The worst kind of deal evidence is the kind that used to be right.
That is why stale evidence is dangerous. It does not look like a lie. It looks like history. The seller sees a correct note, remembers the meeting, and assumes the meaning has survived. By the time the pursuit is reviewed again, the record is still accurate enough to feel safe and old enough to be misleading.
The problem is not that the fact became false. The problem is that the fact stopped carrying weight.
Truth Has a Shelf Life
A CRM record can make evidence appear permanent after it is entered.
That is a category error. Customer behavior is time-sensitive. A procurement conversation from six weeks ago is not equivalent to a procurement conversation this morning. A corrected business case can be real and still obsolete if the scope changes. A champion can be alive in one cycle and irrelevant in the next.
Evidence age matters because the buyer system keeps moving while the record stays still.
The cleanest examples are the ones in the book: a champion changes jobs, a review stalls, a customer correction ages out, the decision slips behind the seller's label. Nobody lied. Everybody got stale.
Different Old Evidence Needs Different Treatment
Not all stale evidence is equally bad.
Some old evidence remains stable because the underlying condition is stable. Some is changed-old because the scope or owner has moved. Some is silent-old because no one has spoken since the note was written. Some is contradicted-old because new behavior directly weakens the old claim.
That distinction matters because the right next move is different in each case.
Stable-old needs a light confirmation. Changed-old needs a reset. Silent-old needs a question. Contradicted-old needs a downgrade.
If the team treats all four as the same, it loses the distinction needed to choose a proportionate response. It may waste time re-proving stable facts or keep contradicted claims alive.
The Record Must Tell You What Needs Refreshing
The operational improvement proposed here is not more data. It is better refresh logic.
The record should make it obvious which claim is old, why it is old, and what would prove it current again. That turns inspection into action. It also gives managers something more useful than "check in again."
A good refresh question does three things:
- Names the evidence that is aging.
- Names the reason the age matters.
- Names the next customer action that would update the claim.
That is more honest than pretending the timestamp on the note is enough.
In the book, the change matters because it stops the team from forecasting April into July. It also makes the seller face a harder but better question: what part of this pursuit is still real enough to keep investing in, and what part only feels real because I remember it vividly?
Stale Evidence Can Protect the Story
Stale evidence can persist because it protects the existing story. Reclassifying a formerly useful note can force a downgrade, expose an unknown, or remove apparent progress. A team may therefore keep using old evidence because doing so postpones a near-term loss.
The loss is deferred, not removed.
That is why evidence age is a leadership issue, not merely a reporting detail. If managers reward comfort more than freshness, the system invites stale claims to retain authority. If they reward timely correction, the forecast may look worse immediately while becoming more inspectable.
What Good Looks Like
A healthy pursuit record does not merely contain evidence.
It contains evidence with an expiration logic.
The team should know:
- what was last seen;
- when it was seen;
- whether the underlying condition is still stable;
- what changed since then;
- what new customer action would refresh or invalidate it.
That is enough to keep the record alive.
If the team cannot answer those questions, the pursuit is not well understood. It is only well recorded.
The Practical Standard
Evidence can stay true and still become unusable.
That is the standard to remember. The job of the system is not to preserve every true fact. It is to preserve the facts that still explain the customer's next move. When a fact no longer does that, it should be treated as stale until refreshed.
That is not a claim to perfect knowledge. It is a discipline for respecting that customer decisions can change while the record stands still.
Source note: This Essay is an authored operating argument derived from The Pursuit. It does not report customer results, external research, or product performance.