# Shuffle groups | Hiper Musicas

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

Canonical artist page: https://hipermusicas.com/shuffle-groups
Full AI reference: https://hipermusicas.com/shuffle-groups/llms-full.txt
Generated: 2026-09-17 18:20 UTC

## Discovery links

- Artist page: https://hipermusicas.com/shuffle-groups
- Compact AI file: https://hipermusicas.com/shuffle-groups/llms.txt
- Full AI catalog file: https://hipermusicas.com/shuffle-groups/llms-full.txt

## Identity

- Entity type: Music artist
- Name: Shuffle groups
- Visible lyric pages: 3

## Current catalog snapshot

- Source: HiperMusicas live database for artist `shuffle-groups`.
- Generated on request: 2026-09-17 18:20 UTC
- Catalog fingerprint: lv-artist-66a802392a2a7baa
- Visible lyric pages: 3
- Pages with stored lyric text: 3
- Video-backed song pages: 0
- Song pages with HiperMusicas editorial notes: 0
- Total stored lyric character signal: 3759
- All-time HiperMusicas visits: 1
- Monthly HiperMusicas visits: 0
- Weekly HiperMusicas visits: 0
- Top catalog titles by all-time HiperMusicas signals: Inshouha Renoir no You ni, PuriPuri Pink - Hitoshirezu Mune wo Kanaderu, and Sexy Otona Jan - Onna, Kanashii, Otona
- 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

Shuffle groups is indexed on HiperMusicas with 3 visible lyric pages, including Inshouha Renoir no You ni, PuriPuri Pink - Hitoshirezu Mune wo Kanaderu, and Sexy Otona Jan - Onna, Kanashii, Otona. 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. Inshouha Renoir no You ni — https://hipermusicas.com/shuffle-groups/inshouha-renoir-no-you-ni
2. PuriPuri Pink - Hitoshirezu Mune wo Kanaderu — https://hipermusicas.com/shuffle-groups/puripuri-pink-hitoshirezu-mune-wo-kanaderu
3. Sexy Otona Jan - Onna, Kanashii, Otona — https://hipermusicas.com/shuffle-groups/sexy-otona-jan-onna-kanashii-otona