Case Lab: a solo Etsy print-on-demand shop did ~$135k in 2024 — the revenue-vs-profit-vs-seasonality reality (2026)

The faceless-AI case was fast and fragile; Senja was slow and durable. This one is a third shape entirely: a physical-goods e-commerce business with no inventory — and the most honest seasonal-and-margin story we’ve dissected yet. A solo seller who blogs as “Love Eat Travel Repeat” (initials J.B.) runs an Etsy print-on-demand shop that has done roughly $168.8k in lifetime sales since October 2022, with about $135k in 2024 alone — and, unusually, she publishes detailed monthly income reports with the costs and margins shown. That makes it a great case to take apart, especially for European readers, because this is the persona that walks straight into the EU VAT trap.

1. The facts & verification

• Who: a solo seller who blogs as “Love Eat Travel Repeat” (initials J.B.), running one Etsy print-on-demand shop on her own.
• What: an Etsy print-on-demand store started in October 2022, selling designs fulfilled on demand (no inventory, no warehouse).
• Numbers: ~$168.8k in lifetime sales by January 2025; ~$135k in the 2024 calendar year; a roughly 45% profit margin after Printify production and shipping costs.
• Verification: verified-ish — she publishes detailed, consistent monthly income reports showing revenue, costs and margin month over month. That’s far better evidence than a one-off screenshot, but it’s self-reported on her own blog, not audited — so we treat it as a credible shape, not a certified figure.

2. The niche & why it works

Print-on-demand on Etsy works because it removes the two things that sink most physical-product solos: inventory risk and upfront capital. You upload a design, a partner prints and ships only when an order comes in, and you never hold stock. The seller’s real job is finding low-competition keywords people are actually searching and putting designs in front of that demand. Etsy supplies a built-in marketplace of buyers in a gift-heavy mindset; the seller supplies designs and search positioning. It’s the textbook low-overhead entry into e-commerce — which is exactly why it’s crowded, a point we come back to in the honest read.

3. The income model

Per-order margin on physical products, sold through Etsy, fulfilled by a print-on-demand partner. The math is simple and unforgiving: sale price minus the partner’s production cost minus shipping = your cut, which here lands around 45%. There’s no recurring revenue and no compounding subscription base like Senja — every month you start near zero and sell again. Volume comes from the catalogue of designs ranking for the right searches.

And it’s cross-border, physical-goods income — designs sold worldwide, fulfilment in another country, customers spread across the EU. For a European seller that’s not a footnote; it’s the defining complication. A cross-border POD/Etsy seller has to handle EU VAT themselves, because Etsy does not remit VAT for most EU-based sellers — so once you cross the thresholds you’re registering, charging and remitting it on your own. This is the single hardest legal burden of any solo model we cover, and it’s covered in VAT for Amazon, Etsy & POD sellers. This is where the case meets the monetizable, legalize-it spine of the site.

4. The pattern (stripped of luck)

The repeatable system underneath the headline:

1. Pick print-on-demand for zero inventory risk — design uploads, not stock; you only pay fulfilment when you’ve already been paid.
2. Win on keywords, not art — low-competition search terms with real demand do more than design genius; the catalogue is the asset.
3. Plan the business around Q4 — the holiday quarter is the engine; budget cash flow for a long lean spring and summer.
4. Watch the margin, not the revenue — at ~45%, fulfilment eats half of every sale, so price and product mix matter more than top-line.
5. Get the VAT/tax spine in place from the start — a cross-border physical-goods business is VAT-exposed by design; this is not optional for an EU seller.

5. The tool stack

A lean, almost entirely off-the-shelf solo stack:

• Fulfilment: Printify — print-on-demand production and shipping, so there’s no inventory and no warehouse.
• Designs & mockups: Canva and Midjourney — Canva for layout and mockups, Midjourney for AI art and visuals.
• Keyword research: eRank and EHunt — finding the low-competition search terms the whole model depends on.

For a solo without a fixed workflow, the design half of that stack lines up with our best design tools (even for non-designers) — the point isn’t the specific logos, it’s that a one-person shop can run the whole pipeline (design → mockup → list → fulfil) on cheap, no-code tools.

The honest read (the half the headline skips)

Four things keep this case honest:

• Revenue ≠ profit. At ~45% margin, the ~$135k year is closer to ~$60k in gross profit before income tax and VAT. The headline roughly halves. February’s ~$7.6k → ~$3.4k is the model in miniature.
• Brutal seasonality. Q4 carries the year. November 2024 ~$21k and December ~$28k, then a cliff: January 2025 ~$10.1k, February ~$7.6k (her slowest since July 2024), April ~$6.9k. That’s roughly a 4x swing from the December peak to the spring trough — model your cash flow on the valley, not the peak.
• Self-reported. The reports are detailed and consistent, which is why we rate it verified-ish — but it’s her own blog, not audited accounts. Treat the numbers as the shape, not the certainty.
• Platform dependency + saturation. The whole shop lives on Etsy’s marketplace and its rules, fees and search algorithm — and print-on-demand is a famously crowded, low-barrier niche. The low entry cost that makes the model attractive is the same thing that makes it competitive.

What we take from it

The transferable asset is the system: no-inventory fulfilment + keyword-led listing + a business planned around Q4 + a margin you actually watch. It’s a cleaner fit than most for someone who wants a real e-commerce income without warehouse risk — but it’s a physical-goods, cross-border, platform-dependent business, which means the unglamorous legal spine isn’t optional. If you’re in this lane you’re an e-commerce seller, and for a European one the VAT question is the difference between “nice side income” and “accidental tax problem.” The build is half of it; the VAT and tax handling is the other half.

The takeaway

• Verified-ish case: a solo seller (blogs as “Love Eat Travel Repeat”, initials J.B.) did ~$168.8k lifetime Etsy POD sales since Oct 2022 — ~$135k in 2024 — with detailed monthly income reports showing ~45% margins.
• The model: print-on-demand (no inventory) + keyword-led listings (eRank/EHunt) + Canva/Midjourney designs
  • Printify fulfilment.
• Revenue ≠ profit: ~45% margin halves the headline — ~$7.6k → ~$3.4k in February — before tax and VAT.
• Brutal seasonality: Q4 carries the year (Nov ~$21k, Dec ~$28k) and spring is a long trough (Apr ~$6.9k); plan cash flow on the valley.
• EU-first warning: cross-border POD/Etsy sellers must handle their own EU VAT — Etsy doesn’t remit it for most EU-based sellers — so sort the VAT before you treat any of the revenue as yours.

Source for the case facts: the seller’s own monthly income reports published on her “Love Eat Travel Repeat” blog. Figures are as reported there; treat them as the shape of the economics, not audited accounts.

Part of the guide to building a one-person business.