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Signal key

layoff_signal

Category

Decline

Source

Company Professional Network page (employee count field).
Employee count dropped sharply in a single interval.

When it fires

Trigger condition

employee_count drops ≥ 10% in a single crawl interval.

Magnitude

High by definition (≥10% threshold).
For the full bucket definitions used across percentage-based signals, see Magnitude buckets.

Why it matters

A drop that sharp almost always means a layoff event. Layoffs reshape budgets, freeze new purchases, and shuffle the buying committee. Knowing a layoff happened lets you pause cold outreach or, for efficiency products, reframe around doing more with less.

How to read it

Budget freeze

Layoffs usually come with a spending freeze, time outreach carefully.

Committee shuffle

Decision-makers may have left, re-map the account.

Efficiency reframe

Tools that cut cost or replace headcount can still land.

Outreach playbook

Pause expansion pitches. For cost-saving tools, lead with consolidation and ROI.

Mass Layoff Signal

Employee count dropped severely in a single interval.

Employee Decrease

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

Hiring Freeze Signal

Open roles collapsed while headcount stayed flat or fell.

Decline Signal

A company shows a clear distress pattern.

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