Shalin Siriwardhana

Search, growth, and digital strategy notes.

Personal notes on SEO, AI search, content strategy, and durable organic growth.

OpenAI Sets Aug. 9 End Date for ChatGPT Atlas: the Practical Angle

Notes / SEO / Jul 10, 2026

OpenAI Sets Aug. 9 End Date for ChatGPT Atlas

OpenAI is discontinuing ChatGPT Atlas, its standalone desktop browser. The browser based AI features are moving to the new. The practical question is what this changes for SEO, content quality, and AI search visibility.

Gemini Intelligence Signals a New Era for Search and Commerce: the Practical Angle

Notes / SEO / Jul 10, 2026

Gemini Intelligence Signals a New Era for Search and Commerce

Up until now, a person had a question or intent, typed it into a search engine, received a list of links, and chose one. Getting. The practical question is what this changes for SEO, content quality, and AI search visibility.

The Web Is Eating Itself and Your Metrics Look Fine: the Practical Angle

Notes / SEO / Jul 9, 2026

The Web Is Eating Itself and Your Metrics Look Fine

Machine written text carries a detectable structural signature, a generation fingerprint, and the detection research treats that. The practical question is what this changes for SEO, content quality, and AI search visibility.

Google’s New Merchant Listing Structured Data Improves SEO: the Operator's View

Notes / SEO / Jul 9, 2026

Google’s New Merchant Listing Structured Data Improves SEO

In Schema.org structured data, a Type is a classification of an entity, to say what something is. A structured data Property is. The practical question is what this changes for SEO, content quality, and AI search visibility.

AI Search Is Exposing SEO’s Risk of Losing GEO Outcomes: the Strategic Visibility Angle

Notes / SEO / Jul 9, 2026

AI Search Is Exposing SEO’s Risk of Losing GEO Outcomes

Google's algorithms have long relied on user behavior signals. Google's founders said that PageRank could "be thought of as a. The practical question is what this changes for SEO, content quality, and AI search visibility.