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Jev Web Analyzer

A small demo app that fetches a URL, turns the page into clean Markdown, and asks Jev ten bounded Choice questions about what a first-time visitor is likely to understand.
Stars
6
Language
TypeScript
License
APACHE-2.0
Reading time
3 min
Published by
Community
Author
replynodes
Last verified
Sep 2026

About this project

Paste a homepage. See what a first-time visitor — and Jev — can actually tell about it. Try the live demo → · Leaderboard → · Methodology →. The SaaS website teardown is only an example workload. The main purpose of this repo is to make Jev's evaluation pattern easy to see, run, modify, and reuse — including as a committed, static dataset (the leaderboard above) rather than only a single ad-hoc request.

Quoted from the project's README. Read the full README.

Highlights

  • The UI exposes the real pipeline (fetch, extract Markdown, prepare context, run judgments, build result) and does not simulate progress.
  • Up to three custom Boolean, Choice, or Score judgments can be added from the UI alongside ten default founder questions.
  • Calls Jev through the AI SDK's experimental_evaluate with model typesafe-ai/jev, sharing one state across all questions.
  • There is no mock provider path, so local runs require both a ReplyNodes API key and a Vercel AI Gateway key.

Quickstart

ts
import { experimental_evaluate as evaluate } from "ai";
const result = await evaluate({
  model: "typesafe-ai/jev",
  state: markdown,
  questions: {
    value_proposition: {
      type: "choice",
      instructions: "Is the value proposition clear and specific?",
      criteria: { clear: "Clear and specific", partly_clear: "Some parts unclear", unclear: "Unclear" },
    },
  },
});

Watch out

Apache-2.0, and the UI was bootstrapped from a Vercel Labs demo whose license remains in the repo. Not affiliated with TypeSafe AI and needs both ReplyNodes and Vercel AI Gateway keys.

Questions about this entry

Short answers drawn from the linked project or page.

Reactions & coverage

Posts, threads, and videos about this entry from around the web.

X: Jev lands on the Vercel AI Gateway

X: Vercel ships the AI SDK provider for Jev

YouTube: Greg Isenberg and Ryan Vogel on the businesses Jev unlocks, and a path in through the Vercel AI Gateway.

From the Jev guides

Original write-ups on what this entry is for.

From the Jev AI model community

Posts from builders shipping with Jev right now.

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