Etsy "Item Not As Described" Cases: What They Are, What Causes Them, and How to Prevent Them

An “Item Not As Described” case — INAD in seller shorthand — can be opened by a buyer when they believe the item they received differs from what the listing represented. The critical word is “represented.” Etsy treats the listing photo as a binding representation, not just a marketing aid.

• →The listing photo is what the buyer compares against. If the photo shows a matte glaze and the product has a glossy glaze, the case can open regardless of whether your description mentions "glossy."
• →Listing descriptions matter, but photos override them in disputes. "See description for details" does not protect you if the photo itself is misleading.
• →Color, texture, material, dimensions, proportions, and visible detail all count as "described" via the photo.
• →Buyers can open cases after delivery confirmation, typically within 100 days. The window is long.

This is the hidden failure mode. A seller uses a “free AI photo tool” to clean up the background of their product photo. The tool uses a diffusion model that fills the area around the product. But “around” is never a clean boundary. The model repaints a halo of pixels at the product edge.

The seller uploads the polished photo. Etsy ranks it well. The buyer clicks, purchases, receives the actual item — and sees that it looks slightly different. The case opens. The seller did nothing wrong in their mind. But the photo the buyer saw was not the item that shipped.

• →Ceramic goods: glaze texture smoothed, speckle pattern averaged, rim shape rounded.
• →Textile goods: weave tightness increased, fringe length changed, color saturation shifted.
• →Jewelry: stone clarity enhanced, metal texture polished, clasp detail regenerated.
• →Vintage items: patina cleaned up, wear marks removed, age indicators smoothed.

Each of these changes is invisible on a mass-produced product photo. On a handmade good, they are precisely the details that define the item. Which is why this risk falls hardest on the sellers Etsy was built for.

The process is not dramatic — which is part of what makes it dangerous. Sellers underestimate it because it looks like a routine customer service ticket until it is too late.

• →Buyer opens a case from the order page. You are notified by email and in Shop Manager.
• →Etsy gives the seller a response window, typically 48–72 hours. Silence counts as concession.
• →If the buyer and seller cannot resolve, Etsy arbitrates. They compare the listing photo to photos of the received item.
• →A ruling against you refunds the buyer (partial or full) and logs a case on your shop record.
• →Star Seller status is affected immediately. Cases above roughly 1% of orders can suspend Star Seller benefits for a full quarter.
• →Repeat cases trigger a shop review. The threshold is not public, but shops with consistent case patterns are paused or removed.

Most INAD cases are framed as a customer service problem. They are not. They are a photo problem. Prevention works at the root — make sure what the buyer sees is what the buyer gets.

• →Use photos where your actual product is unmodified. No touch-ups, no AI "enhancement," no edge cleanup.
• →If using AI background tools, verify directly with the vendor whether product pixels are preserved. "We remove the background" is not an answer — ask about the edge.
• →Photograph packaging and include a scale reference. These reduce subjective disputes about size.
• →List dimensions explicitly in the description and in Etsy attributes. Both feed buyer expectation.
• →Respond to early buyer messages (before a case opens) within 24 hours. A pre-emptive resolution costs you less than an arbitrated case.