First-order effects

• BeReal must defend the credibility and comparability of its audience metrics to advertisers, partners, employees, and prospective investors; the two figures imply sharply different views of the app’s scale.
• Outside observers have less confidence in using any single engagement dataset to assess BeReal, because the company and Similarweb are reporting incompatible activity levels.

Second-order effects

• Brands and creators considering participation will likely seek clearer evidence of active reach and audience quality rather than relying on install totals or one vendor’s estimate.
• Rival social apps can use the uncertainty around BeReal’s retention narrative to argue for their own engagement reporting, while analytics providers face pressure to explain methodology and coverage limits.

Third-order effects

• The episode points to a broader measurement problem for consumer social products: private-platform metrics and third-party panels can produce divergent narratives about retention, making standardized disclosure more valuable if monetization depends on audience scale.
• If engagement becomes the central constraint rather than acquisition, social platforms may increasingly adapt product and commercial models to prove recurring use—an arc visible in BeReal’s later move to admit brands and celebrities.