peekpandaRevenue and download estimates
How to read the case-file download and revenue estimates without mistaking them for measured results.
Download Markdown ↓Case files can show estimated monthly downloads and revenue. Both are clearly labelled PeekPanda estimates, not measured downloads or reported revenue.
Monthly download and revenue estimates on a case file, each marked Estimate.
Use them to investigate relative scale and changes over time. Do not use them as an app’s actual downloads, reported revenue, profit, or valuation.
Download estimates
Download estimates are directional PeekPanda estimates, not measured downloads.
Where there is not yet enough evidence to support an estimate, it remains unavailable. That is not a zero. After a valid estimate exists, a missed collection or newer evidence that cannot support a new reading keeps that estimate visible with its original As of date until newer evidence can support another one.
Revenue estimates
Revenue estimates are directional PeekPanda estimates, not reported revenue. Apps without enough evidence may have no revenue estimate.
Compare estimates only in a comparable context, such as the same storefront, category, and observation period. For a financial decision, validate the finding with first-party evidence.
Reading the panel
Each point on an estimate timeline is tied to an observation date. When a prior estimate is available, the displayed change compares it with the preceding valid estimate. Missing points remain gaps rather than being treated as zero, while summary views retain the latest valid value and disclose its age.
On sortable views, unavailable estimates sort separately from available values so they do not read as the smallest result.
Related
AI agent or LLM? Read this page as markdown