Lily starts with the conversation and approval loop.
Use scoped tools from ChatGPT, Claude, or Codex, connect revenue when needed, and progress from analysis to staged writes or app-level Autopilot.
Alternative guide · reviewed August 2026
SplitMetrics publicly emphasizes enterprise-scale Apple Ads automation, ASO, experimentation, and managed expertise. Lily emphasizes an accessible AI workspace, revenue context, and gradual approval-first automation.
Lily
Lean AI workflow
SplitMetrics
Enterprise platform
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Control + scale
Use scoped tools from ChatGPT, Claude, or Codex, connect revenue when needed, and progress from analysis to staged writes or app-level Autopilot.
Its public materials emphasize high-scale Apple Ads automation, ASO tooling, creative experimentation, market intelligence, and dedicated services.
A lean team may value time-to-first-insight and clear pricing. A mature UA organization may prioritize portfolio controls, experimentation depth, and service coverage.
How it works
Document apps, markets, monthly spend, operators, and approval requirements.
Run a revenue review and prepare one controlled campaign action in each workflow.
Compare automation, experimentation, support, integrations, and total cost at expected scale.
Questions
Lily supports app studios and portfolios, but its clearest differentiation is a lean AI-workspace and approval-first workflow. Large enterprises should validate governance needs directly.
Lily focuses on Apple Ads campaign operations and revenue analytics. Teams needing a full creative experimentation platform should evaluate specialist capabilities separately.
Apple Ads remains the system of record. Confirm current connection and migration behavior with each vendor during evaluation.