As Pictured or Not? A Handmade Online Buyer’s Guide
I bet you have bought something online and thought: “Wait… this isn’t exactly what I saw in the photo!”
The “Not as pictured” is one of the most common complaints online, and it’s often misunderstood, especially when it comes to handmade items.
I will explain why: Because the rules are different, depending on what you’re buying.
Mass-produced, factory-made products follow one set of expectations.
Handmade items another entirely.
By the end of this guide, you’ll know exactly what to expect and shop confidently.

1. Mass-Produced Items – Exact, Template-Based
Factory-made products are built to be identical. Molds, templates, and machine processes mean that every piece looks like (and should look like!) the one in the photos. The only exceptions are occasional manufacturing defects, like scratches, misprints, or faulty assembly.
These are the “damaged or faulty” items, and yes, in those cases you’re entitled to a full refund or replacement - so make sure to take a tour at a shop's policies before you buy. But aside from defects, when you buy mass-produced items, what you see is what you get.
Or at least you should...
Because it's not new that many shady websites use images that are not the actual product at all (like stolen images from others) or AI generated product photos, or ultra beautified images that show something in an entirely different (?), confusing, or simply misleading way.
Ahh, online shopping tends to get so tricky! No wonder why people are skeptic and prefer the safety of the giant, well established marketplaces :]
Of course, I am not lecturing you. I do not trust ANY website before I do a lot of research:
- Social Media Presence: Posts, Followers, Comments, Activity
- Reviews: Genuine, rich, by real people and not oddly robotic or identical
- Shop's or Seller's Story (the About Page)
- Policies
And all that, before I even start seriously browsing and checking on items. So, I know how you feel!
[You might want to read next about How to tell if it's truly handmade and if the shop is real, where I explain with far more details how to do the detective work above :) ]
And that's why some of the little ones (like me and many others), do our best to show our real hands and our real behind-the-scenes and our workbench's (or even personal) reflections through social media or blogging.
But that's another story. Anyhow, in mass-produced items:
Consistency is the rule. Deviations are the exception.

2. Handmade Items – The Beauty of Natural Variation
Handmade items are a different world. Here, the human hands and maker's intention are in control, not machines, not templates.
And that’s exactly what makes them so special.
2a. The One-of-a-Kind (OOAK) Items
These pieces are ready to ship the moment you click “buy.” What you see in the photos is the item you’ll receive. There are no surprises and no guesswork here, unless the shop misrepresented the product (that's why you do your research first, yes?)
If it doesn’t look like the photo that’s a problem. And I don't mean the slight differences in colors because of monitor settings, lighting and camera angles.
OOAK items are the handmade world’s version of “exactly as pictured”, or "exactly as described" (you will notice these exact words in many shops' reviews, good sign).
Let me show you an example:

These little cuties are OOAK (one of a kind). I made them with leather remnants and leftover materials, after I watched Exit 8 with my sons at the cinema and had my "AHA!" moment - aaaaand I'm talking too much again. You will read about my Omamori Apocalypse moment later.
So, what you see in the picture is exactly what you'll get. These Lucky Pouch Bag Charms are unique and you can choose the one you prefer from the dropdown menu in my shop.
No surprises.
2b. Made-to-Order (MTO) Items
Now, these are different. MTO items are created from scratch after you place your order. The photos show a sample, not the exact piece you’ll get.
This is a field that might cause confusion in some cases, exactly because the pictured items are samples, and exactly because it will be made from scratch ...by hand.
Confused?
Here’s the key: your MTO item must match the description and the overall appearance, like size, color, materials, design. However, the slight, natural variations are expected. This is what I like to call “handmade freedom”, but the Japanese have said it much better: Wabi-Sabi.
(I honestly had no intention to put you in so much reading today, but here I am :] )
What do I mean by "slight, natural variations"? Examples include:
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Slight color differences, like natural dye, part of the hide of the same leather, hand-painting, leather patina
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Minor stitch imperfections (hand-stitched lines vs. perfect machine stitching)
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Natural material textures or grains (leather, wood, stones)
- Even on handcrafted pendants - and Here is why I send out even my scarred animal pendants, like this eagle here:
If you put your 🧐 on, you will notice a tiny mark on the right wing's top that looks like a dot in the picture ( 🙄 I know, okay? But I have to show you).
Okay, technically speaking, this is a scarred pendant. A perfectionist (or a factory) would probably toss it. Emotionally speaking - and I am not a perfectionist - I would never dare to do that.
This eagle was called by someone with a story - a story that was trusted in me. He came into life like this: with a mark on his wing. Yet, look how he soars with pride! How could I possibly take this away from him? He earned his place in the sky. He deserves to be his wearer's guardian.
These are not defects! They are proof the item was made by hand, with care, for you. And more often than you might think, they have something to tell you.
Ever heard of La Loba?
Here is an example of a MTO (Made To Order) bracelet, that is (sort of) what you see in the pictures, but not exactly "as pictured", after discussing with my customer about their personal taste and some metal allergies (ironically, I am allergic to metals, too)
The sample:
And what I made:

