Shalin Siriwardhana

Search, growth, and digital strategy notes.

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

Ask Maps Makes Business Profile Data Matter More

Notes / SEO / Jun 8, 2026

Ask Maps Makes Business Profile Data Matter More

Ask Maps turns Google Business Profile data into material for conversational local answers. Complete, current business information now matters because AI assisted Maps queries combine hours, attributes, reviews, location signals, and intent in one answer.

Local Metrics Finally Enter Google Analytics

Notes / SEO / Jun 8, 2026

Local Metrics Finally Enter Google Analytics

Google Analytics can now pull Google Business Profile actions into reporting. That makes calls, direction requests, bookings, and profile interactions easier to compare with website data, but it is still not a complete local SEO reporting layer.

Agent Transactions Change AI Visibility

Notes / SEO / Jun 8, 2026

Agent Transactions Change AI Visibility

AI visibility is moving beyond citations into whether an agent can actually complete a task on a website. The real risk is not only being absent from an answer, but losing the booking when the automated visitor cannot use the page.

Google Gives Sites AI Search Opt-Out, but Not the Data to Use It: the Strategic Visibility Angle

Notes / SEO / Jun 6, 2026

Google Gives Sites AI Search Opt Out, but Not the Data to Use It

The CMA designated Google as having strategic market status in the UK search in October. In January, it opened a consultation on. The practical question is what this changes for SEO, content quality, and AI search visibility.

Your Next AI Visitor Will Know Who Sent It: the Practical Angle

Notes / SEO / Jun 6, 2026

Your Next AI Visitor Will Know Who Sent It

Google's Gemini Deep Research Max, in public preview on the paid API tier from April 21, can pull from four input classes in a. The practical question is what this changes for SEO, content quality, and AI search visibility.

Delegation Search: Why Users Outsource Decisions to AI: the Practical Angle

Notes / SEO / Jun 5, 2026

Delegation Search: Why Users Outsource Decisions to AI

At the heart of this shift from search to delegation is basic human psychology. Our brains are wired for cognitive ease. We. The practical question is what this changes for SEO, content quality, and AI search visibility.