Reviewers largely see Eagle as a fast, dependable way to collect, preview, tag, search, and reuse large libraries of visual assets, references, screenshots, and web finds. Many say it becomes central to their workflow over years of use, especially for design and video work, with praise for its clean UI, browser extension, syncing, and handling of very large libraries. Complaints are narrower but recurring: no iOS/iPad app, some missing organization and photo-management features, occasional update or support concerns, and isolated frustration with payment options and a malware-related uninstall.