Design and publish trending merchandise automatically with AI

AI researches trends, designs and scores t-shirt art, and publishes the best ones to your store.

How the work actually flows

It branches. Exactly one path is taken; runs once per each design idea.

Pattern: Multiple Instances without Synchronization (12) · Exclusive Choice (4)

flowchart TD trig(["scheduled design generation run"]):::trigtime s0["pull trend and feedback data"]:::svc s1[["brainstorm and generate designs"]]:::mi s2["score designs for quality"]:::task s3["publish approved designs"]:::svc s4[("log product in airtable")]:::store trig --> s0 s0 -->|"one per each design idea"| s1 s1 --> s2 s3 --> s4 gx{"× meets quality bar"}:::gate s2 --> gx p00["publish to store"]:::task gx -->|"passes quality check"| p00 p10["discard design"]:::task gx -->|"fails quality check"| p10 p00 --> s3 p10 --> s3 out[/"new designs live in store"/]:::out pay{{"steady merchandise pipeline without manual design"}}:::pay s4 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceRuns once per itemA record or sheetOne path onlyResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
E-commerce & ProductSpreadsheet & Database OpsResearch & Market Intelligence
Connects
OpenAIReplicatePrintifyTypeformAirtableGoogle Trends

The problem it solves

Running a print-on-demand store means constantly researching what's trending, designing new artwork, and deciding what's actually good enough to sell. Doing all of that every week by yourself takes hours you'd rather spend growing the business.

Who it fits

Print-on-demand store owners and e-commerce entrepreneurs who want a steady stream of new merchandise without doing the design work themselves.

How it works

  1. On a set schedule, the system pulls current trend data and customer preference feedback
  2. AI brainstorms t-shirt concepts based on those trends and generates artwork for each idea
  3. A vision AI rates every design and filters out anything that doesn't meet a quality bar
  4. Approved designs are priced and published directly to your Printify store
  5. Every published product is logged in Airtable for your records
What you get

Fresh merchandise designs ready to sell

You get new trend-based t-shirt designs created, scored, and published to your store automatically.

What you get

New, quality-checked merchandise designs published live in your store, with a record of each one in Airtable.

What you need

OpenAI, Replicate, Printify, Typeform, and Airtable accounts.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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