Show HN: Real-time 4/20 cannabis sales dashboard using Estuary and Tinybird

2 months ago 2

The Industry's Most Accurate 4/20 Analytics

Headset's real-time dashboard harnesses data from direct integrations with cannabis retailers, our network provides the most comprehensive view of 4/20 sales as they happen.

3,500+

Connected Retailers

$75B+

Sales Data Aggregated

Why Headset's Data Leads The Industry

  • Live POS transactions - no scraped menus, no delays
  • Coast-to-coast coverage across the US & Canada
  • AI-driven insight engine built for cannabis
  • Preferred by leading brands, retailers & investors

Real-Time Cannabis Industry KPIs

Powered by Headset's unmatched retail transaction data network

LIVE

Total Sales Today

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The Industry's only sales and inventory tracking solution

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LIVE

Total Receipts Today

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Real-time transaction monitoring

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LIVE

Average Basket Size

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Exclusive consumer spending insights

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LIVE

Avg Sales per Store

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Benchmarking across retailers

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⚡ Our proprietary data network provides the most precise view of 4/20 cannabis sales in real-time

Geographic Pulse

HEADSET EXCLUSIVE

Pin-point where demand is heating up - city by city, minute by minute.

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Top 10 Brands

Highest performing brands by units sold

RevenueUnitsAvg Price

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Showing brands with highest unit volume

Headset Advantage: Our brand tracking technology identifies emerging trends faster than any other platform in the industry.

Industry-Leading Product Analytics

POWERING $75B+ IN DECISIONS

Proprietary cannabis category classification system

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Processing Headset's proprietary category data...

Headset Advantage:

Slice performance by brand, potency, flavor and more - instantly.

Why It Matters:

9 of the top 10 fastest growing brands rely on Headset.

Real-Time Sales Analytics

Minute-by-minute transaction tracking across North America

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Processing Headset's proprietary time-series data...

Headset Advantage: Direct Point of Sale integrations with unmatched data visibility.

Where customers are placing their orders from

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Headset Advantage: Our channel analytics help retailers optimize their online presence and e-commerce strategies.

Real-Time Inventory Intelligence

FOR BRANDS

Headset Bridge shows you—live—how your products are performing at every retailer. No estimates. No scraping. Just the truth, straight from the POS.

Headset Bridge: Real-Time Inventory Intelligence for Brands

Bridge is built for product manufacturers—giving you live visibility into how your products move at your retail partners' stores. Unlike market reports or retailer dashboards, Bridge connects directly to POS systems to track every sale, return, and stock movement the moment it happens.

Direct POS FeedMillisecond-accurate inventory changes.

Full Catalog VisibilityFront-of-house and back-room stock alike.

Total Bridge™ Inventory Updates Today

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Direct from your POS system, not scraped from menus

What Our Customers Say

Illicit Logo

"Bridge's VMI software has allowed us to track sell-through and inventory in real time with our dispensary partners. With this data, we've been able to optimize reorders, identity SKUs to target with marketing, and to inform future product development."

- David Craig, CMO

Wyld Logo

"We use Headset Bridge to primarily understand the overall business we have with our customers — being able to see and track sell-through is incredibly valuable."

- James Duncan, Director of Sales

Claybourne Logo

"When the data shows cultivars moving at high velocities, we have the ability to allocate inventory to our Headset Bridge partners in real time to ensure they maximize their revenue and profit by avoiding stock outs."

- Lauren Marshall, Regional Sales Manager

The tightest integrations with every major point of sale provider.

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Headset Advantage: Scrapers? Reports? Delays? That’s cute. Headset pulls real-time sales and inventory straight from the POS. This is the data backbone of the industry.

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