How would you measure product-market fit for Frame.io among document workers at global scale

Problem Statement Description

Product context: Adobe is a creative, document, and marketing software company; its products include Creative Cloud, Photoshop, Illustrator, Acrobat, Adobe Express, Firefly, and Experience Cloud.

Adobe wants to understand whether Frame.io has meaningful product-market fit beyond its traditional creative video-review base, specifically for document workers operating at global enterprise scale. These users may collaborate on PDFs, decks, campaign assets, legal or compliance documents, localized content, and approval workflows across teams, time zones, and tools.

In this metrics interview, you are not being asked to design the product or pitch a growth plan. Your task is to define how you would measure whether Frame.io is solving a real, repeatable, valuable problem for document workers, and whether the signal is strong enough to justify continued investment, expansion, or repositioning.

A strong response should account for Adobe’s context: professional creative workflow depth, enterprise trust, collaboration, AI-enabled productivity, and integration with broader document and marketing workflows. You should distinguish product-market fit from simple adoption, campaign-driven signups, or usage caused by bundling.

The experience should consider:

- Who counts as a “document worker” and what denominator you would use across individuals, teams, enterprises, regions, and industries

- The core workflow moments that indicate real value, such as review, commenting, versioning, approval, handoff, compliance, or cross-functional collaboration

- Metrics that capture activation, retention, frequency, depth of collaboration, team expansion, and willingness to pay

- Cohorts by company size, geography, role, document type, workflow complexity, Adobe ecosystem usage, and new versus existing Frame.io users

- Instrumentation needed to distinguish passive file storage from meaningful collaborative work

- Qualitative and quantitative signals that indicate whether users would be disappointed without the product

- Guardrail metrics around trust, privacy, latency, permission errors, notification overload, AI quality, and workflow disruption

- Decision usefulness: how the metrics would inform whether Adobe should scale, iterate, narrow the target segment, or stop investing

The goal is to present a clear measurement approach for product-market fit that is rigorous enough for a global enterprise product, sensitive to differences across document-worker workflows, and actionable for Adobe leadership making investment decisions about Frame.io’s expansion.