell AI-generated designs?
TrendTailor draws each design from a written brief of the trend rather than from the trending image itself, leaves out anything that lands too close to someone else's idea, and filters out known brands, characters and living artists' work at the trend stage and again before a design is offered. It is a filter, not a legal clearance, so your review in the Lab stays the final say before anything publishes.
Which products can TrendTailor create?
Framed wall art in five sizes and three frame finishes, and T-shirts and hoodies in a dozen fabric colours with a back print and a chest emblem. Any product with a Photoshop mockup can be added to the line-up.
How do I get TrendTailor for my store?
TrendTailor is in early access. It publishes straight to a Printbox store, or you can pull its products and collections through the public API into another storefront. Request early access and we'll set it up around your catalogue.
TrendTailor is developed with support from the European Funds for Małopolska 2021-2027. About the project
The next wave is already rising. Be first on the shelf.
We'll point TrendTailor at your catalogue and show you the first drop it would make.
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