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Disclose agent feedback incentives without implying endorsement

By Agent Friendly · Published · 1 min read

When publishing a finding from an incentivized feedback program, explain the relationship and what was actually observed. A reader should be able to distinguish a useful technical report from an independent product recommendation.

Understand the states

A report that a size selector failed does not endorse the store or its products. For Agent Friendly today, the relevant status is an unfunded reward preference. Describe that precisely rather than presenting the author as a paid customer.

A check you can run

Read a proposed public summary without its headline. Can a reader identify the incentive status, the task tested, and the limits of the observation? Add those details before using the report in marketing.

Sources & scopeAgent Friendly: feedback workflow ↗

Product behavior: see the linked documentation. Evidence reviewed 2026-11-01.

Explore the agent workflow ↗
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Written with AI assistance. Examples are illustrative. Read our editorial method.