VirloVirloVirlo
Start for $0 »
PricingAPIMCP
Sign in with Google
Start for $0 »
VirloVirloVirlo
Start for $0 »
PricingAPIMCP
Sign in with Google
Start for $0 »
Back to Blog
Case StudiesMar 27, 2026

Case Study: How Matthew Berman Built "The Monday Drop"

Learn how agency owner Matthew Berman used the Virlo API and OpenClaw to build an automated outlier video research system, and how it generated over 11 million views for a client.

Nicolas Mauro

Nicolas Mauro

Updated: May 10, 2026Expert Verified
Cover photo of the Virlo logo and the Emarld Digital logo indicating the nature of their effectiveness paired together for this case study.
#virlo#case-study#agency

See What's Trending Right Now

  • Social listening for TikTok, Reels & Shorts
  • Spot viral trends before they peak
  • Turn insights into ads, scripts & briefs
Start Free Trial

The Signal Newsletter

Weekly trend breakdowns, creator insights, and social listening tips — straight to your inbox.

Subscribe Free

See What's Trending Right Now

  • Social listening for TikTok, Reels & Shorts
  • Spot viral trends before they peak
  • Turn insights into ads, scripts & briefs
Start Free Trial

The Signal Newsletter

Weekly trend breakdowns, creator insights, and social listening tips — straight to your inbox.

Subscribe Free

Related Articles

Mapping “Earn Money Online” Demand Through Social Signals

Mapping “Earn Money Online” Demand Through Social Signals

Virlo AI’s Orbit data shows that modern viral moments form as sharp, isolated explosions of attention, driven by platform-specific algorithms, creator trust, and rapid audience feedback loops. Instead of slow, multi-platform growth, trends now peak fast, expire quickly, and reward creators who move first and not those who scale widest.

How Short-Form Content Won Mamdani the Mayor Race

How Short-Form Content Won Mamdani the Mayor Race

How the Meta–FTC Antitrust Decision Went Viral: A Case Study Through the Lens of Orbit

How the Meta–FTC Antitrust Decision Went Viral: A Case Study Through the Lens of Orbit

Get The Signal

Join creators, marketers, and agencies getting weekly trend breakdowns and social listening insights delivered free.

Subscribe to the Newsletter
CTA Background

Stop Guessing. Start Knowing.

Join thousands of digital entrepreneurs using data to take the guesswork out of capitalizing on trends.

Get Started

Footer

Virlo

Copyright © 2026 Red Lab, LLC. All Rights Reserved

The AI agent your content team's been missing.

All Systems Operational
Download on the App StoreFeatured on There's An AI For ThatSimilarLabs Embed Badge
Support byAssistBot
YouTubeLinkedInXInstagramTikTokGitHub
Review us onTrustpilot

Need Help? info@virlo.ai

Virlo

  • Home
  • Pricing
  • Developers
  • MCP
  • Affiliate
  • Manifesto
  • Blog
  • Newsletter
  • Grant Program
  • Contact

Solutions

  • All Solutions
  • UGC Creators
  • E-commerce
  • TikTok Shop
  • SMMA / Agency
  • Social Media Managers
  • UGC Engineers
  • Content Clippers
  • GTM Teams
  • Researchers
  • Local Businesses

Key Features

  • All Features
  • TikTok Profile Analyzer
  • Custom Niches
  • Orbit Search
  • Outlier Detection
  • Niche Analyzer
  • YouTube Creator Research
  • Tracking Center
  • Content Studio
  • Media Generation
  • Smart Collections
  • Account Connect
  • Data Exports
  • Integrations

Free Tools

  • UGC Business Plan Generator
  • Video Idea Generator
  • Hook Generator
  • Hashtag Generator
  • TikTok Username Checker
  • Caption Generator
  • Engagement Calculator
  • Earnings Estimator

Resources

  • FAQ
  • TikTok Glossary
  • YouTube Niche Finder Tools
  • Claude MCP Setup Guide
  • Top 99 TikTok Videos
  • Compare Tools
  • All Free Tools
  • Viral Hooks Database
  • TikTok Niches
  • Trending Products
  • API
  • Partnered Clipping Agent
  • Sitemap
  • RSS Feed

Free AI Agents

  • Social Media OpenClaw Skill

Legal

  • Refund Policy
  • Terms of Service
  • Privacy Policy
  • Cookie Policy
  • Affiliate TOS

Ask AI about Virlo

  • ChatGPT
  • Perplexity
  • Grok
  • Claude
  • Google