Find breakout content, monitor competitors, and turn research from TikTok, Reels, and Shorts into creative briefs and client reports.
Research in a shared workspace or connect Virlo’s data to your own tools and AI workflows.
Real client-category research — skincare
View full report →@asupriya2 · 5.8M views
Day-by-day acne progress — compelling visual proof.
@becomingherwithpooja · 147K views
Casual GRWM retinol routine — 10.6x this creator’s usual views.
@kanishkarunija · 4.4M views
Basic routine with accessible products (Cetaphil).
Top pattern: affordable dupes & drugstore finds — present in 20 of 240 videos analyzed, the largest single theme in this category.
Research across every short-form platform your clients care about
Emerald Digital built The Monday Drop using Virlo's API and OpenClaw. The workflow surfaces breakout content, analyzes what's working, and develops content concepts for clients — every Monday, automatically.
Research
Source videos and their performance, pulled weekly
Analysis
7-dimension breakdown of hooks, formats, and themes
Deliverable
Client-facing content concepts, in their brand voice
Explore a real category report — source videos, performance comparisons, observed patterns, and ideas to test, clearly separated from the findings. No form required.
Run research agents, review findings, and export reports in Virlo's shared workspace — or connect the same short-form data to your own tools, AI agents, and automated workflows through the API.
POST /v1/agents/search
{
"keywords": ["affordable skincare finds", ...],
"intent": "Find skincare routines for
everyday consumers",
"platforms": ["tiktok", "instagram", "youtube"]
}
→ 240 videos analyzed
→ 6 breakout creators identified
→ 6 recurring themes, ranked by coverageThe same three steps, run for every client you take on — shown here for a skincare client, start to finish.
Set up research around their category, competitors, and relevant topics across TikTok, Reels, and Shorts.
Find videos outperforming their creators’ usual results. Examine the hooks, formats, and themes worth investigating.
Use the research to develop briefs, prepare pitches, and share recommendations supported by source videos.
Weekly creative planning
Fresh examples for account managers and strategists ahead of every brief.
New client onboarding
Research the category and competitors before kickoff.
Pitch preparation
Bring specific creative opportunities into your next proposal.
Ongoing client intelligence
A recurring research deliverable, structured like The Monday Drop.
“Dude, you guys are about to blow up. You’re on to something, man.”
Matt Berman
Emerald Digital · built The Monday Drop on Virlo API + OpenClaw
Set up your first client research workflow, put the findings into a real brief, and bring your team into the process.
Work with our team to configure your first research workflow and train your account managers.
Most agencies start here
$139/mo billed annually
Included seats
3 seats included · additional seats $10/mo each
Included credits
12,000 credits/mo · a Content Research Agent run costs 100 credits, creator tracking 15/day, video tracking 10/day
Onboarding & support
Priority support included · assisted onboarding available above
API pricing
Usage-based, starting at $5 — see dev.virlo.ai
Example usage
Running a Content Research Agent once a week for 10 client niches uses roughly 4,000 credits a month (10 clients × 100 credits × ~4 runs) — well within the Pro plan’s 12,000 monthly credits, with room left over for creator and video tracking.
Send us their website and the market you want to understand. We’ll put together a sample research report.