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Signal report

Why This Forecast Works

Researched through 2026-09-22. Unverified fields are intentionally left unresolved.

  • Historical appearances: 2017.
  • Research-only library record. It is intentionally excluded from scoring and the public Top 100 until current evidence is reviewed.
  • Researched through 2026-09-22. Unverified fields are intentionally left unresolved.
  • Batch 09 research cutoff: 2026-09-22.
  • Atlanta timing: NONE_FOUND
  • Research Batch 07 (COMPLETE): Management, label, album cycle, and existing official image credit are resolved.
  • Research Batch 07: listed research gaps resolved.

Forecast factors

Pressure Breakdown

This is the weighted case behind the ranking. It explains where the Forecast Index comes from without pretending the number is a literal probability.

  • Agency relationship+2

    ROAM has a meaningful recent Shaky/C3 footprint.

  • Active Cycle+2

    Correlated activity evidence is bundled with diminishing returns: release (2).

  • Shaky genre fit+3

    Historical Shaky Knees performer awaiting current artist, touring, and genre-fit research.

  • Returner sweet spot+3

    Margaret Glaspy last played in 2017, which sits in the ideal return window.

Forecast Index: 10

Routing map

Festival Fronts

  • No festival fronts are currently on the desk.

Release climate

Music Weather

Album

I Am Both

Status

2026 Album

Release

Aug 7, 2026

2027 Touring

No confirmed 2027 North American tour is currently on the desk

Official ATO release page documents the 2026 album.

Forecast Impact

+1 release-climate points

Margaret Glaspy carry verified new-music momentum, which helps explain why the forecast keeps them active in the 2027 booking conversation.

Margaret Glaspy — Research Batch 07 release
  • No tour conditions are currently on the desk.

Historical conditions

Shaky History

Past appearances2017

Receipts

Sources

These are the receipts behind this ranking. Each source is tagged by what it contributes to the case.