botted-playlist-auditor

Detect fake streams and botted playlists on Spotify and Apple Music using four red-flag signals.

Updated Jul 29, 2026

Search Tags:#spotify #bot detection #curator #music marketing #fake streams #playlist audit #streaming fraud

Ready to run

npx skills add https://github.com/chrisschouk/chrisscho-uk-marketing-skills --skill botted-playlist-auditor-chrisschouk

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: botted-playlist-auditor
Source: https://github.com/chrisschouk/chrisscho-uk-marketing-skills/tree/main/skills/spotcheck/botted-playlist-auditor
Command: npx skills add https://github.com/chrisschouk/chrisscho-uk-marketing-skills --skill botted-playlist-auditor-chrisschouk

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Independent artists and labels risk streaming strikes, takedowns, and wasted money when they pitch or pay for placement on playlists inflated by bot farms. This Skill identifies artificial streaming patterns before you commit, protecting your catalogue from Spotify artificial streaming flags. ## Core Features & Use Cases - Four Red-Flag Signals: Checks stream-to-follower ratio anomalies, geographic concentration spikes, track rotation velocity, and curator payment red flags. - Structured Audit Output: Produces an Authenticity Score (0-100%), a list of detected red flags, and a verdict of SAFE, CAUTION, or HIGH RISK with a recommended action. - Use Case: Before paying a curator for placement on a 15k-follower playlist, run an audit. If 78% of streams come from one server-farm city and the playlist wipes all tracks every 72 hours, the verdict is HIGH RISK and you avoid the placement. ## Quick Start Audit the playlist 'Indie Vibes 2026' for fake streams and tell me whether it is safe to pitch my track to it.

Frequently Asked Questions about botted-playlist-auditor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I check if a Spotify playlist has fake streams?▼

Check four signals: stream-to-follower ratio, geographic concentration, track rotation velocity, and curator payment behaviour. Organic playlists show 50-300 monthly streams per 1,000 followers, distributed across major music cities with consistent genre themes.

What is a normal stream-to-follower ratio for playlists?▼

An organic playlist generates roughly 50-300 monthly streams per featured track per 1,000 followers. A ratio like 500 followers producing 50,000 streams overnight, or 100,000 followers yielding 10 streams, indicates botting.

Can botted playlists get my music removed from Spotify?▼

Yes. Spotify flags artificial streaming and can issue strikes or takedowns against your track even if you did not buy the streams. If added to a botted playlist, request immediate removal and monitor Spotify for Artists daily.

What are red flags when a playlist curator contacts me?▼

Red flags include requests for direct PayPal or crypto payment for guaranteed stream counts, contact via automated Telegram bots, and promises of specific stream numbers. Legitimate curators use official submission forms, email, or verified social profiles.

When should I audit a playlist for bot activity?▼

Audit before pitching any playlist, especially if the curator requests payment. Also audit within 48 hours of being added to an unfamiliar playlist, or when Spotify for Artists shows a sudden stream spike from one geographic location.