Spotlight: Deception Detector helps you spot the real download button on cluttered, ad-heavy pages.It scans each page for deceptive UI patterns and highlights the element most likely to be the genuine download so you can avoid fake buttons, trackers, and dark patterns.How it worksAutomatically scans pages for download-like buttons, banners, and links.Highlights the most likely real download in green and marks suspicious candidates in orange.Press Alt to reveal score badges showing how confident Spotlight is about each target.Open the pop-up to see a ranked list of candidates; click an item to scroll the page and flash that element into focus.Use quick controls in the pop-up to tweak sensitivity and toggle different detectors on or off without reloading the page.Spotlight’s heuristics are tuned for messy file hosters and landing pages (including Filecrypt-style mirrors) and are designed to stay out of your way: overlays are lightweight, don’t block clicks, and don’t modify the underlying page content.Key benefitsAvoid fake “Download” buttons, deceptive ads, and misleading CTAs.Quickly find the real download link on cluttered pages.Adjust detection behaviour to match your browsing style.All analysis runs locally in your browser; no accounts, no tracking.
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