Home > Building a Procurement Knowledge Graph with Mulebuy Spreadsheets: Boost Sales with Data-Driven Insights

Building a Procurement Knowledge Graph with Mulebuy Spreadsheets: Boost Sales with Data-Driven Insights

2025-06-02
Product 1

Dyson airwrap hair styler curling iron-1350

$133.7
Product 1

Jordan 4 Retro (40 color)-0001

$34.25
Product 1

AirPods 3-0102

$7.53
Product 1

casabianca Fashion Shirts Casual Suits (40 styles)-1146

$25.89
Product 1

Prada Casual Sneakers (22 color)-0015

$38.08
Product 1

Dior B30 Series (20 style)-0416

$45.21
Product 1

dior b22-b23-0027

$45.21
Product 1

New Balance 9060 series (20 style)-0011

$38.36
Product 1

2024 New Jordan 4 (12 colors)-0010

$38.36
Product 1

AMIRI MA-1-0024

$71.23
Product 1

OG Balenciaga speed-1047

$44.93
Product 1

dunk low （30 color）-0003

$19.18
Product 1

Denim tears T-shirt -0930

$9.32
Product 1

Rolex watches (3 qualities 14 styles)-0396

$52.05
Product 1

GOYARD Fashion bags-0182

$9.45
Product 1

Balenciaga Triples (7 styles) -0515

$82.19
Product 1

Amiri Cap（11 styles）-0662

$13.56
Product 1

LV Louis vuitton belt（36 style）-0246

$11.64
Product 1

Louis Vuitton fashion bag-0185

$47.95
Product 1

LV bucket bag（10 styles）-0187

$54.66

In the competitive world of luxury procurement, data is the new currency. This guide reveals how discerning Mulebuy

Step 1: Crafting Your Product Relationship Matrix

Transform your spreadsheet into a dynamic network by:

  • Creating column headers for 50+ luxury SKUs (LV Neverfull MM, Gucci GG Supreme Belt, etc.)
  • Implementing VLOOKUP to trace historical co-purchase patterns
  • Calculating correlation coefficients between adjacent demand curves
Product Pair Co-purchase Rate Customer Segment
LV Pochette Métis + Gucci Soho Disco 42% Gen-Z female buyers
Gucci Dionysus + LV Victorine Wallet 37% Millennial luxury newcomers

Step 2: Augmenting with Social Verification

Integrate these proven tactics:

  1. Scrape Reddit's /r/RepLadies for standout cross-brand mentions
  2. Apply text mining to r/LuxuryLifeHacks discussion threads
  3. Calibrate spreadsheet weights based on engagement metrics
"Our deployed knowledge graph identified 22 unexpected accessory pairings - like matching Prada nylon colors with Chanel WOC undertones - driving $78 higher AOV instantly." - Mulebuy Elite Reseller Team

Step 3: Operationalizing Graph Insights

Implementation essentials:

  • Train Discord assistants on three-stage bundling prompts
  • Develop tiered pricing matrices (single item vs. graph-recommended bundles)
  • Schedule monthly heatmap reviews during supplier negotiations
Pro Tip:Mulebuy's
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