Selling to people searching a name you are not allowed to write

Almost all demand in this category is expressed as a character name, and almost none of those names belong to the seller. The brand held no licenses, so every obvious keyword was closed to it — in the title, in the bullets, in the backend and in campaign targeting alike.

Its response had been to write nothing in particular. Listings described “deluxe costume set” and “adult cosplay outfit”, generic phrasing that competes with the entire category and matches no specific intent. The result was a catalog of well-made garments that were only findable by someone browsing page four, and an advertising account paying 39% ACoS for broad terms because there was nothing precise to bid on.

We rebuilt the vocabulary around the attributes a shopper can see, which are the ones she describes when the name does not work.

• Attribute keyword research — the descriptive phrasing shoppers use when they cannot recall or cannot spell the name: color, silhouette, era, accessory, role.
• Listings written as descriptions, not allusions — long red hooded cloak with gold trim, rather than a wink at a franchise nobody is allowed to mention.
• An image stack that sells the garment, not a likeness — silhouette, fabric and construction in the first three frames; evoking a licensed character in a photograph is the same infringement as naming it, so the imagery describes the piece rather than the franchise.
• Campaigns on the descriptive cluster and on its own catalog, which is where the intent concentrates once the listings start ranking for attribute phrases.

Revenue grew 120% to $134k a month across a full costume year, and ranking descriptive keywords went from 110 to 1,290.

ACoS fell seventeen points because the account finally had precise terms to bid on instead of buying the category head. The constraint never changed — the brand still cannot write a single character name — but the shopper who could not find it can now describe what she wants, and the catalog answers in the same words.