RMRohith Minclura.hashnode.dev·May 7 · 4 min readYour Scraper Returned HTTP 200 and Still Got the Wrong Data — Here's WhyYour Scraper Returned HTTP 200 and Still Got the Wrong Data — Here's Why There's a failure mode in web scraping that doesn't look like failure at all. Your scraper runs. HTTP 200. Rows populate. No errors. You move on. But the prices in your database...00
RMRohith Minclura.hashnode.dev·May 7 · 3 min readWhy Your E-commerce Scraper Succeeds but Returns Wrong DataMost scraping guides focus on whether your request succeeds. That's the wrong metric. The real problem: your scraper might return HTTP 200 and still give you garbage. This is now standard practice at major retailers — they identify bot-like traffic a...00
RMRohith Minclura.hashnode.dev·May 6 · 2 min readThe Hidden Reason Your Competitor Price Data Is WrongMost price monitoring tools have a silent failure mode that nobody talks about: they return data that looks valid but isn't. Data poisoning: the problem no dashboard shows you When anti-bot services detect a scraper, they rarely return a 403. That's ...00
RMRohith Minclura.hashnode.dev·May 6 · 3 min readWhy Your Web Scraper Needs Heuristics, Not Just AIIf you've built a web scraper that calls an LLM to extract data, you've probably hit the same wall: it's slow, expensive, and breaks on complex pages. After four months of testing, I found a better architecture — and it's not about finding a faster m...00
