The Refract
One world event. Different countries. Different stories.
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Compare how countries cover the same news. Discover biases, blind spots, and divergences across global media.
PH · launched Sep 22, 2026 · 2 upvotes (top 26%) · 0 views
Niche: news aggregation platforms · 244 launches, 12 in the last 7 days ▼ -54% · Explore this niche →
Category and tags
- Media & entertainment
- Search & retrieval
- B2C
- Not AI
- Commercial product
- News
- Politics
- Education
Visit website ↗ Source listing ↗
More like this: all 244 launches in news aggregation platforms →
Could you build this?
Partial While the web dashboard is simple, building and maintaining automated scrapers, translation pipelines, and clustering algorithms across news media in 70+ countries requires significant data pipeline infrastructure and scraping resilience.
What it would actually take: The architecture needs distributed crawlers and RSS/news feed scrapers (Scrapy, Playwright) covering hundreds of international publishers, an NLP ingestion pipeline (embedding models, LLM translation and summarization, topic clustering algorithms like HDBSCAN), and a relational/vector database. The difficult part is maintaining high-uptime scraping pipelines that bypass anti-bot protections and cleanly de-duplicating global events across languages without hallucinating narrative bias.
Competitors
Other products that read as similar to this one : 154 launches clear the similarity bar, closest 8 shown.
Attention rank: #42 of 155 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- Newsmaps.io a map of how news topics are covered by different countries · hn · 2026-04-19 · 19 upvotes · similarity 0.57
- News.txt · hn · 2026-10-12 · 6 upvotes · similarity 0.56
- newsroom · github · 2026-09-30 · 19 upvotes · similarity 0.51
- Lanes · ph · 2026-09-29 · 1 upvotes · similarity 0.49
- Newsmap · hn · 2025-11-01 · 17 upvotes · similarity 0.47
- news · ph · 2026-09-21 · 1 upvotes · similarity 0.46
- World Market News · ph · 2026-10-28 · 1 upvotes · similarity 0.45
- world-observer · github · 2026-09-30 · 24 upvotes · similarity 0.44
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.