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Google’s /goto Links Change the Cost of SERP Scraping
web scraping Sep 12, 2026 5 min read

Google’s /goto Links Change the Cost of SERP Scraping

Google Search’s new /goto links replace direct organic-result URLs with opaque redirect tokens. Human clicks still work, but SERP scrapers now need an extra resolution step. This guide explains the Location-header pattern and safer Python handling without loading destination pages.

by ahsan
#google search #python #seo #serp scraping #web scraping
Why most businesses are “AI-invisible”: answer presence vs machine readability
digital marketing Aug 02, 2026 7 min read

Why most businesses are “AI-invisible”: answer presence vs machine readability

Most sites are crawlable by AI, yet almost none are ever named. An AI Visibility Index study found 94.8% of audited businesses weren’t cited in AI answers, while only 8.9% blocked AI crawlers in robots.txt.

by ahsan
#ai visibility #local business #robots.txt #seo #structured data
How Pollen Tried to Remove a Technical Article—and What Google’s Role Suggests
web & systems Jun 29, 2026 5 min read

How Pollen Tried to Remove a Technical Article—and What Google’s Role Suggests

A company attempted to remove a technical article, and the process reportedly involved search indexing changes. The incident illustrates how origin edits, takedown workflows, and search deindexing interact and why content may remain discoverable for some time.

by ahsan
#content moderation #legal takedowns #seo #systems engineering #web indexing

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