AI methods allow transforming huge amounts of information from open sources into structured data. Competitor stores are determined for each store of a retail chain. The competitive analysis compares the prices of indicator goods, the same goods and the distribution of goods by price within a product group. Competitive analysis allows to carry out individual pricing for each store taking into account competitors. The consequence is an effective assortment matrix for each store.