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Why Traditional Reddit Scrapers Are Failing (And How TagX’s API-Based Data Extraction Helps)

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Reddit has become a valuable source of public discussions about products, brands, customer experiences, and industry trends. Businesses use these conversations for social listening, customer feedback analysis, and market research, often relying on automated data collection to track discussions at scale. However, changes to Reddit's data access rules can disrupt collection methods that have worked for years. For teams depending on Reddit posts and comments, the challenge is maintaining a consistent, structured data pipeline as access requirements evolve. THE SHORT ANSWER Reddit's changes to unauthenticated .json endpoints have disrupted traditional collection workflows. API-based extraction can help teams manage structured Reddit data more efficiently, provided the access method and intended use comply with Reddit's requirements. Why Reddit Scrapers That Used the JSON Trick Stopped Working For years, developers could append .json to certain Reddit URLs to retrieve structured...

How a News API Powers Risk Insights for Proactive Due Diligence

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  A supplier clears screening in January. In March, a regulator opens an inquiry. In May, the CEO resigns. In August, a local paper reports unpaid salaries at one of its plants. The company's name never changed. Its risk profile changed four times. This is the weak spot in most due diligence. A report is accurate on the day it is signed off, and then it starts to age. The real question isn't " What do we know about this company? " It is " What has changed since we last looked? " A News API helps answer that. It turns the constant flow of global news into structured data that your monitoring systems can use. Why One-Time Checks Leave You Exposed Most due diligence is tied to a milestone, such as onboarding a vendor, signing a partner, backing an investment or renewing a contract. At each point, someone searches, reads and documents. Then the report is filed, and nobody is watching. This creates three problems: Manual searches don't scale - Checking hund...

Brand Protection: Monitoring Sellers, Listings, and Prices Across Marketplaces

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  Your brand can look healthy on your own website and still be under pressure everywhere else. On marketplaces, other sellers list your products, reuse your images, edit product details and set their own prices. Some are authorized partners. Some are grey-market resellers. Some are counterfeiters. From the outside, they often look the same. Brand protection starts with visibility. You cannot enforce a pricing policy, report a fake listing or manage an unauthorized seller if you do not know they exist. That is why modern brand protection depends on continuously monitoring three things: who is selling, what is being listed, and at what price. This guide explains how to monitor sellers, listings and prices across marketplaces using Ecommerce data , and how to collect that data reliably and at scale. Why Brand Protection Is a Data Problem A single product can be listed by dozens of sellers across several marketplaces, and each listing can change many times a day. Prices move, sellers a...