# Recipes for Growth Engineer

Source: https://adsuperpowers.ai/docs/cookbook/roles/growth-engineer

Browse 26 recipes for Growth Engineer.

Connect the required accounts and your [AI assistant](https://adsuperpowers.ai/docs/setup), then confirm the [workspace and client context](https://adsuperpowers.ai/docs/accounts#client-profiles). Open a recipe for its prerequisites, prompts and expected output. Treat durations and time savings as editorial estimates, not guarantees. Check proposed writes before approving them. Recipes involving another service need a separate connection to that service.

## Your recipes by category

- [Reporting](https://adsuperpowers.ai/docs/cookbook/category/reporting) · 6 recipes
- [Optimization](https://adsuperpowers.ai/docs/cookbook/category/optimization) · 3 recipes
- [Creative Analysis](https://adsuperpowers.ai/docs/cookbook/category/creative) · 1 recipes
- [Attribution](https://adsuperpowers.ai/docs/cookbook/category/attribution) · 6 recipes
- [Forecasting](https://adsuperpowers.ai/docs/cookbook/category/forecasting) · 1 recipes
- [Integration](https://adsuperpowers.ai/docs/cookbook/category/integration) · 9 recipes

## All recipes for Growth Engineer

| Recipe | Use for | Difficulty / estimated time | Platforms |
| --- | --- | --- | --- |
| [Website Traffic Sources](https://adsuperpowers.ai/docs/cookbook/recipe/traffic-sources) | See where your website traffic is coming from in GA4. | Beginner · 5 minutes | Google Analytics |
| [Top Landing Pages](https://adsuperpowers.ai/docs/cookbook/recipe/top-pages) | Identify your best performing landing pages by traffic and engagement. | Beginner · 5 minutes | Google Analytics |
| [Device Performance Breakdown](https://adsuperpowers.ai/docs/cookbook/recipe/device-breakdown) | See how your ads and website perform across mobile, desktop, and tablet. | Beginner · 5 minutes | Google Analytics, Meta Ads, Google Ads |
| [GA4 Conversion Events](https://adsuperpowers.ai/docs/cookbook/recipe/conversion-events) | List all conversion events and their counts in GA4. | Beginner · 5 minutes | Google Analytics |
| [Active Users Trend](https://adsuperpowers.ai/docs/cookbook/recipe/active-users) | See your daily active users trend over the past week. | Beginner · 5 minutes | Google Analytics |
| [Which Number Should I Believe?](https://adsuperpowers.ai/docs/cookbook/recipe/attribution-reconciler) | Reconcile conversions between Meta, Google, GA4 and TikTok. Includes expected discrepancy ranges. | Intermediate · 30 minutes | Meta Ads, Google Ads, Google Analytics, TikTok Ads |
| [Conversion Funnel Analysis](https://adsuperpowers.ai/docs/cookbook/recipe/funnel-analysis) | Map your customer journey from click to conversion with drop-off analysis. | Intermediate · 30 minutes | Google Analytics |
| [Landing Page Performance Analysis](https://adsuperpowers.ai/docs/cookbook/recipe/landing-page-performance) | Deep dive into which landing pages convert best from paid traffic. | Intermediate · 30 minutes | Google Analytics, Meta Ads, Google Ads |
| [User Cohort Analysis](https://adsuperpowers.ai/docs/cookbook/recipe/cohort-analysis) | Analyze how different user cohorts perform over time. | Intermediate · 30 minutes | Google Analytics |
| [Content Performance Analysis](https://adsuperpowers.ai/docs/cookbook/recipe/content-analysis) | Analyze which blog posts and pages drive the most valuable traffic. | Intermediate · 30 minutes | Google Analytics |
| [Cross-Device User Journey](https://adsuperpowers.ai/docs/cookbook/recipe/cross-device-analysis) | Understand how users move between devices before converting. | Intermediate · 30 minutes | Google Analytics |
| [Conversion Lag Analysis](https://adsuperpowers.ai/docs/cookbook/recipe/conversion-lag-analysis) | Understand how long it takes users to convert after clicking your ads. | Intermediate · 30 minutes | Meta Ads, Google Ads |
