The Paint by Numbers Dropshipping Playbook for Shopify Sellers
Written by the fulfilment team at Art Painting by Numbers, Tianjin · Updated October 2026 · 12 min read
Paint by numbers is one of the few physical products that genuinely suits dropshipping: it is flat, light, unbreakable, has no sizing problem, and carries a retail markup wide enough to absorb international shipping on a single parcel. This playbook is the setup we recommend to sellers registering for our programme, from store configuration to the delivery-time wording that keeps chargebacks near zero.
It is also honest about where the model fails. Dropshipping from China will not satisfy a customer who expects next-day delivery, and it will not give you wholesale margins. Used correctly it is the cheapest possible market research; used carelessly it is a complaint machine. The difference is entirely in setup.
The numbers before you start
| Item | Figure |
|---|---|
| Minimum order quantity | None — one kit is one order |
| Setup fee or monthly fee | $0 |
| Dispatch time, stocked designs | 24–48 hours |
| Dispatch time, custom photo kits | 3–5 days |
| Transit to US and Canada, tracked economy | 9–16 days, $4.80–$6.90 per parcel |
| Transit to UK and Europe, tracked economy | 10–18 days, $5.20–$7.40 per parcel |
| Express courier, any major market | 3–8 days, $19–$42 per parcel |
| Dropship unit cost, 40 × 50 cm | $5.40 against a $1.42 wholesale cost at 1,000 units |
| Typical retail price | $24.99–$34.99 standard; $49.99–$89.99 custom photo |
Current rates and the full regional table are on the dropshipping page. We pass carrier increases through without markup and confirm rates when you register.
Step 1: Build the store around delivery expectations
Almost every dropshipping failure we see is a communication failure rather than a product failure. Fix these four pages before you spend a dollar on advertising:
- Product page. State the dispatch window and the delivery window separately, in the top third, not buried in a tab. "Ships in 1–2 business days. Delivery to the United States 9–16 business days."
- Shipping policy. Disclose that orders ship from our fulfilment partner in China. Customers tolerate a long wait; they do not tolerate discovering it after purchase.
- Checkout. Show the delivery estimate against the shipping method, not after payment.
- Order confirmation email. Repeat the delivery window and explain that tracking may not update for 3–5 days while the parcel is in transit to the destination country. This one sentence prevents a large share of "where is my order" tickets.
Sellers who disclose a 12–16 day window convert almost as well as those promising 5 days, and they collect a fraction of the disputes. The buyers of a hobby kit are planning several evenings of painting; they are not in a hurry.
Step 2: Choose five to eight designs, not forty
A narrow range is easier to advertise, easier to describe, and produces cleaner data. Pick designs that share an audience — a botanical store, a pet-portrait store, a coastal-minimalism store — rather than a general art shop. Then personalise the range with one custom photo offering, which is where the margin lives.
On registration we send a product data pack: high-resolution images on white and lifestyle backgrounds, SEO titles, long descriptions, bullet-point features, size and weight data, and suggested retail prices by market. You get a licence to use it across your own channels. Full detail is in section on platform integrations below.
Step 3: Connect the orders
| Platform | How orders reach us | Notes |
|---|---|---|
| Shopify | Order CSV export on a schedule, or automatic sync through a dropshipping app of your choice | Most common setup. Shopify's native CSV includes everything we need. |
| WooCommerce | CSV or REST API; tracking written back to the order record | Good option if you want to avoid app fees. |
| Etsy | Daily CSV of new orders | Personalised photo listings perform strongly here. |
| TikTok Shop | Order file export | We dispatch inside the platform's handling-time requirement. |
| Amazon and eBay | Flat-file order reports | Amazon requires tracking with a valid delivery scan; we provide it on every parcel. |
| Anything else | A CSV with name, address, SKU and quantity | A REST API is available for higher-volume partners. |
The CSV columns we accept: order_id, sku, quantity, recipient_name, address_line_1, address_line_2, city, state, postal_code, country_code, phone, email, and personalisation_url or personalisation_note for custom photo orders. Send it once daily, or trigger it per order — either works.
Step 4: Make the parcel feel like your brand
Blind shipping means the parcel carries no reference to us — no invoice showing your cost, no Chinese-language markings, no supplier branding. What it can carry is you.
- Thank-you card — $0.03–$0.06 per unit, printed with your logo, a discount code and a QR code to your review page. This is the highest-return item in the parcel.
- Branded sticker sealing the mailer, from 500 units.
- Printed sleeve over a plain mailer, from 500 units, for a stronger unboxing without box tooling.
