Learn & Fill

Learn & Fill is a Chrome browser extension that observes how you complete web‑based forms and stores the information in an AI‑driven memory. In “Learn” mode it watches each field you fill, extracts the answer and its context, and organizes the data for future use. In “Fill” mode it reads the current form’s prompts, selects the appropriate stored answer, adapts it to any length or format constraints, and populates the fields automatically.

The tool is aimed at users who repeatedly enter the same or similar information across different online applications, such as job seekers, scholarship applicants, and startup founders. By maintaining a personalized data bank, it can reuse work history, academic details, company descriptions, and other recurring content while allowing separate versions for distinct opportunities.

Unlike basic browser autofill that only inserts static values like name or address, Learn & Fill attempts to understand each question’s semantics, adjusting answers to fit required word limits or formats. The extension works on any website with forms and is presented as an experimental, early‑access product.