| [New vs Returning Customer Analysis](https://adsuperpowers.ai/docs/cookbook/recipe/new-vs-returning) | Compare how new and returning customers behave and convert. | Intermediate · 30 minutes | Google Analytics |
| [Site Speed Impact Analysis](https://adsuperpowers.ai/docs/cookbook/recipe/site-speed-impact) | Understand how page speed affects your conversion rates. | Intermediate · 30 minutes | Google Analytics |
| [Daily Data Warehouse Sync](https://adsuperpowers.ai/docs/cookbook/recipe/daily-data-warehouse) | Automatically sync daily ad data to BigQuery. | Advanced · 1 hour | Meta Ads, Google Ads, Google Analytics |
| [Landing Page Health Monitor](https://adsuperpowers.ai/docs/cookbook/recipe/landing-page-monitor) | Monitor landing page performance and alert on issues. | Intermediate · 1 hour | Google Analytics |
| [BigQuery Custom Attribution Model](https://adsuperpowers.ai/docs/cookbook/recipe/bigquery-custom-attribution) | Build a custom multi-touch attribution model using GA4 raw data in BigQuery. | Advanced · 1 hour | Google Analytics |
| [Full Customer Journey Tracker](https://adsuperpowers.ai/docs/cookbook/recipe/full-customer-journey) | Map the complete journey from ad click to purchase to repeat buyer. | Advanced · 1 hour | Meta Ads, Google Ads, Google Analytics |
| [Acquisition Channel Performance Comparison](https://adsuperpowers.ai/docs/cookbook/recipe/acquisition-channel-performance) | Analyze how customers from different ad platforms convert and engage. | Intermediate · 30 minutes | Meta Ads, Google Ads, Google Analytics |
| [LTV by Acquisition Channel](https://adsuperpowers.ai/docs/cookbook/recipe/ltv-by-acquisition-channel) | Calculate customer lifetime value by how they were acquired. | Advanced · 1 hour | Meta Ads, Google Ads, Google Analytics |
| [Incrementality Test Design](https://adsuperpowers.ai/docs/cookbook/recipe/incrementality-test-setup) | Design a holdout test to measure true ad incrementality. | Advanced · 1 hour | Meta Ads, Google Ads |
| [GA4 Segments to Ad Audiences](https://adsuperpowers.ai/docs/cookbook/recipe/ga4-segments-for-ads) | Identify high-value GA4 segments to use as ad audiences. | Intermediate · 30 minutes | Google Analytics, Meta Ads, Google Ads |
| [First-Party Data Strategy Assessment](https://adsuperpowers.ai/docs/cookbook/recipe/first-party-data-strategy) | Evaluate your first-party data readiness for a cookieless future. | Advanced · 1 hour | Google Analytics, Meta Ads, Google Ads |
| [Growth Engineer's Funnel Debugger](https://adsuperpowers.ai/docs/cookbook/recipe/funnel-debugger) | Identify where conversions are leaking across the funnel. | Intermediate · 30 minutes | Meta Ads, Google Ads, Google Analytics |
| [Market Expansion Analysis](https://adsuperpowers.ai/docs/cookbook/recipe/market-expansion-analysis) | Assess new market opportunities based on current performance. | Advanced · 1 hour | Meta Ads, Google Ads, Google Analytics |
| [A/B Test Ad Creative](https://adsuperpowers.ai/docs/cookbook/recipe/ab-test-ad-creative) | Duplicate a winning ad with creative variations to test new headlines, images, or CTAs. | Beginner · 5 minutes | Meta Ads |

## Other roles

- [Performance Marketeer](https://adsuperpowers.ai/docs/cookbook/roles/performance-marketeer)
- [Agency Owner](https://adsuperpowers.ai/docs/cookbook/roles/agency-owner)
- [E-commerce Pro](https://adsuperpowers.ai/docs/cookbook/roles/ecommerce-pro)
- [Sales Pro](https://adsuperpowers.ai/docs/cookbook/roles/sales-pro)
- [Marketing Director](https://adsuperpowers.ai/docs/cookbook/roles/marketing-director)

[All recipes](https://adsuperpowers.ai/docs/cookbook) · [Featured](https://adsuperpowers.ai/docs/cookbook/featured) · [Quick wins](https://adsuperpowers.ai/docs/cookbook/quick-wins) · [Deep dives](https://adsuperpowers.ai/docs/cookbook/deep-dives) · [Automated workflows](https://adsuperpowers.ai/docs/cookbook/automated) · [Integrations](https://adsuperpowers.ai/docs/cookbook/integrations) · [Platforms](https://adsuperpowers.ai/docs/cookbook/platforms) · [Roles](https://adsuperpowers.ai/docs/cookbook/roles)