Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

VOM

Ask anything, verify what matters - with cited sources

Details

External ID
1237989
Source
PH
Company
—
Product
VOM
Website domain
producthunt.com
Launched
Sept. 15, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
News, Artificial Intelligence, Search
Fetched at
Sept. 17, 2026, 1:23 a.m.
Updated at
Sept. 17, 2026, 1:23 a.m.

Description

Most AI assistants answer confidently and leave you guessing where it came from. VOM verifies: every claim gets a clear verdict - true, false, or inconclusive - with a confidence score and the public sources it used, so you can check the checking. When the evidence cannot decide, it says inconclusive instead of forcing an answer. It also reads screenshots, extracting the text inside and flagging whether an image looks authentic or AI-generated. Free, no signup, 8 languages.

Enrichment

Theme
AI visibility and marketing tools
Vertical
Horizontal
Function
Search & retrieval
Audience
Prosumer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
ai search engine with cited sources for fact checking
Manually corrected
False

Could you build this?

Yes This is an automated fact-checking LLM wrapper utilizing web search APIs (like Tavily or Bing) and structured prompting to classify claims and cite sources.

Competitors

Other products that read as similar to this one — 124 launches clear the similarity bar, closest 8 shown.

Attention rank: #60 of 125 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 288 days after the earliest competitor.

Other launches for this product