ChatGPT and a handful of others dominate AI tool conversations, while some genuinely excellent tools stay under the radar simply because they're more specialized.
Cleanshot AI (and similar) for visual documentation
Combines screenshots with AI-generated annotations and explanations — genuinely useful for tutorials, bug reports, and documentation.
Julius AI for data analysis
Lets you upload a dataset and ask questions in plain English, producing charts and analysis without needing to know a data tool — a strong option for non-technical users doing real analysis.
Consensus for evidence-based research
Specifically searches published research to answer questions with actual scientific backing — an underused resource for anyone doing genuinely rigorous work.
Otter.ai's lesser-known features
Beyond basic transcription, its automatic keyword tracking and searchable meeting history are genuinely useful features most users never explore.
Popularity and usefulness aren't the same thing — some of the best tools for a specific need are the ones you haven't heard of yet.