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Signal key

restructuring_signal

Category

Composite

Source

Composite of churn, headcount, and consolidation signals.
A company is undergoing major restructuring.

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When it fires

Trigger condition

leadership_churn_spike AND employee_decrease AND (office_consolidation OR mass_layoff_signal) within 90 days.

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Magnitude

High, major restructuring underway.
For the full bucket definitions used across percentage-based signals, see Magnitude buckets.

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Why it matters

Major restructuring is underway. Leadership churn, headcount loss, and either office consolidation or mass layoffs together signal a company in deep transition, the buying committee, budgets, and priorities are all in flux.

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How to read it

Deep transition

Multiple decline signals confirm major restructuring.

Everything in flux

Committee, budget, and priorities are all changing.

Wait or reframe

Pause until the dust settles, or pitch cost reduction.

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Outreach playbook

Caution. Re-qualify entirely once the restructuring settles.

Leadership Churn Spike

Multiple senior leaders departed in a short window.

Employee Decrease

A company’s employee count dropped by at least one.

Office Consolidation

Multiple office closures in a short window.

Mass Layoff Signal

Employee count dropped severely in a single interval.

Risk Score

A nightly composite score ranking a company’s decline and risk.

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