How unknowns are handled
Why missing evidence remains visible instead of being converted into a confident answer.
Distinguish unknown from private
An unknown is something the research could not establish from the available record. Private information is different: it may never be available publicly. Current cash, burn, fully diluted ownership, the commercial terms behind a customer logo, and the real authority of a role often sit in this category.
The report labels these states separately because the next action differs. More public research may resolve an unknown. Private information usually requires a direct question to the company.
Record null searches
The evidence ledger records where the system searched and found nothing usable. That lets the report distinguish an unsearched topic from a searched topic with a thin public footprint.
A null search is not evidence that a positive or negative claim is true. It is evidence about the boundary of the public record.
Suppress thin sections
Questions that fail the configured evidence threshold are suppressed instead of being filled with generic prose. The report can say that no usable evidence was found, that only company-authored material was available, or that some independent material exists but is still too thin.
A thin record can look deceptively clean. Suppression prevents silence from being interpreted as safety and makes the missing evidence part of the decision.
Keep insider-only evidence in proportion
If every retrieved culture observation comes from founders, executives, recruiters, or company staff, the report says that the available record is insider-only. Those accounts are not discarded, but they cannot stand in for an independent view.
The candidate can then decide whether to seek former employees, peers, customers, or another outside source before relying on the claim.
Never manufacture runway or ownership
A disclosed funding history can show round amounts and dates. It cannot reveal how much cash remains without current cash and burn. Likewise, an option count cannot reveal ownership without the fully diluted share count and the terms attached to the grant.
The report keeps the known inputs visible, marks the decisive input as private, and generates the question needed to obtain it.
Turn the boundary into a useful question
Every important gap should end in a concrete question rather than a vague warning. “What percentage of the fully diluted company does this grant represent?” is more useful than saying the equity is unclear.
The report prepares the conversation the public record cannot complete. The quality and directness of the company’s answer then become evidence for the candidate.