Use Cases

TutorialWebsite deployment

Publish a website built with Claude Code

A creator takes a Claude Code website from a local project to a live Vercel deployment, using GitHub along the way.

Firsthand accountProduct discovery

Matt Williamson asked AI for app features. He reports that it chose Resend, Firecrawl and Stripe without his naming or researching those services.

Firsthand accountContent research

A newsletter builder uses Firecrawl to turn news pages into clean text, then feeds the stories into an AI-assisted editorial workflow.

TutorialCompetitor research

Chase AI demonstrates an n8n agent using Firecrawl to collect information from competitor Amazon storefronts.

Vendor experimentEmail & identity

An AgentMail founder describes a signup flow that lets an agent provision an inbox and ask its human to claim it by email.

Customer storySoftware procurement

Ramp’s procurement agent uses Browserbase to inspect a software vendor’s website and security documents before a company buys the tool.

Customer storySales research

HubSpot’s Breeze agents use Exa to add live company research and public-web updates to CRM workflows.

Customer storyContent planning

A consultant asks Manus to research a client and prepare a year of content ideas. E2B supplies the virtual computers behind Manus’s work.

Practitioner accountWriting & knowledge

A Browser Use engineer asks an agent to combine his website, posts and Google documents into a reusable guide to his writing style.

Customer storyLearning & memory

OpenNote uses Mem0 to help its AI tutor remember a learner’s preferences and past questions between sessions.