YouTube viral video finder
Follow the actual path a query takes inside ShortsMonkey: normalize, score, hit the database, and trigger refresh jobs so your brief already includes proof.
ShortsMonkey Editorial
Product & Content
Peek into the instrumentation that makes our dashboards double as a YouTube channel monitor and YouTube video tracker.
ShortsMonkey Editorial
Product & Content
A walkthrough of the nightly job that turns cached data into a Viral video analyzer, complete with regional slices and action items for SEO.
ShortsMonkey Data Lab
Data & Insights
The exact cadence we tested: research with cache presets, publish with guardrails, and let monitors dictate the next sprint.
ShortsMonkey Editorial
Growth Lead
Shorts data flows through the same stack, so we can explain what the algorithm wants and where teams should spend editing hours.
ShortsMonkey Editorial
Shorts Strategist