Category business intelligence systems analysis; business recommendations consultation; actionable market insight analysis; market analysis; category analysis; consumer analysis; demand chain data analysis, recommendations and measurements of manufacturer sales data, retailer POS (point-of-sale) data, syndicated third party category POS data, syndicated third party category advertising data, space productivity (planogram) data, manufacturer inventory data, retailer inventory data, consumer geo-demographic data, consumer psychological data, industry performance data, and third party economic data; consultation and/or analysis in connection with one or more of the above types of data; consultation in, analysis of, trending, forecasting, modeling and/or testing of marketing strategies, sales strategies, methods of improving sales, and/or methods of improving productivity; and Internet services related to any one or more of the above services