A scrapbooker rarely asks if you sell paper. They ask whether the Pinkfresh Studio Joyful Day 12x12 collection pack is in stock, whether the matching die set will cut clean through 80lb cardstock, and whether the new American Crafts album sleeves fit a 6x8 chipboard binding. Those are catalog questions tied to specific collection names, dimensions, and machine compatibility. A generic chatbot trained on craft category copy answers in vague platitudes and loses the sale.

SleekAI maps directly into the structure most scrapbooking WooCommerce stores already use. Collection name lives as a product tag in wp_term_taxonomy, paper dimensions and GSM weight in wp_postmeta, and machine compatibility (Sizzix Big Shot, Cricut Maker, Brother ScanNCut) as a product attribute. SleekAI's data mapper reads the active variant at answer time, so a question about Joyful Day quotes the actual in-stock collection pack price and stock count, not a manufacturer brochure.

The other half of scrapbooking support is technique guidance. Customers ask whether thin chipboard will run through their Big Shot, whether glitter cardstock jams a Cricut Maker, or how many pages a 12x12 D-ring album holds. Those answers live in your product descriptions, supplier spec sheets, and FAQs you have already written. SleekAI exposes that content to the model so the bot quotes your own tested guidance, not a guess from a craft blog.

Scrapbooking is collection-driven shopping. Customers find a new Pinkfresh release, fall in love with the color palette, and want every coordinating product in one cart. They expect the shop to know which stamps go with which paper pad, which dies cut the matching shapes, and which embellishments tie the layout together.

A generic chatbot that treats collection names as fuzzy keywords misses the entire structure of the catalog. It says yes to a discontinued pad, suggests dies from a different manufacturer, and confuses a 6x8 traveler journal with a 12x12 album. Each of those mistakes is a frustrated customer who reorders from a competitor next time.

SleekAI changes the picture because it reads the same product tags, postmeta, and attributes the shop owner uses to organize the catalog. The bot answers Joyful Day questions with Joyful Day stock counts. It recommends Big Shot dies for Big Shot users and Cricut dies for Cricut users.

It quotes album capacities from the actual page protector specs in postmeta. The result is a chat experience that feels like the knowledgeable owner of a small craft shop is helping, except the chat window is open at 11pm when most scrapbookers actually shop. The store gets a log of which collections drive the most questions, which feeds smarter restock and new-release marketing decisions.