Rows vs relationships
Spreadsheets list work. Personify connects customer evidence, bets, metrics, and outcomes.
Comparison
Spreadsheets can list experiments, but Personify helps teams connect evidence, metrics, owners, outcomes, and learning.
Free to start. Built for teams that talk to users and run experiments.
A spreadsheet is easy to start and hard to sustain once multiple triads are shaping, shipping, and reviewing experiments.
Spreadsheets list work. Personify connects customer evidence, bets, metrics, and outcomes.
Personify gives teams clearer reporting and shared learning rollups.
The built-in dictionary keeps metrics, dimensions, events, and experiment types aligned.
Outcomes
Questions
Yes, but they become fragile when teams need evidence, integrations, metric definitions, and learning rollups.
Personify adds AI synthesis, recommendations, a data dictionary, integrations, reporting, and a learning library.
Start with the kit, then use Personify to synthesize, plan, report, and share what your team learns.