BoxIntellect – AI Box Packing & Package Dimensions for WooCommerce

Your shipping rates are only as good as your product dimensions.

Carriers charge by parcel size and weight, but WooCommerce only knows the size of each product, and only if someone entered it. Measuring hundreds of products by hand never happens, so rates are calculated on blanks and defaults. Some orders are undercharged and you pay the surcharges. Others are overcharged and the customer leaves the cart.

BoxIntellect fills in the missing data with AI, then works out exactly which boxes every order ships in.

See it in action (under 6 minutes): setting up your boxes, filling in missing dimensions with AI, and the parcels of every order.

You can also watch the video in higher quality on our website.

How it works

1. AI fills in what’s missing. Click “Estimate with AI” on a product. BoxIntellect reads the product name, description, attributes and photo, and suggests the shipping size and weight of one unit, with a confidence level and a short note. You check the values before they are saved.
2. Every order is packed into your real boxes. A 3D packing algorithm places each item in your boxes, turning items to make them fit and respecting weight limits, then picks the smallest boxes that hold everything. It runs on your server in milliseconds and gives the same answer every time. No AI is involved in packing.
3. Shipping gets the real parcels. Each order shows its parcels: which box, how many, outer size and gross weight. ShipStation receives the real box size automatically, and label tools that import CSV files can use a parcel export.

Why BoxIntellect

• Packing plus the data it needs. Box packing only works if your dimensions are right. BoxIntellect fills them in first.
• Your AI, your keys, no middleman. It uses the AI provider you connected in WordPress (OpenAI, Anthropic, Google or any other provider plugin). No credits to buy, and product data goes straight to your provider.
• Customer data never leaves your site. Packing runs on your server. No orders or addresses are sent to us or to the AI.
• Works with any carrier. It is not tied to a single carrier.

Features

• Your boxes: inside and outside sizes, empty weight and maximum contents. A starter set of common carton sizes is added on activation.
• Parcels of every new order calculated at checkout and shown on the order screen (with a Recalculate button) and in the order list.
• Parcels added to the cart’s shipping packages ($package['boxintellect_parcels']) so shipping methods and carrier plugins can use them.
• ShipStation: with the ShipStation for WooCommerce plugin, orders that ship in one parcel reach ShipStation with the outer size of their box, and every order gets a parcel summary in a custom field.
• Parcel CSV export: select orders in the order list and choose “Export parcels (CSV)”: one row per parcel with the shipping address, box, outer size and weight, ready to import into label tools that let you map CSV columns.
• Parcels in the WooCommerce REST API order response (boxintellect_parcels), for services that read your orders through the API.
• “Estimate with AI” button in the product Shipping tab; a Package column in the product list showing which products are missing dimensions.
• Overview with catalog completeness and inline AI estimates for the products that still need dimensions, page by page (you choose how many per page).
• Check before shipping: flag high-value orders, orders with fragile items, orders packed with estimated or missing data and parcels that are more than half empty space. Flagged orders get a notice in the Parcels box with “Mark as checked” (which adds an order note), a Check badge and filter in the order list, and an optional email.
• Poly mailers: add bags next to your cartons. Clothing and other soft goods go in the mailer when they fit, and the parcel is sent as the size of its contents. Fragile and keep-upright products always go in a box.
• Packing rules per product: fragile (extra padding), keep upright, ship alone, ships in its own packaging, never in a mailer, nesting items (cups, bowls), allowed boxes. The AI can suggest them with each estimate.
• Packing test: pick products and quantities to see how they would be packed.
• Padding for bubble wrap, fallback size for products without dimensions, fast volume estimate for very large orders.
• Works in your store units (cm, mm, m, in, yd; kg, g, lbs, oz). Compatible with HPOS and the block checkout.
• Packing works without AI. Connect an AI provider only if you want the estimates.

Stop guessing parcel sizes. Fill in your catalog and ship every order in the right box.

Pro add-on

The free plugin estimates one product at a time. BoxIntellect Pro puts AI catalog data, box packing and per-parcel shipping rates in one plugin:

• Bulk AI estimates for your whole catalog, held for your review before anything is saved
• AI that learns from your corrections: shows how accurate the estimates were per category, and tells new estimates how you corrected similar products
• Automatic estimates for new products
• Shipping method with per-parcel rates and dimensional weight
• Shipping report: what your parcels cost to ship compared with what customers paid, and which orders lost money on shipping
• Box advisor: finds the box sizes that fit your real orders best, and AI explains why
• Data quality check: flags suspicious dimensions and weights, such as a 40 kg T-shirt
• Packing slips with a 3D diagram, your logo, a scannable order barcode and a combined pick list, to print or download as PDF, so your packers know what goes where
• AI usage and spending caps: what your estimates cost, a monthly cap, a daily limit for automatic estimates, and the cost of a bulk run before you start it
• REST API and WP-CLI

Staging and local sites are free.

External services

The packing calculation runs on your server and sends nothing anywhere.

AI estimates use the WordPress AI Client (built into WordPress 7.0+), which sends requests to the AI provider the site owner connected in Settings → Connectors. Nothing is sent until a provider is connected and you click “Estimate with AI” (or a Pro automation you turn on runs).

For each estimate the product name, SKU, GTIN, categories, attributes, short description and description (shortened), any dimensions already entered, and, unless turned off in the settings, a resized copy of the product image are sent to the connected provider, for example:

• OpenAI (api.openai.com): Terms of use, Privacy policy
• Anthropic (api.anthropic.com): Commercial terms, Privacy policy
• Google Gemini (generativelanguage.googleapis.com): Gemini API terms, Privacy policy

No customer or order data is ever sent to an AI provider.

BoxIntellect news (optional, off by default). If an administrator turns on “News and tips” in WooCommerce → BoxIntellect → Settings, the plugin downloads a short list of messages from https://boxintellect.pro/wp-json/amazimg/v1/notices at most about twice a day, when the BoxIntellect overview is opened. The request sends only the plugin’s name and version; like any web request, it also reveals the site’s IP address to the server. Nothing is requested while the option is off. Terms of service, Privacy policy