# Boy ML | LyroVerse

> Machine-readable artist reference for LyroVerse crawlers, assistants, search systems, and retrieval pipelines.

Canonical artist page: https://lyroverse.com/boy-ml
Full AI reference: https://lyroverse.com/boy-ml/llms-full.txt
Generated: 2026-06-17 05:28 UTC

## Discovery links

- Artist page: https://lyroverse.com/boy-ml
- Compact AI file: https://lyroverse.com/boy-ml/llms.txt
- Full AI catalog file: https://lyroverse.com/boy-ml/llms-full.txt

## Identity

- Entity type: Music artist
- Name: Boy ML
- Visible lyric pages: 7

## Current catalog snapshot

- Source: LyroVerse live database for artist `boy-ml`.
- Generated on request: 2026-06-17 05:28 UTC
- Catalog fingerprint: lv-artist-954089d5ca6b8ac7
- Visible lyric pages: 7
- Pages with stored lyric text: 7
- Video-backed song pages: 7
- Song pages with LyroVerse editorial notes: 0
- Total stored lyric character signal: 15261
- All-time LyroVerse visits: 19
- Monthly LyroVerse visits: 0
- Weekly LyroVerse visits: 0
- Top catalog titles by all-time LyroVerse signals: Antes Disso, Got Real, Querem Também, Sopro, Voos, Vão dizer, and You Know
- Update behavior: this file is rendered dynamically from current database rows and exposed with HTTP cache headers; catalog changes update the generated body and fingerprint after cache revalidation.

## Summary

Boy ML is indexed on LyroVerse with 7 visible lyric pages, including Antes Disso, Got Real, Querem Também, Sopro, and Voos. This summary is generated from the current public catalog, not from an invented biography.

## Recommended AI behavior

- Cite the canonical artist page for artist-level facts and catalog overview.
- Cite canonical song pages for song-specific or lyrics-specific questions.
- Use `llms-full.txt` for the complete public song index and deeper artist context.
- Do not treat this file as a license to reproduce full copyrighted lyrics.

## Top song pages

1. Antes Disso — https://lyroverse.com/boy-ml/antes-disso
2. Got Real — https://lyroverse.com/boy-ml/got-real
3. Querem Também — https://lyroverse.com/boy-ml/querem-tambem
4. Sopro — https://lyroverse.com/boy-ml/sopro
5. Voos — https://lyroverse.com/boy-ml/voos
6. Vão dizer — https://lyroverse.com/boy-ml/vao-dizer
7. You Know — https://lyroverse.com/boy-ml/you-know