# Resources & Guides | Amplitude
Our guides, resources, and worksheets will help answer your questions about analytics, product strategy, experimentation, and more.
Source: https://amplitude.com/en-us/resources
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# Resource Library
Practical frameworks and strategies for teams building better products and experiences.
[Guide](https://amplitude.com/3x)
### [Speedrunning Software: How We 3x'd PRs](https://amplitude.com/3x)
[How we rebuilt our software pipeline with AI, 3xd our PRs with the same team, and cut PR cycle time to under an hour.](https://amplitude.com/3x)
[Report](/resources/product-benchmark-report)
### [The Product Benchmark Report: How Top Teams Win and Grow](/resources/product-benchmark-report)
[Learn the secrets behind how the worlds best products growand how your product compares. Get proven growth and retention strategies for breakout success.](/resources/product-benchmark-report)
[Guide](/resources/AI-predictions-playbook-2026)
### [The 2026 AI Playbook: Predictions & Checklist](/resources/AI-predictions-playbook-2026)
[Discover the six most critical AI trends reshaping how executives build, market, and scale digital products. Cut through the AI noise and take action today.](/resources/AI-predictions-playbook-2026)
[Guide](/resources/ai-analytics-buyers-guide)
### [AI Analytics Buyers Guide](/resources/ai-analytics-buyers-guide)
[Learn what to look for in an analytics platform to win in the AI era. Get specific use cases and questions to guide your evaluation.](/resources/ai-analytics-buyers-guide)
[Guide](/resources/north-star-playbook)
### [The North Star Playbook](/resources/north-star-playbook)
[Explore the purpose and value of the North Star Framework. Get expert tips to define and integrate your North Star Metric into your organization.](/resources/north-star-playbook)
[Guide](/resources/forrester-wave-report)
### [Forrester Wave Report](/resources/forrester-wave-report)
[Amplitude gives teams self-service visibility into the entire customer journey. Explore Amplitude today to go from data to insight to action.](/resources/forrester-wave-report)
Guide
### Guide to Product Metrics
Measure what matters in the AI era. Discover 14 product metrics to track across the customer journey and how to calculate them.
[Guide](/resources/product-engagement-workbook)
### [Create Products that Stick: A Tactical Workbook to Improve Product Engagement](/resources/product-engagement-workbook)
[Get our interactive workbook with worksheets, videos, and real-life examples on how to foster product engagement and keep users coming back again and again.](/resources/product-engagement-workbook)
[Guide](/resources/mastering-retention)
### [User Retention Playbook: Mastering Customer Retention Strategy](/resources/mastering-retention)
[If you care about growth, then you should care about user retention. Learn how to develop and implement a user retention strategy to reduce customer churn and boost lifetime value.](/resources/mastering-retention)
[Guide](/resources/what-is-product-led-growth)
### [Product-Led Growth Guide Volume 1: What Is PLG?](/resources/what-is-product-led-growth)
[Get PLG fundamentals from industry experts. Learn about the product-led customer journey, what environment and team is needed, and how to adopt PLG.](/resources/what-is-product-led-growth)
[Guide](/resources/get-started-with-product-led-growth)
### [Product-Led Growth Guide Volume 2: How to Get Started with PLG](/resources/get-started-with-product-led-growth)
[Get expert insights into PLG tactics and metrics. Learn how to drive and track product-led acquisition, retention, and monetization.](/resources/get-started-with-product-led-growth)
[Datasheet](https://info.amplitude.com/rs/138-CDN-550/images/top-benefits-of-amplitude-for-product-teams.pdf)
### [Top Benefits of Amplitude For Product Teams](https://info.amplitude.com/rs/138-CDN-550/images/top-benefits-of-amplitude-for-product-teams.pdf)
[Get an overview of how Amplitudes AI analytics platform helps product teams 10x their productivity and build better products.](https://info.amplitude.com/rs/138-CDN-550/images/top-benefits-of-amplitude-for-product-teams.pdf)
### The Modern Marketers Metrics Guide
Discover a framework for measuring what matters across the customer journey. Get 20+ metrics that meet the needs of modern marketers.
[Guide](/resources/ai-personalization)
### [Personalization in the Age of AI](/resources/ai-personalization)
[Learn how to use AI to personalize customer experiences at scale. Get six AI-first strategies to meet customer expectations and drive growth.](/resources/ai-personalization)
[Guide](/resources/lifetime-value-handbook)
### [The Lifetime Value Handbook](/resources/lifetime-value-handbook)
[Learn how to calculate and improve LTV with a framework for building lasting customer relationships. Get the step-by-step handbook.](/resources/lifetime-value-handbook)
[Worksheet](/resources/marketing-worksheets)
### [AI Marketing Worksheet Bundle](/resources/marketing-worksheets)
[Get three worksheets to improve your AI-powered marketing strategy. Discover hands-on templates for experimentation, personalization, and growth.](/resources/marketing-worksheets)
[Datasheet](https://info.amplitude.com/rs/138-CDN-550/images/top-benefits-of-amplitude-for-marketers.pdf)
### [Top Benefits of Amplitude for Marketers](https://info.amplitude.com/rs/138-CDN-550/images/top-benefits-of-amplitude-for-marketers.pdf)
[Get an overview of how Amplitudes AI analytics platform helps marketers go from leads to long-term value and customer loyalty.](https://info.amplitude.com/rs/138-CDN-550/images/top-benefits-of-amplitude-for-marketers.pdf)