Keep AI grounded in accuracy with Happy Buyers

Connect Claude, ChatGPT, or other AI agents to Happy Buyers to create draft orders, pull wholesale menus together, and help menu plan. And trust that you're grounded in clean, accurate data.

Keep AI grounded in accuracy with Happy Buyers

Connect Claude, ChatGPT, or other AI agents to Happy Buyers to create draft orders, pull wholesale menus together, and help menu plan. And trust that you're grounded in clean, accurate data.

UNDERSTANDING AI

The math matters – different ways AI can fail

AI may always sound convincing. But in cannabis, where demand is anything but simple, blindly trusting the wrong numbers can cost you.

AI + raw POS or exported sales data

"You’ve got 12 variants. Here’s how each one sold. Restock them all"

AI doesn't know what was out of stock, discounted, in the back room or inflated by a holiday.

VS

AI + Happy Buyers

“Your product line sells this much. Here’s the suggested order, at your depth target”

Your answers are capped to what the product line can move, days of supply wanted and budget.

AI is non-deterministic

Run it five times and you can get different answers. Language models predict plausible-sounding text, and a number is just more text to them.

Cannabis demand is nuanced

You stock four strains but only carry two at a time. Raw AI adds up every SKU you've ever sold and orders all four at full volume.

Raw sales data is distorted

AI needs continuous context to normalize your data which can be inefficient.

Missing data gets filled, not flagged

If information is absent, a raw AI may guess a "reasonable" one instead of stopping to ask.

Happy Buyers is optimized for cannabis inventory, giving your AI clean, verified numbers to work from.

We account for stockouts, discounts, substitutions, discontinued products, holidays and more, so decisions get built on real demand instead of distorted sales.

The math and your rules stay in the platform, not in the chat, so your numbers don't drift.

cAPABILITIES

Put Happy Buyers + AI to work

A clean, real-time foundation your AI can build on, so you can trust the output while doing more for your store.

START HERE

Five minutes to your first draft order

1

Generate an API Key

Admins can create one from the settings screen. API docs are linked right next to it.

Settings → API keys → Generate

2

Add the ordering skill

Drop our skill file into a Claude project alongside your key. One-time setup.

Email success@happycabbage.io

3

Ask for an order

Plain English. It'll ask clarifying questions and seed the draft into Happy Buyers.

"Generate my order for [brand], 21 days"

WATCH & LEARN

How-to videos

PROMPT LIBRARY

Ideas to get your started

Simple single-brand order

Generate my order for [brand]. I'd like 21 days.

Multi-store, combined into one

Generate my order for [brand] at my [state] stores. Just combine it into a single order.

From a wholesale spreadsheet

Do my order for [brand] — here's their wholesale menu.
[attach the file]

From a live Apex Trading menu

I'd like to prepare my order for [brand]. Their menu is on Apex. Consolidate into one order.

Order from a vendor, to a budget

I want to order from my vendor [name]. Consolidate into a single order for all stores. Their menu is on Apex Trading, and I have a $10,000 budget.

Cut an order down

I only have a $25,000 budget for [brand]. Where do you recommend cutting this order based on performance?</aside>

Have it waiting for you Monday

Every Monday morning at 8am, please grab my top 10 performing [category] and draft the orders into Happy Buyers.

Frequently asked questions

Is this early access, or can I do it today?

Today. Everything in the videos runs on the same public API you already have. As Danny put it on the webinar, there's no magic in the cooking show.

Does the AI send orders without me?

It can do either. We recommend you start with setting it up to create draft orders, that what you can review quantities, make the calls only you can make, and hit send yourself.

Does it work with ChatGPT, or only Claude?

It's a standard API, so it works with whatever you already use. Our example skill files are built for Claude because that's what we use internally.

What if my vendor emails me a PDF instead of a spreadsheet?

No worries! Matching messy product names across a PDF, a Google Sheet, and a marketplace listing is the thing LLMs are genuinely great at.

What if my team isn't ready to go deep on AI?

You're not being left behind. A lot of this is moving into the Happy Buyers app itself, including vendor management, budgets, and scheduled draft orders. And honestly, some of it is faster in our interface anyway.

Want to see it for yourself?