- QL2 clients leverage our proprietary solutions to respond to market changes in real-time, maximizing efficiency and profit.
- With solutions available for travel, retail, and every industry in between, we have competitive intelligence for your market’s specific needs.
- Our tools are designed to solve your most complex data problems, get a deeper understanding of your competitive market, save you time and resources, uncover your optimal pricing strategy, and improve customer service.


QL2 approaches product matching with an understanding that web data can be messy and have holes. Our matching algorithms use machine learning to evaluate the relationships across product attributes with specific outcomes in mind. Exact match definitions are different from smart matches and as a result, feature importance can vary.
Smart Attribute matching takes the process one step further by combining the machine learning models with rules based engines on normalized product properties that provide a complete picture of the competitive landscape.

- List of sites you want to monitor
- Number of SKUs you need matched and monitored
- National pricing and/or Regional pricing?
- Frequency of price updates needed? (i.e., multiple times a day, weekly, etc.)
- Is Exact matching needed?
- Is Smart matching needed?

- List of categories you want to monitor for assortment
- List of sites you want to monitor for these categories
- Frequency of assortment updates needed? (i.e., monthly, quarterly, etc.)
