The problem category

Visibility is not influence.

A programme can be busy, visible, and well reported yet leave a basic question unanswered: what changed, and what evidence supports that conclusion? AGC calls this the Proof Gap.

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A red sphere at the lowest point of a rocky canyon at golden hour

The definition

The distance between doing the work and proving what changed.

The gap appears when activity, claim, evidence, and adoption do not line up. Communications can expose the mismatch. Repairing it may require changes to the claim, the evidence, the programme logic, or the way partners work.

Recognition

What the gap looks like inside an organization

01

Activities cannot be connected to documented changes in decisions, behaviour, or institutional response.

02

Partners describe the same programme’s influence in materially different ways.

03

Reach, engagement, and visibility are treated as evidence of adoption.

04

Evidence exists, but it does not support the programme’s central claims.

05

The team cannot name the decision or behaviour it is trying to influence.

06

Public language is stronger than the evidence available to defend it.

Diagnostic logic

Five questions expose the gap.

The diagnostic starts with the claim the organization needs others to accept or use. It then tests what supports that claim, how the expected decision moves, and where the account becomes uncertain.

01Action

What did the organization actually do?

02Claim

What does it say changed as a result?

03Proof

What evidence supports that claim?

04Adoption

Who used, repeated, or acted on the idea?

05Risk

What could be affected by how the claim is communicated?

The cost

When the gap remains unresolved

Teams compensate with more outputs, denser reporting, and stronger language. The volume increases while the evidentiary weakness remains.

Partners defend different versions of the same achievement. A shared programme becomes institutionally fragmented at the moment it needs to present a coherent account.

Decision-makers receive claims they cannot confidently repeat or use. The idea is heard, but it does not enter a decision, policy, plan, or routine.

Political, donor, and stakeholder relationships become more exposed because the organization has not agreed what it can credibly say.

A focused first step

Proof Gap Diagnostic

AGC examines a live claim, the evidence behind it, the people expected to use it, the route to a decision, and the risks of saying too much or too little.

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