Business Intelligence
Competitor
Pricing
Intelligence
Crawled 9 competitor sites, matched products fuzzily, and surfaced price movement as a business signal.
Changed
Identified competitor price changes mirroring ours by 65%.
Took away
Pricing is not only a technical tracking problem. It is a market signal with timing, imitation, and competitive pressure inside it.
Tools / frame
Context
Pricing signals can reveal market movement, competitor behavior, and tactical pressure.
Problem
Competitor prices were spread across multiple sites, making comparison and monitoring difficult.
Contribution
Crawled 9 competitor sites and built PostgreSQL pipelines with fuzzy search and dashboards for price movement tracking.
Tools used
Impact / learning
Identified competitor price changes mirroring ours by 65%.
Pricing is not only a technical tracking problem. It is a market signal with timing, imitation, and competitive pressure inside it.
Future direction
Turn this into a market-intelligence case with pricing patterns, signal quality, and business interpretation.