World Clean Biz Intelligence
Cleaning Industry Analysis And Practical Guides.
Original industry intelligence and practical decision guides for buyers, brands, distributors and manufacturers.
Ongoing Series · Latest Episode
Building the World’s No.1 Cleaning Show from Scratch
Episode 06 | New Hope
Customers returned to China, but orders did not. All-in-one robot vacuums found overseas profits, while one ordinary vacuum rescued a failed product bet.
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Deep Analysis
Industry shifts, company strategy, original research and market observations.
Where Do Commercial Cleaning Robots Go Next?
From restroom cleaning and elevator integration to pig barns and ship hulls, the next opportunities depend on customer economics and products that can work across multiple sites.
Stanley Black & Decker Plans to Sell Hustler. What Changed in Its Outdoor Electrification Strategy?
SBD bought Excel to help build an electric outdoor future. Five years later, it is selling the Hustler business while continuing to invest in electrification.
Husqvarna Gets a US Exemption. Is There a Way Through for Other Robot Mower Brands?
Four Husqvarna robotic mower platforms have secured conditional US approval. The undisclosed terms raise questions about American assembly, selective localization and the cost of market access.
The Man Who Helped Build DeWalt and Milwaukee Has Joined Chervon
Joseph Galli returns as Chervon CEO. His DeWalt and TTI experience could turn EGO, SKIL and FLEX into a stronger challenge to the industry’s giants.
From Brush Cutters to Robot Mowers: Can Sunseeker Turn an OEM Business Into a Brand?
Baima's manufacturing roots, a team recruited from Positec and nearly RMB 500 million in funding have earned it a place in robotic mowing. Building Sunseeker into a consumer brand is the harder contest.
IFA 2026 Cleaning Product Roundup: What Each Company Brought
A company-by-company roundup of cleaning, pool and garden products at IFA 2026, with commentary on new launches, existing models, prototypes and 2027 previews.
Practical Research
Practical Guides
Buying decisions, brand ownership, product comparisons, sourcing and maintenance.
Robot Vacuum Distributor Guide: Brand Selection, Territory, Software, Returns, Parts and Margin
Evaluate a robot vacuum distribution deal by brand fit, territory, software, compliance, samples, margin, returns, warranty, parts and exit terms.
Robotic Pool Cleaner Distributor Guide: Brand Selection, Margin, Warranty, Parts and Service
Evaluate a robotic pool cleaner distributorship by brand, SKU mix, landed margin, inventory, warranty, parts, repair, compliance, pilot orders and contracts.
Robotic Pool Cleaner Manufacturing Cost: BOM, Tooling, Certification and Landed Cost
Model robotic pool cleaner cost across BOM, motors, battery, electronics, plastics, tooling, testing, certification, yield, warranty, freight, duty and RFQ.
Cordless Vacuum Cleaner OEM/ODM Guide: Motors, Batteries, Filtration, Tooling and Supplier Audit
A stage-gate guide to cordless vacuum OEM/ODM: platform choice, airflow, motors, batteries, filters, floorheads, tooling, compliance, pilot runs and supplier audits.
Factory Audit Checklist for Cleaning Appliance Suppliers in China: A Buyer’s Guide
A practical buyer guide to auditing and verifying cleaning appliance suppliers in China before placing orders.
Robot Lawn Mower Buying Guide: Navigation, Slope, Installation, Service and Total Cost
A robot lawn mower buying guide covering yard surveys, boundary wire, RTK, LiDAR, vision, lawn size, slopes, passages, cutting, safety, installation, maintenance and service.
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