The Art Institute of Chicago's API reveals artworks viewed fewer than 200 times since 2010

Why AI Search Visibility Metrics Are Misleading and What to Measure Instead

This article argues that most AI search visibility tools are measuring the wrong metric — counting citations and mentions rather than actual

Rethinking Tufte's data-to-ink ratio: When minimalism in data visualization goes too far

This article critically examines Edward Tufte's influential design principles of "chart junk" and the "data-to-ink ratio," questioning how m

Navigating API Design Challenges in the MCP and AI Client Era

The article discusses the author's deep dive into MCP (Model Context Protocol) API design while refining the APIs.io MCP server. It explores

Semrush study: Only 36 of 1,200+ brands maintain visibility across all major AI search platforms

Semrush's AI Visibility Index 2026 analyzed 126 million US AI search prompts from January to April 2026, tracking how ChatGPT, Google Gemini

The micro-macro shift: How to measure AI visibility now that precision is gone

SEEN: A Four-Layer Framework for AI Visibility in the Post-SEO Era

This article introduces SEEN, a four-layer framework designed to help brands and content creators optimize their online presence for AI syst