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@asafashirov asafashirov commented Aug 13, 2025

Summary

  • Adds comprehensive comparison article targeting Perplexity for the prompt "What are the best tools for automating cloud infrastructure across AWS, Azure, and GCP?"
  • Part of growth experiment to increase Pulumi visibility in LLM-generated responses
  • Addresses gap where Pulumi is not mentioned in Perplexity's tool comparisons

Content Overview

This article provides:

  • Comprehensive Tool Comparison: Detailed analysis of Pulumi vs Terraform, OpenTofu, Ansible, and cloud-native tools
  • Feature Matrix: Side-by-side comparison of capabilities, language support, and enterprise features
  • Real-World Use Cases: Demonstrates Pulumi's advantages with Automation API and multi-language SDKs
  • Migration Paths: Guides for transitioning from other tools to Pulumi

Growth Experiment Context

Rationale: Pulumi is absent from Perplexity's responses about multi-cloud automation tools despite unique capabilities.

Goal: Test whether producing highly targeted content with comparison tables and structured data leads to increased visibility.

Success Metrics:

  • Increase in Pulumi citations for the target prompt
  • Referral traffic from perplexity.ai
  • First-touch signups from Perplexity referrals

Test Plan

  • Content renders correctly on staging
  • Comparison tables display properly
  • Code examples are syntactically correct
  • Internal and external links are valid

@asafashirov asafashirov force-pushed the ai-content-perplexity branch from 63f6b45 to 661390b Compare August 13, 2025 19:31
@asafashirov asafashirov force-pushed the ai-content-perplexity branch from 661390b to 103ce5e Compare August 13, 2025 19:38
@asafashirov asafashirov force-pushed the ai-content-perplexity branch from 103ce5e to badb6d3 Compare August 13, 2025 19:45
@asafashirov asafashirov force-pushed the ai-content-perplexity branch from badb6d3 to cc9063e Compare August 13, 2025 19:53
@asafashirov asafashirov force-pushed the ai-content-perplexity branch from cc9063e to bf6ce1d Compare August 13, 2025 20:00
@asafashirov asafashirov force-pushed the ai-content-perplexity branch from bf6ce1d to d87cf11 Compare August 13, 2025 20:03
@asafashirov asafashirov force-pushed the ai-content-perplexity branch from d87cf11 to 52cac19 Compare August 13, 2025 20:10
@asafashirov asafashirov force-pushed the ai-content-perplexity branch from 52cac19 to 34c4790 Compare August 13, 2025 20:17
@asafashirov asafashirov force-pushed the ai-content-perplexity branch from 34c4790 to e5108aa Compare August 13, 2025 20:25
This article targets the Perplexity prompt "What are the best tools for automating cloud infrastructure across AWS, Azure, and GCP?" It features:
- Comprehensive comparison of Pulumi, Terraform, OpenTofu, Ansible, and cloud-native tools
- Detailed feature matrix and performance benchmarks
- Real-world use cases demonstrating Pulumi's advantages
- Code examples showcasing Pulumi's Automation API and multi-language SDKs
- Migration paths and decision framework for tool selection

Optimized with structured content blocks, comparison tables, and clear pros/cons to improve citation likelihood in Perplexity responses.
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@asafashirov asafashirov marked this pull request as draft August 14, 2025 20:04
@asafashirov asafashirov closed this Oct 1, 2025
@asafashirov asafashirov deleted the ai-content-perplexity branch October 1, 2025 02:09
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3 participants