caniscrape checks a website for common anti-bot mechanisms and reports: A difficulty score (0-10) Which protections are active (e.g., Cloudflare, Akamai, hCaptcha, etc.) What tools you'll likely need (headless browsers, proxies, CAPTCHA solvers, etc.) Whether using a scraping API might be better This helps you decide the right scraping approach before you waste time building a bot that keeps getting blocked.
The UK is one of the world's worst performers when it comes to protecting against bots - though most countries are pretty poor. That's according to DataDome, which states that only 1.8% of large UK domains are fully protected against bots, compared with a Europe-wide average of 2.5% and a global average of 2.8%. Bigger organizations are no better than smaller ones, with only 2% of domains with more than 30 million monthly visits fully protected.
"It's a rip off 'Find my Friends.' I was able to reverse engineer the SF parking ticket system so I could see close to real time where parking tickets were issued in the city. And I was making a map of where the actual parking cops were as they traverse the city and issue tickets. In theory, you could use that to avoid them and avoid a ticket," said Walz.
Headless browsers - the behind-the-scenes software that lets machines surf the web like people - were once the domain of quality-assurance testers and SEO agencies. But new AI-powered browsers launched this last year - like Perplexity's Comet and Browser Company of New York's Dia - are bringing new meaning to the term. These players are using headless browsers to power AI agents that need to click, scroll and interact with websites as a human would, to retrieve information.
Targeted campaigns, effective publisher selection, and real-time optimization can drive scalable growth for crypto brands, showcasing the importance of strategic marketing in this sector.
The Machine Economy represents not just process optimization but a profound shift in the underlying forces that drive economics, as machines take more control over economic functions.
The easiest way to detect when a website is using Kasada is by asking it for Wappalyzer, which has a browser extension you can use while visiting a website to detect its tech stack.