- Fully printed box from 500 units — the point at which most dropshippers graduate to holding wholesale stock.
One thing cannot be concealed: the postal origin country. Disclose it in your shipping policy. Sellers who pretend otherwise accumulate disputes, and marketplaces increasingly check.
Step 5: Price for the model, not against Amazon
Do not try to match marketplace pricing while dropshipping. Your unit cost is $5.40 where a stock-holding competitor's is $1.42, and their advertising is amortised over years of review velocity. Instead, price on differentiation:
- Lead with custom photo kits at $59.99–$89.99. Nobody can price-match a kit made from the buyer's own photograph.
- Bundle: two kits plus a brush upgrade at a perceived discount, which lifts average order value more reliably than a single-item discount.
- Offer express courier as a paid upgrade at checkout. Some customers will pay $25 to receive in five days, and that upgrade is pure margin.
- Sell the outcome, not the product. "Three quiet evenings and a finished canvas for your hallway" outperforms "40 × 50 cm acrylic paint by numbers kit".
The full margin case for personalised kits is in custom photo paint by numbers.
Handling the three problems you will definitely get
"Where is my order?" after day five
Tracking on economy international parcels often shows no scan between departure from China and arrival in the destination country — a genuine gap of 3–6 days, not a lost parcel. Set the expectation in the confirmation email and provide a tracking page. If a parcel shows no movement for 21 days, contact us and we will open a carrier investigation and reship immediately.
Damaged or dried paint on arrival
Report it to us within 14 days with the order number and photographs. We reship at our cost or refund in full, your choice, and we pursue the carrier ourselves. Dried paint is almost always a seal failure rather than a formulation problem; every pot is foil-sealed and vacuum-strip packed precisely to prevent it.
Customs charges on delivery
Most single kits fall under de minimis thresholds in the US, UK, EU, Canada and Australia, so no duty is collected. It is not guaranteed — thresholds change and depend on declared value and origin. Declare accurately, never under-declare at a customer's request, and if a charge is levied, absorbing it yourself is usually cheaper than losing the customer and the review.
When to stop dropshipping
Move to wholesale stock when any of these are true:
- One design is selling more than 30 units a month — the margin gap between $5.40 and $1.42 now exceeds the cost of holding stock
- Delivery time is your most common support query or the reason cited in refunds
- You want to bundle kits, insert samples of other products, or offer expedited domestic shipping
- You are ready to move to private label packaging, which needs 500 units of a printed box
- You want the Prime badge or a marketplace's fast-delivery filter
The transition is easy because nothing is wasted: your approved artwork, paint recipes and packaging files stay on record, so a wholesale run of a design you already dropship needs no re-proofing and ships in 8–10 days. Most of our wholesale customers started exactly this way, and we would rather help you plan that move than keep you on the higher unit price indefinitely.
If you are still choosing suppliers at this stage, run through our 14-point supplier vetting checklist first — dispatch speed and blind-shipping discipline are two of the fourteen.
Frequently asked questions
Is paint by numbers dropshipping profitable in 2026?
Yes, at a personalised or niche positioning. A $5.40 kit sold at $29.99 leaves roughly $19 after fulfilment, payment processing and shipping, which supports a cost per acquisition of $12–$15 at a healthy contribution. Generic designs sold on price against marketplace incumbents are a much harder business.
Do I need to buy stock in advance?
No. There is no minimum order, no setup fee, no monthly subscription and no inventory commitment. You pay for each order after your customer has paid you.
Can I sell on Amazon with your dropshipping service?
Yes, provided you comply with Amazon's drop shipping policy: you must be the seller of record on all packing slips and external packaging, with no third-party seller information visible. Our blind shipping meets that requirement and tracking with a valid delivery scan is uploaded for every parcel.
How do custom photo orders work operationally?
Your customer uploads a photograph to your store. You pass us the image URL or file with the order. Our designers convert it into a numbered layout, print a one-off canvas, kit it and ship it within 3–5 days. For high-volume stores we can run this through an automated pipeline with a proof sent to the customer for approval before printing.
What image files do you supply for my listings?
High-resolution product images on white and lifestyle backgrounds for every design, at square, 4:5 and 16:9 crops, plus titles, descriptions, bullet features, dimensions and weights. You are licensed to use them on your own sales channels; we ask that you not use them in advertising that misrepresents the product.
Apply for the dropshipping programme
Send your store URL, your main markets and the styles your audience buys. We will reply within one working day with the product data pack, current shipping rates and your setup steps. No fee, no MOQ, no commitment.