There are many opinions about best practices for writing meta descriptions, while many have given up on them entirely because ...

This study from Suganthan reveals hidden fields in ChatGPT's network traffic that decide which sources get fetched, cited, or ...

Reddit-seeding for AI visibility works today. It will not work for long. The Penguin precedent explains exactly how this ends ...

Google's Liz Reid argues personalization and preferred sources can help small publishers get found in AI search, though she ...

Search queries are becoming agentic. The website requirements haven't changed. Two Google executives just made that argument ...

John Mueller says skipping meta descriptions carries no penalty, but writing them still serves a valuable purpose.

The accessibility tree decides whether an AI agent can read and act on your page. The 2026 data says the web is getting ...

Google's spam policies now cover attempts to manipulate AI answers in Search. A Cornell Tech paper shows why enforcing that ...

Google has begun rolling out the June 2026 spam update globally and across all languages. It's the second spam update of the ...

Google's June spam update rolls out, Mueller clarifies AI impressions in Search Console, and new AWR and Similarweb data show ...

Build a measurement framework that compares Google, Meta, Microsoft, and Amazon ad performance fairly using layered ...

Treat AI visibility reporting with caution, because model changes, citation behavior, and response volatility can distort ...