
Google Says You Don't Need llms.txt. Here's the Catch.
Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.
Thoughts, tutorials, and insights about web development and technology—helping your team get great design done at scale.

When AI engines link your brand to the wrong same-named entity, you still get cited, but the citation points at someone else. Here is how brand disambiguation fails and how to fix it.

Reddit is the most-cited source in AI answers. The Reddit Brand Monitor finds what is said about your brand there, scores it, and flags AI-generated seeded posts.

The YouTube Brand Monitor tracks what is said about your brand on YouTube, scores it on five dimensions, and reads the actual transcripts so you see the coverage AI already hears.

A failing AEO score is only useful if you can fix it. Here is how Radar fix prompts and the AI advisor turn audit findings into shipped fixes, no rewrite required.

We analyzed 59 real AEO audits from the Radar platform. The average score is 26 out of 100 and 9 in 10 sites scored an F. Here is why, and how to fix yours.

AI monitoring tools tell you what AI says about your brand. AI technical readiness fixes why it says it. They are companions, not competitors. Here is how the stack fits together.

AI agencies that retain your IP cost you 5x more over 3 years. Contract clauses, red flags, and the Build + Platform + Performance model that ends vendor lock-in. 2026 guide.

Google Information Agents launch summer 2026. They scan the web 24/7 and weight content freshness heavily. Stale sites get skipped. Five freshness signals to fix.

Programmatic Anthropic Agent SDK hooks reference. 12 events, full TypeScript signatures, PreToolUse, PostToolUse, Stop, SubagentStop, UserPromptSubmit with worked examples.