Creator earnings data intelligence
A transparent layer for comparing scenario ranges across milestones, markets and creator niches.
Official platform rules are kept separate from editorial benchmark inputs.
1K → 10M scenario matrix
Use the benchmark explorer on the full benchmarks page for interactive market and niche controls.
Audience country
Country context can change the editorial scenario model where supported.
Content niche
Niche factors are scenario inputs, not platform-published rates.
Content format
Long-form, Shorts, Reels, Live and Stories can use different scenario contexts.
Different platforms need different models.
A million YouTube views, a million TikTok qualified views, and a million X qualified impressions are not the same economic unit. The intelligence layer keeps those models separate instead of manufacturing false precision.
Every calculator shows the model type, editable assumptions and primary documentation used to define the model.