1. Growth Projections & Breakout Detection

Growth Projections & Breakout Detection

Group 22 provides forward-looking predictive tools. While other groups tell you what happened, this group tells you what will happen next — with growth projections, trajectory analysis, and breakout detection algorithms.

Growth Trajectory & Projections

Tool: predict_artist_trajectory

Description: The full predictive engine. Generates multi-platform growth projections at 1, 3, and 6 months into the future. Includes velocity (how fast they're growing), acceleration (is growth speeding up or slowing down), and milestone estimates (when will they hit 5M, 10M, 50M listeners?).

{\n  "artist_uuid": "uuid-here"\n}

Output: Projected follower/listener counts per platform at each time interval, with confidence indicators and milestone target dates.

Tool: get_artist_growth_trajectory

Description: A focused version of the trajectory tool. Returns linear and exponential growth projections with estimated dates for reaching key milestones (50M, 100M listeners). Best for quick health checks.

{\n  "artist_uuid": "uuid-here"\n}

Breakout & Trend Detection

Tool: discover_breakout_artists

Description: Combines absolute growth metrics with social-to-streaming conversion ratios to find artists at the inflection point — the moment just before they explode. These are the prime A&R targets: high growth + genuine audience engagement.

{\n  "platform": "spotify",\n  "min_growth_percent": 30,\n  "limit": 20\n}

Tool: analyze_artist_growth_trends

Description: Identifies artists with the highest growth percentage on any platform over a configurable time period. Filter by country, genre, and date range for targeted scouting.

{\n  "platform": "instagram",\n  "limit": 25,\n  "country_code": "MX",\n  "genre": "regional-mexican"\n}

Audience Authenticity

Tool: analyze_social_to_streaming_conversion

Description: Calculates the critical ratio of social media followers to actual streaming listeners. A high follower count with low streams suggests inflated or disengaged audiences. A low follower count with high streams suggests genuine, organic fanbases — the holy grail for A&R.

{\n  "social_platform": "instagram",\n  "min_social_followers": 10000,\n  "genre": "pop"\n}

Tool: analyze_audience_conversion

Description: Measures what percentage of an artist's social followers translate into active monthly listeners on streaming platforms. Detects "empty follower" accounts (high social, low streams) versus organic growth artists.

{\n  "social_platform": "tiktok",\n  "min_social_followers": 50000,\n  "country_code": "US"\n}