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Read moreAI Content Strategist for YouTube
See your verdict before you hit record
CreatorSignal scans YouTube, Reddit, X, and Hacker News to give every video idea a Go, Refine, or Kill verdict — backed by real evidence from across the web.
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Dashboard
Ideas
Verdict Report
Idea Validation
5 Time Management Mistakes Killing Your Productivity
82
/ 100
GO
Publish with confidence
Evidence Summary
Search volume up 41% this quarter across YouTube
18 active Reddit threads this week with high engagement
Low competition among established creators in this space
Mixed sentiment on X — a personal angle could stand out
Sources analyzed:
YouTube
Reddit
X
HN
Research Sources
Deep Work vs. Time Blocking Explained
YouTube · 312K views
r/productivity discussion
Reddit · 143 comments
@productivitytips thread
X · 2.1K likes
Time management systems compared
Hacker News · 203 points
Morning routine productivity routines
YouTube · 189K views
4
Platforms scanned
< 2 min
Research delivered
100%
Evidence-backed verdicts
Features
Everything you need to decide with confidence
Definitive Verdicts
Every idea gets a clear Go, Refine, or Kill verdict with a confidence score. No more ambiguity about what to film next.
Multi-Platform Intelligence
Scans YouTube trends, Reddit discussions, X conversations, and Hacker News threads to build a complete picture of demand.
Evidence You Can See
Every verdict includes specific data points and source links. See exactly why an idea scores high or needs refinement.
Minutes, Not Hours
What used to take an afternoon of scattered research now takes less time than brewing your morning coffee.
How it works
From idea to verdict in three steps
1
Share your idea
Type your video concept in plain language. One sentence is all we need to get started.
2
We research everywhere
AI scans YouTube, Reddit, X, and Hacker News for demand signals, competition, and sentiment.
3
Get your verdict
Receive a clear Go, Refine, or Kill verdict with a confidence score and the evidence behind it.
Go — publish with confidence
Refine — adjust your angle
Kill — save your time
From the blog
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Read moreStop filming on a hunch
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