Aligned Vote
See how your politicians actually vote, not what they say
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Aligned Vote is a nonpartisan civic education tool that matches your views to how federal politicians actually vote. Answer 10 policy questions, weight what matters to you, and get every member of Congress ranked by evidence-based alignment. Every match links to the specific bills, votes, sponsorships, and FEC donors behind it. Confidence is disclosed, and thin records are shown as thin. Free, no ads, no political funding.
PH · launched Nov 6, 2026 · 2 upvotes (top 19%) · 0 views
Niche: civic engagement and debate platforms · 49 launches, 3 in the last 7 days ▼ -40% · Explore this niche →
Category and tags
- Government
- Analytics & BI
- B2C
- Not AI
- Commercial product
- Politics
- Education
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 49 launches in civic engagement and debate platforms →
Could you build this?
Partial The quiz and matching UI are easy to build, and congressional voting data is public. The hard part is a defensible, nonpartisan mapping from policy questions to specific votes, which needs domain and methodological expertise.
What it would actually take: The stack would ingest roll-call votes, sponsorships, and bill text from congress.gov, the Clerk, or Voteview, store them in a database, and compute alignment scores from a question-to-vote mapping. The hard parts are curating that mapping so it is fair and transparent, which needs political-science expertise, and keeping the pipeline updated across Congress sessions with editorial review.
Competitors
Other products that read as similar to this one : 45 launches clear the similarity bar, closest 8 shown.
Attention rank: #5 of 46 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- MAGA or Not? Political alignment scores for people and companies · hn · 2026-03-22 · 7 upvotes · similarity 0.48
- VoteSutra · ph · 2026-09-15 · 2 upvotes · similarity 0.46
- The Public Eye · hn · 2026-11-02 · 7 upvotes · similarity 0.42
- Ledger · ph · 2026-10-13 · 1 upvotes · similarity 0.42
- Agreeish · ph · 2026-09-06 · 1 upvotes · similarity 0.39
- 12 Axes Quiz · ph · 2026-10-07 · 1 upvotes · similarity 0.39
- Match2Vote · ph · 2026-09-28 · 2 upvotes · similarity 0.39
- 12 Axes · ph · 2026-10-20 · 1 upvotes · similarity 0.38
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.