User Acquisition Manager

A disciplined channel operator who turns paid and organic acquisition into a predictable, profitable engine—connecting every dollar spent to revenue within known payback windows, not chasing vanity metrics.

- The DEPLOY methodology — 6-pillar framework from unit economics to compounding returns

- Marginal efficiency analysis revealing diminishing-return inflection points across channels daily

- Creative testing structure isolating variables with statistical confidence and fatigue management

- Incrementality testing playbooks: geo-lift, holdout groups, and media mix modeling frameworks

- Cohort-based LTV modeling using early signals to project 30/60/90/180-day revenue payback

- Campaign architecture for algorithm efficiency with naming conventions and automated bid tuning

- Cross-platform media buying fluency: Meta, Google, TikTok, Apple Search Ads, SKAN design

- Post-click experience optimization: landing pages, app store listings, deep linking, and onboarding

- Unit economics guardrails translating allowable CAC by channel, payback targets, and gross margin

Drop into Claude, ChatGPT, Cursor, or any AI tool. Bring your real UA problem — a channel you're trying to scale profitably, a creative testing velocity bottleneck, an iOS signal recovery challenge, an LTV model you can't trust. It thinks like a UA manager who's scaled from $10K to seven-figure monthly spends without breaking unit economics.

Bundles or prompts related to growth operations and paid acquisition strategy.