As a trusted commercial advisory firm, 6W is built on evidence, experience, and execution. Since 2011, we have supported organizations across global markets in solving complex commercial challenges through evidence-based advisory, proprietary commercial intelligence, and practical commercial expertise. Our recommendations are developed through rigorous analysis, validated with multiple intelligence sources, and designed to enable confident commercial decision-making.
Talk to Our Advisory TeamFor more than a decade, 6W has partnered with organizations across APAC, the Middle East, Africa, Europe, and the Americas to support commercial growth, market expansion, forecasting, commercial due diligence, and strategic decision-making. As a trusted market research company, we have successfully delivered more than 20,000 commercial engagements for over 2,000 organizations, including Fortune 500 companies, government agencies, multilateral institutions, manufacturers, technology companies, private equity firms, and high-growth enterprises operating across diverse industries.
Over the years, 6W has developed a proprietary commercial intelligence platform that supports every engagement. Our advisory capabilities are strengthened by trillions of Bills of Lading & Manifest records, 5,000+ executive and industry expert interviews, 200+ consumer research studies, 50+ proprietary product and market trackers, and a growing B2B commercial intelligence ecosystem.
of Bills of Lading & Manifest records powering trade and shipment intelligence
executive and industry expert interviews conducted to date
consumer research studies across categories and geographies
proprietary product and market trackers updated continuously
This ecosystem is complemented by proprietary crawled intelligence, partner intelligence, advanced analytical methodologies, and continuously evolving commercial datasets developed over more than a decade of commercial due diligence advisory work.
Reliable forecasting begins with identifying the right leading indicators. While historical market data explains what has happened, it does not always explain what will happen next. As a market forecasting company, 6W builds forecasting models by identifying real-world demand indicators that demonstrate a statistically significant relationship with market performance.
The exact mix of indicators used depends on the industry being modeled.
In 2025, 6W predicted a 10.25% decline in market demand before the season commenced, despite broader industry expectations of continued growth. The forecast was developed using a proprietary log-log regression model that evaluated more than 10 years of historical market sales against Google Search Interest to determine market elasticity (Beta). The statistical model was also validated against weather conditions, channel intelligence, inventory movements, and industry inputs prior to the release of the forecast.
Following the market slowdown, 6W released its 2026 market recovery outlook, showcasing the importance of combining statistical modeling with commercial intelligence rather than relying solely on historical trends.
6W forecast a decline in the India Air Conditioner market before the 2025 season began.
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By December 2025, the broader industry confirmed the India Air Conditioner market had declined, as 6W had forecast months earlier.
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Access the same proprietary commercial intelligence platform, executive and industry expert interviews, and data-driven market forecasting models that have supported 20,000+ commercial engagements since 2011.
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