Guide6 min read
What Is a YouTube Outlier?
The clearest signal that a topic, title, or format is working right now — and how ShortsMonkey measures it.
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ShortsMonkey Editorial
Product & Content
Blog · ShortsMonkey in action
ShortsMonkey overview
YouTube viral video finder
Guide11 min read
How to Find Viral YouTube Videos in 2026: Complete Guide for Content Creators
Follow the actual path a query takes inside ShortsMonkey: normalize, score, hit the database, and trigger refresh jobs so your brief already includes proof.
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ShortsMonkey Editorial
Product & Content
Tools9 min read
How our stack behaves like the YouTube analytics tool we needed
Peek into the instrumentation that makes our dashboards double as a YouTube channel monitor and YouTube video tracker.
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ShortsMonkey Editorial
Product & Content
Report10 min read
Viral Video Analyzer: 15,000 cached records and what they teach us
A walkthrough of the nightly job that turns cached data into a Viral video analyzer, complete with regional slices and action items for SEO.
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ShortsMonkey Data Lab
Data & Insights
Blueprint9 min read
Use our stack to go from 0 to 10K subscribers in 90 days
The exact cadence we tested: research with cache presets, publish with guardrails, and let monitors dictate the next sprint.
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ShortsMonkey Editorial
Growth Lead
Playbook8 min read
How we built a YouTube Shorts analytics tool on top of our cache
Shorts data flows through the same stack, so we can explain what the algorithm wants and where teams should spend editing hours.
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ShortsMonkey Editorial
Shorts Strategist