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I Built an API That Tracks Viral TikTok, Reels, and YouTube Shorts Content in Real Time

Short form video is now the biggest discovery engine on the internet. Trends start on TikTok, spread to Reels, spill into YouTube Shorts, and then blow up everywhere else. The problem is that developers have never had a clean way to…

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Short form video is now the biggest discovery engine on the internet. Trends start on TikTok, spread to Reels, spill into YouTube Shorts, and then blow up everywhere else. The problem is that developers have never had a clean way to monitor this in real time.



So we built one.



This is the Virlo API... It gives you a fast way to search for viral content across TikTok, YouTube Shorts, and Instagram Reels based on your keywords. It returns fresh videos, metadata, and breakout signals you can use to build your own tools, dashboards, or AI agents.



Below is a quick breakdown of how it works and how you can use it.



What the API Does :)



Virlo collects millions of videos per day from TikTok, YouTube, and Instagram. It ranks everything using velocity, niche patterns, creator history, and keyword matching. You can run a keyword search against all platforms at once, get an orbitId, and pull results when the job is ready.



Developers have used it to build trend trackers, competitor monitors, UGC product scrapers, and short form content research tools.



Quick Example



Here is a simple keyword search...



POST



https://api.virlo.ai/orbit/keyword-search



Body



{

"name": "AI Coding Tools",

"keywords": ["ai coding", "auto code", "dev tools"]

}



This queues a job and returns an orbitId. Then you poll.



GET



https://api.virlo.ai/orbit/results/:orbitId



If the job is ready you get a structured list of videos across platforms with performance metrics, keyword match data, upload timestamps, engagement, and early velocity scoring, etc



What You Can Build With It // What We've Seen



• Trend detection dashboards

• Creator analysis tools

• UGC and product discovery engines

• Real time signals for marketing teams

• Scripts for AI agents that react to new content

• Tools that compare formats across platforms

• Growth tools that track niches over time



If your app needs to know what people are watching right now, this is the fastest way to get it.



Why Real Time Matters



Most analytics platforms only show historical data. Virlo is built for discovery in the first hour. Breakout signals happen fast and developers are starting to treat short form video like a data stream rather than a social network.



Creators use it to reverse engineer formats. Agencies use it to watch new niches. Founders use it to power recommendation engines. Developers use it to build tools that feel alive.



Docs and Access



Full documentation is here: https://dev.virlo.ai



You can plug it into Python, Node, or any environment that supports REST.



If you want a starter repo, a demo script, or a small walkthrough, just comment and I will post one.



Email me at [email protected] if interested in discussing in more detail diff usecases

SOC Incident Playbook: Vulnerability Remediation & Verification
Syntax validiert (0 Fehler)
title: Detect Exploitation - I Built an API That Tracks Viral TikTok, Reels, and YouTube Shorts Content in Real Time
id: 9446ec17-ff21-401c-95d2-c30613f00a8f
status: experimental
description: Automatisch generierte SIEM-Erkennungsregel basierend auf CTI Intelligence
references:
  - https://tsecurity.de/
author: iShareStuff CTI Automated Detection Engine
date: 2026-09-24
logsource:
  category: network_connection
  product: any
detection:
  selection:
      CommandLine|contains:
        - 'exploit'
  condition: selection
falsepositives:
  - Legitime administrative Zugriffe oder Penetrationstests
level: high
tags:
  - attack.initial_access
Syntax validiert (0 Fehler)
rule CTI_Threat_Indicator {
    meta:
        author = "iShareStuff CTI Automated Detection Engine"
        date = "2026-09-24"
        description = "YARA Signature for "
    strings:
        $str = "I Built an API That Tracks Vir" ascii wide
    condition:
        any of them
}
Syntax validiert (0 Fehler)
index=security sourcetype IN ("cisco:asa", "pan:traffic", "zeek_conn", "suricata", "WinEventLog:Security")
("I Built an API That Tracks Viral TikTok ")
| stats count earliest(_time) as first_seen latest(_time) as last_seen by src_ip, dest_ip, dest_host, signature
| eval first_seen=strftime(first_seen, "%Y-%m-%d %H:%M:%S"), last_seen=strftime(last_seen, "%Y-%m-%d %H:%M:%S")
| sort - count
Syntax validiert (0 Fehler)
message: "*I Built an API That Tracks Viral TikTok *"
Syntax validiert (0 Fehler)
CommonSecurityLog
| where Message has "I Built an API That Tracks Viral TikTok "
| summarize EventCount = count(), FirstSeen = min(TimeGenerated), LastSeen = max(TimeGenerated) by SourceIP, DestinationIP, DestinationPort, Activity
| extend DetectionRule = "iShareStuff-CTI-Compiled"
| sort by EventCount desc
🎯
MITRE ATT&CK Matrix Navigator 14 Taktiken
Reconnaissance
-
Resource Development
-
Initial Access
Execution
Persistence
-
Privilege Escalation
Defense Evasion
Credential Access
-
Discovery
-
Lateral Movement
-
Collection
-
Command and Control
Exfiltration
-
Impact
tsecurity.de Cognitive Threat RAG
Fokus-Vektor:

Kognitive Analyse für identifizierte Bedrohung: Erhöhte Bedrohungslage im Bereich I Built an API That Tracks Viral TikTok,.... Basierend auf 368k Vektor-Korrelationen werden sofortige Isolationsmaßnahmen für betroffene Endpunkte empfohlen.

🛡️ Angriffsfläche & Exposure

Netzwerk/Remote-Zugriff ohne Vorauthentifizierung möglich.

⚡ Empfohlene Sofortmaßnahmen
  • 1. Perimeter-Inspektion: Relevante Portfreigaben und exponierte Endpunkte unverzüglich scannen.
  • 2. Patch-Applikation: Hersteller-Hotfix einspielen oder betroffene Daemons in isolierte DMZ-Segmente überführen.
  • 3. Telemetrie & EDR-Alerts: Prozessaufrufe und Child-Processes auf anomale Shell-Spawns überwachen.
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