Correlation of Google Trends & Dynamic Pricing in Winter Shoes

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Correlation of Google Trends & Dynamic Pricing in Winter Shoes Download PDF
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Recent Google Trends analysis shows that people search for winter shoes more during the fall and early winter than they do at any other time of year. Merchants also reprice more often during the same period. GrowByData Price intelligence solution reveals an interesting correlation between winter shoes price competition analysis and online demand trend.

Online Search Data from 2018’s “winter shoes” keyword search shows that the online demand for winter shoes slowly picked up beginning in October and reached its peak during the holiday season. The demand decelerated in January and February.

People search for winter shoes more during the fall and early winter.

Online Demand and Search Trend of Winter Shoes-GrowByData

winter shoes google search volume

In 2019, Google showed a similar trend with online demand slowing to its lowest in January and February and peaking in November and December. The positive correlation between the average Google search trend and the number of reprices by retailers shows increasing demand and the seller’s desire to win market share when demand is highest (around November). The frequency of reprices also slows down as the online demand slows down.

Google Search Trend and Price Competition Correlation

To win market share, merchants are leveraging their price adjustments in favor of the consumer. Our retail pricing data collection of 140,000 SKUs of winter shoes shows that sellers lower the price of winter shoes as the demand rises. With that being said, we also noticed a substantial number of times when prices were raised. The primary reason for this is clearly that the sellers want to win market share by adjusting their pricing strategy for shoes and find opportunities to maximize revenue.

SKU lowered vs raised for Price Intelligence

Leveraging Data to Boost Margins

It’s somewhat obvious that seasonal products like winter shoes behave in this pattern when they’re most in-demand — in this case, in the late fall and early winter. So, bearing this in mind, what should the seller do to maximize sales revenue with better gross margins? Below are a few suggestions from our price intelligence.

  • Fill Inventory at the Right Time — The online demand trend shows that it’s crucial to fill adequate inventory around October to prepare for the spike in demand.
  • Monitor Your Competitors — It’s important to monitor and track your competition’s pricing and develop an aggressive ad and pricing strategy to boost click-through rate and conversions. Keep track of competitors’ in each SKU and find opportunities to raise prices.
  • Use Dynamic Pricing — It’s crucial to have a dynamic pricing strategy for seasonal products like winter shoes. It’s also essential to use online demand metrics in your dynamic pricing strategy to maximize revenue and margins.
  • Clear Inventory at the End of the Season — As the online demand starts to slow down, start an aggressive remarketing/retargeting ads campaign to clear the seasonal inventory so that you will have the latest design inventory ready for next season.

GrowByData Content Team

Team of Data Analyst, Business Analyst, and Project Managers with years of experience in data analysis and online retail industry

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