New: Search-first vs Source Lens comparison Try the new A/B test →

MyGov — A/B Comparison

Two AI-built versions of the same feature. Try both and tell us which works better.

Variant A — Live

AI Explain-This-Vote

Plain-English explanations for each Parliamentary division, inline on the MP profile. Built by Claude.

Inline expand panel per vote row
Cached explanations (no repeat API calls)
Neutral system prompt — no judgment language
Procedural vote caveat
Shareable issue accountability card

Try Variant A — David Lammy → Try with Angus MacDonald →

Variant B — Live

Always-Visible Summaries

One-sentence citizen-focused summaries auto-loaded for the top 3 votes — no button click needed.

Top 3 votes show AI summary inline on load
Summaries framed as "In practice…" citizen impact
Shorter prompt — under 30 words per explanation
Remaining votes still have Explain button
Shareable issue accountability card

Try Variant B — David Lammy → Try with Angus MacDonald →

Find your MP — two ways

Same data. Which interface helps you find your MP faster?

Type your MP name, constituency, or postcode. Fast if you know who you're looking for.

Interactive map

All 650 constituencies. Click your area to see the MP. Better for exploring or if you don't know your constituency name.

Both routes lead to the same MP profile with full voting record and AI explanations.

Map versions

Three map builds — different colour views and a full pro version.

Constituencies coloured by party affiliation.

Nation / region

Coloured by England / Scotland / Wales / NI.

React/Leaflet. Party, turnout, issue and score colour modes.

Click any constituency on either map to see the MP and open their profile.

Which way did you find your MP faster?

One email, one line. No form. Your feedback shapes which becomes the default entry point.

Search bar was faster Map was easier

A/B test 001 · github.com/tradewithmeai/mygov-hackathon