Govbase
Follow a bill from source text to news bias to social posts
Details
- External ID
- 47220809
- Source
- HN
- Company
- —
- Product
- Govbase
- Website domain
- govbase.com
- Launched
- March 2, 2026
- Cohort
- —
- Upvotes
- 219
- Upvotes percentile
- 0.9692496924969249
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Description
Govbase tracks every bill, executive order, and federal regulation from official sources (Congress.gov, Federal Register, White House). An AI pipeline breaks each one down into plain-language summaries and shows who it impacts by demographic group.It also ties each policy directly to bias-rated news coverage and politician social posts on X, Bluesky, and Truth Social. You can follow a single bill from the official text to how media frames it to what your representatives are saying about it.Free on web, iOS, and Android.https://govbase.comI'd love feedback from the community, especially on the data pipeline or what policy areas/features you feel are missing.
Enrichment
- Theme
- personal finance and expense trackers
- Vertical
- Government
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- legislative tracking and bias analysis platform
- Manually corrected
- False
Could you build this?
Yes The system pulls publicly accessible legislative data from open federal APIs, processes the text through commercial LLMs for summaries and demographic impact analysis, and presents the results in a web dashboard.
Discussion
20 comments analyzed.
Competitors mentioned: Power Scorecard from Demos.org, Finnish governance exploration project
Concerns raised: AI bias in converting law text to plain-language summaries, False equivalence and neutrality in depicting policy impacts, Lack of transparency on creator identity, Inconsistent terminology (calling some things 'rights' and others 'policies'), AI-generated summaries lack context about bill intent and partisan positioning
Feature requests: Swap system mappings based on preferred context for different policy perspectives, Direct links to partisan information and full arguments rather than bland summaries, Ability to subscribe to specific issues and representatives, Structured regulatory information (legislator voting records, historical precedents), Transparent reasoning/citations for impact assessments on specific issues
Competitors
Other products that read as similar to this one — 29 launches clear the similarity bar, closest 8 shown.
Attention rank: #2 of 30 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 100 days after the earliest competitor.
- Lanes · ph · 2026-09-29 · 1 upvotes · similarity 0.43
- GovParti · ph · 2026-09-26 · 2 upvotes · similarity 0.41
- Solving the ~95% legislative coverage gap using LLM's · hn · 2025-12-16 · 41 upvotes · similarity 0.40
- A website that tracks every stock trade Congress makes · hn · 2026-05-26 · 63 upvotes · similarity 0.37
- MAGA or Not? Political alignment scores for people and companies · hn · 2026-03-22 · 7 upvotes · similarity 0.37
- Refract · ph · 2026-09-22 · 2 upvotes · similarity 0.36
- Newsmaps.io a map of how news topics are covered by different countries · hn · 2026-04-19 · 19 upvotes · similarity 0.36
- Match2Vote · ph · 2026-09-28 · 2 upvotes · similarity 0.36
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.