Reviewers mostly describe Logically, formerly Afforai, as a strong research helper for large documents, especially papers, legal files, manuals, and multilingual sources. They repeatedly praise fast summaries, source-linked answers, citations, document and URL querying, and features like notes, annotations, shared libraries, and Word integration, saying it saves major time and improves research quality. Still, a small minority report weak nuance on complex inputs, a learning curve, rough file management, missing API and formatting options, and uneven support, with one harsh complaint about policy changes and outdated UI.