Five questions before you use a creator marketing benchmark

1. How far did the content travel?

A reach figure needs context: platform, format, audience and reporting window. Ask whether the figure describes unique accounts, impressions or reach relative to a creator’s follower count. Those measures cannot be used interchangeably.

If the question is whether content travelled beyond the existing audience, ask how that was measured. Dividing reach by follower count gives a ratio; it does not identify which viewers were followers.

• Keep paid and organic delivery separate.
• Compare the same formats and reporting windows.
• Ask for the distribution of results, rather than relying on the strongest post.

2. What counts as engagement?

Write the calculation beside the number. Which actions are included: likes, comments, saves, shares? Is the denominator followers, reach, impressions or views? A different denominator can change the interpretation of the result.

Check whether the comparison groups have similar creator sizes, markets and content formats. A difference between platforms does not, by itself, tell you which platform to choose for your campaign. Your audience and the job of the content still matter.

3. When did people click, and what happened next?

A click total describes an action. To use it for planning, ask where the link appeared, when the content went live and how long clicks were collected. Confirm the timezone before drawing conclusions about a day or hour.

Separate click timing from click-through rate. One describes when clicks happened; the other needs an agreed exposure denominator. Then follow the journey to the destination: a visit, completed form and qualified brief are distinct outcomes.

• Check whether the count includes repeat clicks.
• Compare equivalent time since publication.
• Keep tracking gaps visible when comparing formats.

4. How much of the video was watched?

A completion percentage needs the video length beside it. Watching a quarter of a short clip and a quarter of a longer video involves different amounts of time. Check the platform’s view definitions and whether the comparison includes organic or paid delivery.

Use drop-off patterns to frame a creative test. Review the opening, product visibility and message, then decide which change you want to test. A historical viewing pattern does not establish that a particular edit will improve the next campaign.

5. Which costs and outcomes are being compared?

Confirm whether the cost includes creator fees, production, usage, management and paid media. State the currency and period. A rate card and the final cost of delivered work describe different things.

Choose a denominator that fits the question: impressions, engagements, clicks or a defined commercial outcome. Ask for the median and the spread, along with the number and type of observations. Cheap delivery alone does not establish that the intended audience or business objective was reached.

Turn the comparison into a decision

For each benchmark you want to use, record its source, period, sample, definition and limitations. Then write the decision it will inform: creator selection, content format, distribution, measurement or budget.

If those details are missing, treat the figure as a question to investigate. Bring the questions into the brief so the campaign team can propose a comparison that fits your market and objective.

• Source and date of the analysis.
• Included markets, platforms, formats and creator groups.
• Metric definition and denominator.
• Sample size, distribution and exclusions.
• The specific decision this evidence will inform.