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Live in production 2025

ResearchPilot – AI Research Browser Extension

A Chrome extension that summarises, extracts and organises research from any page, built on Manifest V3 with a freemium commercial model.

Owner Internal product
Sector SaaS / Productivity
Scale Manifest V3 extension
Live at Private

ResearchPilot compresses the read-highlight-copy-organise loop into a sidebar. It works on any page, summarises and extracts on demand, and keeps a searchable library of what you have collected.

It was built deliberately without a front-end framework – vanilla JavaScript on Manifest V3 – because extension bundle size and startup cost are user-visible in a way they are not on a website. The commercial side was designed at the same time as the code: a free tier with usage caps, a paid tier for heavy users, and a cost model that stays positive at every tier.

What it changed

  • Shipped a working browser product with a defined commercial model
  • Bootstrapped business plan built alongside the code rather than after it
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