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Signal key

specialty_removed

Category

Categorization

Source

Company Professional Network page (specialties array).
A specialty was dropped from the list.

When it fires

Trigger condition

An entry is removed from specialties.

Stored fields

This signal persists the following metadata you can read downstream:
FieldDescription
meta.specialtyThe specialty that was removed.

Magnitude

Low to moderate.
For the full bucket definitions used across percentage-based signals, see Magnitude buckets.

Why it matters

Pruning specialties often means tightening positioning. Removing a specialty signals the company is narrowing its focus or sunsetting a capability, the inverse of specialty_added. Feeds pivot_signal.

How to read it

Narrowing focus

Removing specialties sharpens the company’s positioning.

Sunset capability

May reflect a discontinued service line.

Composite input

Part of pivot_signal.

Outreach playbook

Signals narrowing. Useful context, especially as part of pivot_signal.

Specialty Added

A new specialty was added.

Specialties Count Decrease

The total number of specialties shrank notably.

Industry Removed

An industry was dropped from the company’s list.

Pivot Signal

A company fundamentally changed what it does.

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