Guy Rymberg.
All work
02Live

Israel Elections 2026 Voter Guide

A neutral, source-cited guide to every list and candidate in the 2026 Knesset election, built with an AI research agent and automated source verification.

Role
AI engineer: agentic research pipeline, automated source verification, front end, launch
Year
2026
1,372
candidate pages
340
fully researched profiles
80%
of visitors on mobile

About 300 visitors in the first five days after launch (Sep 29, 2026).

The problem

Information about parties and candidates is scattered, partisan, or buried in official PDFs. Voters have no single neutral place to look someone up.

What I built

  • A research pipeline with an AI agent (Grok) that collects raw data on each list and candidate, followed by Node build scripts that validate and normalize it.
  • Automated quote and source verification against live sources, so every claim on the site links to a primary source.
  • A fast static site: client-side fuzzy search, a topic picker, side-by-side comparison, and per-topic pages.
  • A Playwright mobile audit across screen sizes (tap targets, overflow, readability), then fixes, since most voters arrive by phone.
  • SEO and sharing: structured data, sitemaps, Open Graph images per page, and IndexNow.

Outcome

Live and public since September 29, 2026, with organic traffic from search and shares. Most visitors are on mobile.

Stack

  • Next.js (static export)
  • Tailwind
  • Fuse.js
  • Node.js scripts
  • Grok (research agent)
  • Playwright
  • Vercel Analytics
  • JSON-LD / sitemaps

Screens

All 38 lists in one place
All 38 lists in one place
Search across parties and candidates
Search across parties and candidates
Practical voter information
Practical voter information