Signal key
founded_year_changeCategory
Structure
Source
Company Professional Network page (founded year field).
When it fires
Trigger condition
founded_year value changes. Usually a data correction; emitted with confidence 0.5 and requires confirmation.Magnitude
Low, treated as low-confidence by default.For the full bucket definitions used across percentage-based signals, see Magnitude buckets.
Why it matters
This is usually a data correction, so we set lower confidence and require confirmation. A changed founding year rarely reflects a real event, occasionally it surfaces a merger that reset the founding date, but most cases are corrections.How to use Founded Year Change Signal?
The setup. You are an analyst at a due-diligence firm; lenders and acquirers pay you to find the discrepancies that glossy data rooms omit. Your craft runs on a simple principle: facts that change without explanation are threads worth pulling, and few facts should change less often than the year a company was founded. What you want. Automated flags on identity-level inconsistencies across the companies you monitor for clients, because inconsistency is where diligence findings live. The signal fires.founded_year_change fires for Calloway Freight, a trucking company your client is considering acquiring: the founded year on their profile has moved from 1998 to 2016.
Reading it. There are innocent explanations and interesting ones, and diligence exists to tell them apart. Innocent: a data correction, or marketing aligning the date to a rebrand. Interesting: the 2016 date marks a restructuring the seller prefers not to discuss, a bankruptcy and asset repurchase, a legal entity swap that voided old liabilities, or a “continuity” story stitched over an ownership break. A company that moved its own birthday has a reason, and your client is paying you to know it.
The play.
- Pull the corporate registry history for both dates; the 2016 entity’s formation documents usually answer the question in an afternoon.
- Check what else changed around the same period, name, type, parent signals on the same profile, to reconstruct the event.
- Put the finding in the report either way, a resolved discrepancy builds client trust as much as a damning one, and note which representations in the data room the answer touches.
- Add the pattern to your monitoring playbook; founding-date drift correlates with restructuring history across portfolios, not just this deal.
founded_year_change as a standing tripwire; it fires rarely, and almost never boringly.
Why it lands. Diligence is the business of noticing. This signal notices a category of change designed not to be noticed.
How to read it
Likely correction
Most founding-year changes are data fixes.
Low confidence
Emitted at 0.5 confidence, requires confirmation.
Rare M&A clue
Occasionally reflects a reset founding date post-merger.
Outreach playbook
Related signals
Founded Year Added
A previously missing founded year was populated.
Merger Signal
Two companies merged under a common new parent.
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