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Designing a Reliable SERP Monitoring Pipeline: Rankings, Features, and Changes
A ranking alert says a page has slipped from position four to seven. Before changing the page, someone needs to check what actually happened. Were both observations collected for the same device and market? Did a video carousel appear? Did the search engine start showing a different page from the same site? A reliable SERP… Read article
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Reddit Scraping Block? What the API, RSS, and Old Reddit Changes Mean
What Is the Short Answer? Some Reddit automations have a hard deadline; others have a growing reliability risk. Reddit’s October 2026 update says RSS feed support ends on November 13, 2026. It also sets out a transition of public Data API apps and bots to Reddit’s Developer Platform: new requests for public API access stop being… Read article
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6 Key Factors That Determine Web Scraping Success Rate—and How to Fix Them
A web scraping success rate should not be measured only by whether a request returns HTTP 200. The useful question is whether the expected fields are complete, the response is the right page, the result can enter the downstream workflow, and failures can be diagnosed and recovered. Improving success starts by classifying failures—not by raising… Read article