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Social Listening API: Collect, Structure & Use Social Media Data at Scale

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  Social media has become a valuable source of information about customers, products, brands, competitors, and emerging trends. People share product experiences on Instagram, discover trends on TikTok, discuss niche topics on Reddit, and interact with brands on Facebook. These conversations can reveal what customers like, what they dislike, what competitors are doing, and which topics are gaining attention. For businesses, the challenge is turning these conversations into structured, accessible data . Manual research may work for occasional checks, but it becomes difficult when teams need to monitor multiple platforms, collect data continuously, or connect social information with databases, analytics systems, and AI applications. This is where a Social Listening API can help. What Is a Social Listening API? A Social Listening API provides programmatic access to social media data, allowing businesses and developers to search, retrieve, and process social content through an API. Ins...
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Ecommerce Product Matching: How to Connect Identical Products Across Marketplaces With a Data API

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The same product can appear across several retailers with different titles, categories, images, identifiers, prices, and variant descriptions. Ecommerce product matching determines which listings represent the same real-world item so pricing teams and catalog managers can compare like with like. Reliable ecommerce data infrastructure supplies the source records, but identity rules determine whether those records become trustworthy intelligence. This process is more complex than matching similar titles. A laptop with the same model name may have different memory, storage, color, warranty, or bundle components. A pack of six should not be compared with a single item, even when both listings use nearly identical descriptions. An effective system combines deterministic identifiers, normalized attributes, candidate generation, weighted scoring, conflict rules, and human review. It should also distinguish a product from its variants, retailer listings, sellers, and offers. Define the Match...
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