Methodology

What “source-backed” has to mean before it means anything

Almost every research tool now says its answers are sourced. The word only earns its place when four specific things are true.

Published
2026-09-17
Updated
2026-09-17
By
PropTrova editorial

The short answer

In one paragraph

A conclusion is source-backed only when you can see the record it came from, the date it was read, what it said at that moment, and which parts of the conclusion are inference rather than record. A list of links at the bottom of a page satisfies none of those tests.

Scope. Methodology. Applies to PropTrova's own Preliminary Due Diligence.

One: the source is attached to the sentence, not the page

A page-level bibliography cannot be checked. When five sources sit under twenty conclusions, no reader can tell which supports which — and in practice, some support none of them. The unit of provenance must be the claim.

Two: the record is kept as it stood

Public records change, and pages disappear. A citation to a URL that no longer says what it said is worse than no citation, because it looks like diligence. The record must be retained, dated and fingerprinted at the moment it was read, so a reader six months later sees what the analyst saw.

Three: inference is labelled as inference

Most useful conclusions in commercial real estate are inferred from incomplete record. That is legitimate — but only when it is declared. Mixing an established fact and a reasonable inference in one confident sentence is the single most common failure of automated research.

Four: the gaps are stated as plainly as the findings

What the record does not reach is part of the answer. A paper that lists only what it found invites the reader to assume nothing else exists. Naming what was sought, from whom, and why it could not be established is not weakness; it is the part a professional reader checks first.

The test

  • Can you click a single conclusion and see the records beneath it?
  • Was each record dated and kept as it stood?
  • Does the paper distinguish what is established from what is inferred?
  • Does it say where it could not reach, and what that limits?
If a conclusion cannot be opened, it is an opinion with a footnote.

What this does not do

Stated limits

This describes a standard, not a guarantee of coverage. Source availability, freshness and depth vary by jurisdiction and by asset.

What this rests on

  • PropTrova evidence custody and provenance design

See what PropTrova can establish about an opportunity.

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