Now, If you saw this picture in a review, you would scratch your head and you would be right to do so, but once you know the full story, everything makes sense, doesn't it? 🙃
(By the way, I discovered this site that allows me to copy emojis, so I can finally add some to my posts 😂 )
3. Why All This Matters for Buyers
Knowing the difference between factory-made, OOAK, and MTO items helps you:
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Set realistic expectations before you buy
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Avoid unnecessary disappointment or complaints
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Trust the artisan and the process
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Appreciate the small, human details that make handmade items unique
4. Tips for Shopping Handmade Confidently
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Read descriptions carefully: I know that most people don't read descriptions (yes, don't hide behind your screen), but please do: Size, color, materials, suitable age, closure types, fit, origin, anything, they’re your roadmap.
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Know what you’re buying: OOAK = the exact item. MTO = you see a sample, and you get a new item made from scratch, small variations expected. This should be written in the description. If not, please ask your seller first, and decide if it's risky later, because there might be a small chance they simply forgot to mention that it is made to order? (Have I forgotten? Anywhere?)
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Embrace small differences: Wabi-Sabi is the charm, not a flaw.
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Ask questions: A short message can clarify anything you’re unsure of. Artisans are driven by the ethics of handmade and are usually happy to explain. Ask any question! You will be surprised. (Yes, not everyone is ethical, that’s why researching the shop and asking questions matters).
To summarize:
Mass-produced and handmade items follow different rules. One promises exact replication, the other promises intention, care, and human touch. By understanding these differences, you can shop confidently, enjoy the uniqueness of handcrafted work, and know exactly what to expect.
Supporting handmade is more than buying objects, you know it, it’s about valuing time, skill, and a human story woven into every piece.
Quick FAQ:
Q: I want my item exactly as pictured and as described. Which should I buy?
A: Choose a One-of-a-Kind (OOAK) item. That’s the exact piece you see in the photo. Made-to-Order (MTO) items will have small natural variations.
Q: Is a slightly different shade or stitch a defect?
A: Nope. That’s the handmade charm, the Wabi-Sabi: tiny color differences, hand-stitched variations, or natural textures are normal. Fun Fact: A leather hide with natural dye, will have slight color shade variations and also, slight thickness in different parts of it (close to the edges, or to closer to the center) - they don't actually come with a single fixed code.
Which is good, no chemicals involved!
Q: I received a handmade item and it looks different from photo. What now?
A: How different? 😮 Check if it matches the description and materials. If it doesn’t, contact the artisan. If it’s an OOAK item that doesn’t match the photo, it may be a misrepresentation and should be addressed.
Q: Can MTO items ever be identical to the sample?
A: No two handmade items are ever identical. I have made some of my bracelets maybe 500 times each and I can tell you for sure that none is identical to the other... You’ll get the same design, quality, and materials, but small natural differences as explained above are expected.
If you still need more confidence before you buy, reach out! Nothing can beat a nice, warm conversation like old friends. I love it when I get emails from you and I am pretty sure that most artisans love it as well ❤️



