Nicheloom visits: 58,280 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

according to - Research Companion

Investigate sources from highlighted text in your browser

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

according to is a Chromium browser extension that checks claims on any page and reports attribution, not hallucinated verdicts — real sources, weighed by a sources-list you curate. YOU decide the trustworthiness of the sources - the AI measures claims against your sources. I want to give consumers of information agency while using AI sustainably. I tested this rigorously, but still be aware: AI can make mistakes.

PH · launched Sep 26, 2026 · 4 upvotes (top 8%) · 0 views

Niche: ai research assistants · 76 launches, 3 in the last 7 days ▼ -67% · Explore this niche →

Category and tags

  • Horizontal
  • Search & retrieval
  • Prosumer
  • AI feature
  • Commercial product
  • Chrome Extensions
  • Writing
  • Artificial Intelligence

Visit website ↗ Source listing ↗

Could you build this?

Yes A browser extension that captures highlighted text, queries a search API across a user-curated domain list, and passes results to an LLM for fact extraction can be built rapidly.

Competitors

Other products that read as similar to this one : 122 launches clear the similarity bar, closest 8 shown.

Attention rank: #11 of 123 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 281 days after the earliest competitor.

  • Sourken · ph · 2026-11-11 · 1 upvotes · similarity 0.51
  • FactifAI · ph · 2026-10-25 · 2 upvotes · similarity 0.50
  • Truth Trace · ph · 2026-10-22 · 2 upvotes · similarity 0.50
  • article-fact-check · github · 2026-10-01 · 8 upvotes · similarity 0.50
  • Kenby · ph · 2026-10-17 · 2 upvotes · similarity 0.48
  • FactScope · ph · 2026-09-30 · 2 upvotes · similarity 0.47
  • LitmusAI · ph · 2026-09-30 · 1 upvotes · similarity 0.45
  • VOM · ph · 2026-09-15 · 1 upvotes · similarity 0.45

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.