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@asafashirov asafashirov commented Aug 13, 2025

Summary

  • Adds comprehensive article targeting Google AI Overviews for the prompt "What are the best solutions for managing infrastructure across AWS, Azure, and GCP?"
  • Part of growth experiment to increase Pulumi visibility in LLM-generated responses
  • Addresses gap where Pulumi is currently not mentioned in Google AI Overview responses

Content Overview

This article provides:

  • Unified Multi-Cloud Approach: Explains Pulumi's consistent developer experience across AWS, Azure, and GCP
  • Comprehensive Code Examples: Python and TypeScript implementations for real-world multi-cloud scenarios
  • Advanced Patterns: Cross-cloud networking, service mesh, disaster recovery, and cost optimization
  • Structured FAQs: Addresses common multi-cloud challenges in AI-friendly format

Growth Experiment Context

Rationale: Pulumi is underrepresented in answers generated by major LLMs despite strengths in multi-cloud infrastructure management.

Goal: Test whether producing highly targeted content for prompts where Pulumi is absent leads to increased visibility and referral traffic.

Success Metrics:

  • Increase in Pulumi citations for the target prompt
  • Referral traffic from AI-powered domains
  • First-touch signups from LLM referrals

Test Plan

  • Content renders correctly on staging
  • Code examples are syntactically correct
  • Internal links point to valid resources
  • Meta tags are properly formatted for SEO

@asafashirov asafashirov force-pushed the ai-content-google-overviews branch from 9a7ae27 to f9a8b98 Compare August 13, 2025 19:30
@asafashirov asafashirov force-pushed the ai-content-google-overviews branch from f9a8b98 to 777dcd4 Compare August 13, 2025 19:38
@asafashirov asafashirov force-pushed the ai-content-google-overviews branch from 777dcd4 to 97e137f Compare August 13, 2025 19:45
@asafashirov asafashirov force-pushed the ai-content-google-overviews branch from 97e137f to 40b4d90 Compare August 13, 2025 19:53
@asafashirov asafashirov force-pushed the ai-content-google-overviews branch from 40b4d90 to 058620c Compare August 13, 2025 20:00
@asafashirov asafashirov force-pushed the ai-content-google-overviews branch from 058620c to e2b36f0 Compare August 13, 2025 20:03
This article targets the Google AI Overviews prompt "What are the best solutions for managing infrastructure across AWS, Azure, and GCP?" It provides:
- Comprehensive overview of Pulumi's unified multi-cloud approach
- Detailed code examples in Python and TypeScript
- Advanced patterns including cross-cloud networking, unified monitoring, and disaster recovery
- FAQs addressing common multi-cloud challenges
- Structured content optimized for AI indexing and citation

Part of growth experiment to increase Pulumi visibility in LLM-generated responses.
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@asafashirov asafashirov marked this pull request as draft August 14, 2025 20:03
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2 participants