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Signal key

decline_signal

Category

Composite

Source

Composite of headcount, hiring, and activity signals.
A company shows a clear distress pattern.

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When it fires

Trigger condition

employee_decrease AND jobs_dropped_to_zero AND page_dormant within 90 days.

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Magnitude

High, a clear distress pattern.
For the full bucket definitions used across percentage-based signals, see Magnitude buckets.

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Why it matters

A clear distress pattern to flag. Shrinking headcount, zero open roles, and a silent page together paint an unambiguous picture of contraction, a strong signal to pause expansion outreach or, for efficiency tools, to reframe around survival and cost.

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How to use Decline Signal?

The setup. You run credit and finance operations at a wholesale electronics distributor. Your customers buy on net-60 terms, and your bad-debt losses have a pattern that haunts the postmortems: the warning signs were public for months before the invoice went unpaid, shrinking teams, quiet channels, leadership walking out. You just were not looking. What you want. A systematic distress screen across your receivables book, so credit decisions use tomorrow’s information instead of last year’s financials. The signal fires. decline_signal fires for Redgate Retail, a customer carrying a mid-six-figure credit line: the composite has aggregated sustained headcount decline, hiring collapse, and audience decay into a clear distress pattern. Their payment behavior, notably, is still fine, invoices land a few days late at worst. Reading it. Payment behavior is a lagging indicator; companies pay their suppliers right up until the week they cannot. The composite is the leading version of the same story, and the gap between the two is your entire window to act. Credit risk managed at the distress-signal stage costs terms adjustments; managed at the missed-payment stage, it costs write-offs and lawyers. The play.
  1. Tighten quietly and gradually: shorten new-order terms, lower the exposure ceiling, require deposits on unusual volumes, ordinary-course moves that protect you without humiliating them.
  2. Have sales stay close; a struggling customer treated respectfully is a loyal customer if they recover, and an orderly wind-down of exposure if they do not.
  3. Cross-check against your own data, order frequency and size trends, and escalate to credit-hold criteria only when both public and internal signals agree.
  4. Log every fire and outcome; within a year you will know the signal’s real precision on your book and can set policy on evidence.
Automate it. Your receivables list against the Company Signals API on decline_signal, reviewed monthly with credit committee discipline, turns public decay into portfolio protection. Why it lands. Every write-off postmortem finds visible warnings. This signal moves them from the postmortem to the agenda.

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How to read it

Distress

Three aligned decline signals confirm real contraction.

Pause expansion

Net-new spend is unlikely in this state.

Efficiency angle

Cost-cutting tools may still find a fit.

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Outreach playbook

Strong caution. Pause expansion pitches; consider cost-reduction positioning.

Employee Decrease

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

Jobs Dropped to Zero

A company that had open roles now has none.

Page Dormant

The company stopped posting for an extended period.

Risk Score

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

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