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CatchAll: Recall-first web search API

Turning the web into a structured database of real-world events

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YC · launched Apr 16, 2026 · 5 upvotes (top 96%) · 0 views

Niche: search engine infrastructure and optimization tools · 58 launches, 4 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Search & retrieval
  • Developer
  • AI-native
  • Commercial product
  • SaaS
  • Enterprise
  • Big Data
  • Enterprise Software
  • AI

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Could you build this?

No CatchAll/NewsCatcher operates a massive, real-time web crawler indexing millions of web sources, deduplicating news, and providing low-latency event extraction with 99.95% SLAs. Building and maintaining internet-scale crawling infrastructure with anti-bot evasion and real-time streaming pipelines is impossible with vibe coding alone.

What it would actually take: The architecture requires a distributed crawling cluster (Kubernetes, Scrapy/headless browsers, residential proxy rotators) that continuously scrapes hundreds of thousands of news and government domains. Ingested streams flow through Kafka/Flink pipelines for automated deduplication, named-entity recognition (NER), and taxonomy tagging, feeding an Elasticsearch/OpenSearch or ClickHouse cluster capable of millisecond queries across billions of historical documents. Operating this requires deep expertise in distributed systems, network infrastructure, data engineering, and continuous proxy/fingerprint maintenance.

Competitors

Other products that read as similar to this one : 1629 launches clear the similarity bar, closest 8 shown.

Attention rank: #1603 of 1630 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 169 days after the earliest competitor.

  • rag-search · github · 2026-11-05 · 51 upvotes · similarity 0.57
  • PhantomCollect · hn · 2025-11-11 · 7 upvotes · similarity 0.57
  • rails_event_viewer · github · 2026-09-29 · 10 upvotes · similarity 0.57
  • Event-Management-System · github · 2026-11-12 · 34 upvotes · similarity 0.57
  • Fitter · hn · 2026-07-26 · 5 upvotes · similarity 0.57
  • arcilla · github · 2026-10-30 · 13 upvotes · similarity 0.56
  • GenesisDB · hn · 2026-10-29 · 13 upvotes · similarity 0.54
  • database · github · 2026-09-17 · 24 upvotes · similarity 0.53

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