How to compare campaign applicants fairly

A fair applicant review uses the same campaign questions and evidence rule for every creator. It does not reward the person who supplied the most polished deck or punish a blank field that the campaign never asked for. Design the comparison sheet before reading applications, preserve unknowns, and document why the selected creator fits this particular job.

Freeze the criteria first

Choose two or three primary criteria from the campaign objective, such as subject relevance, demonstrated format, and schedule. Add necessary commercial checks for scope and rights. Do not change weights after seeing a favored candidate. If the objective changes, version the sheet and review every active applicant again under the new rule.

Separate three kinds of information

Label each entry as public evidence, creator-confirmed information, or unknown. Public evidence might include recent published videos and visible counts observed on a recorded date. Creator-confirmed information might include availability or a voluntarily shared report. Unknown means the team needs a question; it does not mean poor performance or zero.

Compare consistent content samples

For performance context, use the same format, sample size, and observation date. Record median and range when enough comparable videos exist. Keep Shorts and long-form separate. A viral outlier can be relevant, but add the topic and timing context instead of allowing one number to dominate the sheet.

Review the proposed execution

Ask how the product could appear naturally in the channel, what evidence supports required claims, and which part of the creative plan is still tentative. Evaluate whether the creator understood the objective, not whether the creator repeated every brand phrase. A thoughtful alternative can be stronger evidence of fit than automatic agreement.

Normalize terms and timing

Place deliverables, revisions, expenses, payment, disclosure, usage rights, exclusivity, product delivery, draft review, and publication in separate columns. Identify dependencies. A creator cannot be marked late for a deadline that assumes a product arrived before it was sent. Compare amounts only after the included scope matches.

Write a decision record

For the selected applicant and close alternatives, save three statements: strongest evidence, largest unresolved risk, and why the final choice serves the objective. Send respectful, accurate updates to applicants. Retain only the personal data that the campaign legitimately needs and follow applicable retention obligations.

Official sources and limits

YouTube defines multiple engagement metrics separately and describes which public and non-public video data may be shared through brand partner access. Those definitions help teams avoid mixing unlike values, but they do not establish a platform-approved ranking formula.

• YouTube engagement metrics
• YouTube brand partner access
• YouTube Creator Partnerships campaign information

Reviewed September 13, 2026. The comparison sheet supports human review for one campaign. It does not infer protected or private traits, guarantee performance, or replace employment, privacy, or advertising-law advice.