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Table of Contents
Customers Are Comparing Prices Before Buying. Is Your Pricing Data Keeping Up?
Your Pricing Data Needs to Keep Up with the Market
Where Pricing Data Can Undermine Pricing Decisions
AI Has Further Raised the Cost of Stale Pricing Data
What Complete Pricing Data Needs to Include
How to Build Reliable Pricing Data at Catalog Scale
Essential Architecture for Scalable Data Extraction
Turning Price Signals into Better Pricing Decisions
Turn eCommerce Pricing Intelligence into a Revenue Advantage
Customers Are Comparing Prices Before Buying. Is Your Pricing Data Keeping Up?
In modern commerce, pricing is no longer just a revenue lever—it is a deciding factor in customer choice. A Capgemini survey of 12,000 consumers found that 74% would switch brands if a competitor offered a lower regular price, showing how quickly customers respond to price differences.
This shift in consumer behavior has made accurate pricing data more critical than ever. However, many pricing teams still rely on fragmented or outdated data sources, making it difficult to understand competitor movements and respond quickly to changing market conditions. Effective eCommerce pricing intelligence depends on the right data. If your pricing data is outdated or incomplete, you end up making decisions on incorrect data and losing market share to competitors.
This post covers where the pricing data breaks down, what complete pricing data should include, and how businesses can use it to make more informed pricing decisions.
Your Pricing Data Needs to Keep Up with the Market
Price transparency has shifted where purchase decisions happen. Shoppers open three or four tabs, check different channels, and decide before they ever land on your product page. This behavior can bring your listed price into consideration before a buyer reaches your product.
Retailers usually respond in one of two ways:
- A seasonal list price gets set once and defended through the quarter
- An automated rule reprices against whatever sum a competitor last displayed
Both approaches rest on the same weak foundation, because the feed underneath describes the market as it looked in the past.
eCommerce pricing intelligence is only as effective as the data behind it. If your pricing data is outdated, incomplete, or tied to inaccurate product comparisons, your decisions will reflect a market that no longer exists. A dashboard built on partial matches produces confident decisions from wrong inputs, and the error surfaces later as a margin variance nobody can trace.
The operational question is narrower than it first appears. Rather than asking which pricing model to adopt, ask how old the data behind yesterday's repricing decisions actually was. Then ask how many of them described a product genuinely comparable to yours.
Where Pricing Data Can Undermine Pricing Decisions
Gaps in pricing data can distort the market view, causing businesses to react too slowly, price incorrectly, or miss opportunities to protect margins.
- Outdated pricing information: Pricing decisions based on stale market data can miss competitors’ pricing changes, promotions, or demand shifts. The right data freshness depends on how quickly prices change in a category, but the goal remains the same: decisions should reflect current market conditions.
- Wrong product matching: Pricing data is only useful when it represents comparable products. Similar product names can hide differences in size, specifications, or variants, leading businesses to compare prices based on wrong criteria.
- Incomplete price context: A product’s displayed price rarely tells the full story. Shipping costs, fees, promotions, and other conditions can change the actual price customers pay.
- Partial market coverage: A limited view of available pricing data can create a false sense of competitiveness. Pricing decisions should be based on the options customers actually see across relevant channels.
- Incorrect SKU-level detail: Product variants can have different prices, availability, and demand patterns. Aggregating data at the parent-product level can hide important pricing differences.
- Lack of historical context: A current price snapshot cannot show whether a change is temporary, promotional, or part of a long-term trend. Historical pricing data helps businesses understand market movement before reacting.
AI Has Further Raised the Cost of Stale Pricing Data
AI has been making price comparison faster and more consequential. BCG's 2026 consumer research found that 31% of consumers used AI somewhere in a purchase journey over the past year, up from 10% the year before. The funnel underneath that number matters more than the number itself.
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