Pixelmojo Field Notes
Older notes, newest first. Every one is the same research, methods, and build logs as the front page.
Radar by Pixelmojo runs 13 AI visibility tools in parallel, generates cross-tool insights, and produces AI-ready implementation prompts you paste into Claude, ChatGPT, or Cursor to fix every issue.
Read articleTask completion alone is a vanity metric for AI agents. The five-pillar AX metrics framework that separates agents users tolerate from agents users trust.
Read articleToo much anthropomorphism kills trust by 47%. A practical framework for AI agent personality, tone calibration, and voice design that builds trust.
Read articleLLMs lose 39% accuracy after 5 turns. Learn 4 conversation flow layers: state machines, context persistence, handoff topologies, and state recovery for production agents.
Read articleOnly 6% of companies fully trust AI agents for core processes. This guide covers the six trust patterns, progressive autonomy, and recovery cycles that make agentic experiences trustworthy.
Read articleAX (agentic experience) design explained: what it is, how it differs from UX, and how to design for an era where AI agents are the users.
Read articleIn March 2026 we blocked 12 AI training crawlers and citations went up. In May 2026 we evolved the policy to selectively allow training bots that feed AI engines we want citing us. The original case study plus the retrospective on why we changed.
Read articleWe built 4 features that turn a website from a scraped source into a primary citation target for AI search engines. Here is the exact implementation.
Read articleCheck how ChatGPT, Perplexity, and Claude see your website. 10 AI visibility tools (most free, AEO page auditor and citation tracker from $5): bot access checker, robots.txt analyzer, citation tracker, Reddit monitor, YouTube monitor, llms.txt validator, llms.txt generator, AI readiness scorer, AEO page auditor, and answer engine citation tester.
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