Ethan Walker

I help teams turn complex web data workflows into cleaner, faster, and more reliable systems. My focus is on automation, browser infrastructure, and practical growth operations.

Joined on Jul 9, 2026

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Ethan Walker

Sep 14

Separate Pending Tasks from Empty Google Search Results

#ai #automation #api #agents

7 min read

Ethan Walker

Sep 14

Add Source Discovery to an AI Research Workflow

#ai #automation #api #llm

7 min read

Ethan Walker

Sep 11

Keep Search Context When Exporting SERP JSON to CSV

#json #ai #api #seo

7 min read

Ethan Walker

Sep 11

Model Google SERP Snapshots in SQLite

#ai #sql #productivity #api

8 min read

Ethan Walker

Sep 10

Validate Google Search API Inputs Before Sending a Request

#ai #automation #api #llm

10 min read

Ethan Walker

Sep 10

Build a Google Search API JSON Workflow with Python

#ai #python #api #automation

7 min read

Ethan Walker

Sep 3

Flatten TikTok Shop Product JSON into Product and SKU Tables

#python #json #datascience #webscraping

5 min read

Ethan Walker

Sep 3

From TikTok Username to Post Metrics: A Python API Workflow

#python #webscraping #api #tiktok

5 min read

Ethan Walker

Aug 31

How to Extract AI Chat Conversations at Scale

#python #dataengineering #webscraping #ai

7 min read

Ethan Walker

Aug 31

How to Scrape Perplexity Answers and Citations

#webscraping #ai #api #python

6 min read

Ethan Walker

Aug 20

How Product Teams Analyze Customer Questions Across AI Models

#ai #webdev #productivity #career

8 min read

Ethan Walker

Aug 20

How Publishers Track Citations in Perplexity and AI Overviews

#ai #webdev #productivity #llm

9 min read

Ethan Walker

Aug 17

How LLMs Choose Citations in AI Answers

#ai #llm #rag #seo

7 min read

Ethan Walker

Aug 17

Why AI Search Is Changing SEO in 2026

#ai #seo #webdev #marketing

7 min read

Ethan Walker

Aug 12

What Is AI Answer Monitoring?

#ai #monitoring #analytics #seo

6 min read

Ethan Walker

Aug 12

What Is a ChatGPT Scraper API?

#webscraping #ai #api #dataengineering

6 min read

Ethan Walker

Aug 6

Best Alternatives to Manual AI Answer Tracking in 2026

#ai #productivity #api #seo

6 min read

Ethan Walker

Aug 6

Perplexity Scraper vs Google AI Overview Scraper: Key Differences

#ai #webdev #productivity #llm

6 min read

Ethan Walker

Jul 22

Best Perplexity Scraper APIs in 2026: Scrapeless Wins

#ai #productivity #automation #api

7 min read

Ethan Walker

Jul 16

Best LLM Citation Tracking Tools in 2026: Scrapeless

#ai #productivity #api #llm

7 min read

Ethan Walker

Jul 16

Best ChatGPT Scraper APIs in 2026

#ai #api

7 min read

Ethan Walker

Jul 9

Cheapest Residential Proxy Providers in 2026: Price-Per-GB Comparison

7 min read