What Can AI Do For Me is a directory designed to help users discover AI and productivity tools based on their specific tasks, roles, and workflows. The platform uses a scenario first approach, allowing users to select tags for their role, task, or industry to generate a short list of relevant tools. The directory is organized around practical workflows and real tasks, with each listing reviewed for practical use cases, tradeoffs, and clarity before being included. The goal is to enable users to compare tools based on fit for their actual work rather than on general features alone. The main function of the tool is to match users with AI and productivity tools that suit their particular situation. Users start by tapping tags that describe who they are, what they need to do, and the workflow they want to improve. The directory then displays recommended tools with notes on best fit, use cases, tradeoffs, pricing context, and last verified dates. No typing is required, as the interface relies entirely on tag selection. Users can then review the tool page directly and only continue to the provider if the use case aligns with their workflow. Typical use cases include improving work in areas such as writing, research, meetings, resumes, PDFs, spreadsheets, audio, images, or other input types. The platform emphasizes checking practical fit, including budget, source material, review needs, and setup effort, before committing to a provider. The directory also includes verification notes when outputs require human review, sensitive handling, or extra fact checking. As of the current state, the directory is still being populated with reviewed profiles, and users are encouraged to try different tags or browse the full directory as more listings are added.