Rate benchmarks are the most requested and least useful artifact in influencer marketing. A published per-follower figure averages across platforms, formats, categories, and negotiating positions with almost nothing in common, then gets used to argue with one creator about one piece of work.

Three things sit inside the number

Reach is one of them, and rarely the largest. The first is labor: concepting, filming, editing, revisions, and the coordination overhead of working with a brand. The second is the slot. A creator publishes at a cadence, and a sponsored piece occupies a slot that would otherwise have carried something they chose. That is why a dedicated video costs multiples of an integration — one consumes a slot, the other shares it.

The third is audience trust, which depletes with use. Every sponsorship spends a little of the credibility that made the creator worth sponsoring, and a creator who intends to still be working in five years prices accordingly.

Where cost per thousand breaks down

Cost per thousand was built for media inventory, where one impression resembles another. The entire proposition of creator content is that the impression arrives with an endorsement from someone the viewer chose to follow. Reducing that to a volume measure prices away the thing being bought.

It also tilts toward the wrong creators. Broad accounts with weakly engaged audiences produce attractive rates and disappointing outcomes, while specialists with small, precisely relevant audiences look expensive and frequently outperform. Use the measure inside a narrow band — same platform, format, size, and category — or do not use it.

Set the ceiling from your own numbers

The question is not what creators charge. It is what this deliverable is worth to you. Estimate the realistic outcome from the creator’s comparable recent posts, using the median rather than the breakout, which is the number both sides want to plan against and the least likely to repeat. Apply your own conversion and margin assumptions. The most you could pay and still be ahead is your ceiling, and it belongs to your business rather than to a benchmark report.

Then price the package instead of the post. Rights, exclusivity, amplification, extra revision rounds, and rush timing all change what you are actually getting, and one fee held up against one benchmark compares two transactions that were never the same.