How to Read Benchmark Percentiles

Percentiles help marketers understand where they stand in the landscape, not just what the average looks like.

Last updated March 2026

Support Page

PurposeAuthority
StatusIndexable
UpdatedMarch 2026
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Percentiles are rank, not raw performance

A percentile tells you where a result sits relative to a comparison set. It does not tell you the absolute size of the gap by itself.

PointDetail
Percentiles are rank, not raw performanceA 70th-percentile campaign performed better than 70% of comparable observations
Percentiles are rank, not raw performancePercentile context matters more when the cohort is tightly defined
Percentiles are rank, not raw performancePercentiles work best alongside median and quartile context

Median, quartiles, and spread

Median explains where the center of the market sits. Quartiles show the range. Percentiles help marketers locate their own position inside that range.

PointDetail
Median, quartiles, and spreadMedian explains where the center of the market sits. Quartiles show the range. Percentiles help marketers locate their own position inside that range.

How to use percentile framing in reporting

Percentiles are useful for explaining market-relative position to leadership because they turn abstract averages into a clearer story about standing and movement.

PointDetail
How to use percentile framing in reportingUse percentile to frame relative position
How to use percentile framing in reportingUse median to frame the central benchmark
How to use percentile framing in reportingUse the gap to explain what must improve next

Why This Page Matters

A plain-English guide to percentiles, quartiles, medians, and ranked benchmark positioning.

E-E-A-T support

Support pages strengthen benchmark credibility and give users a trustworthy explanation of the data model.

Internal linking bridge

These pages should connect core benchmark hubs, definitions, and comparison themes so no important page becomes orphaned.

What This Support Layer Should Do

  1. Percentiles are rank, not raw performance — A percentile tells you where a result sits relative to a comparison set. It does not tell you the absolute size of the gap by itself.
  2. Median, quartiles, and spread — Median explains where the center of the market sits. Quartiles show the range. Percentiles help marketers locate their own position inside that range.
  3. How to use percentile framing in reporting — Percentiles are useful for explaining market-relative position to leadership because they turn abstract averages into a clearer story about standing and movement.

Frequently asked questions

How should I explain benchmark percentiles?

Use them as rank language: your performance sits above or below a share of comparable campaigns, based on a defined benchmark group.

Why do percentiles and medians?

They work best together because percentile shows position while median shows where the market center actually sits.

Related benchmarks

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