Apr 4, 2026
LLM Observability for Marketing Leaders
A practical weekly scorecard: prompt probes, answer variance, source mix, and escalation rules when brand messaging drifts in AI surfaces.
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Practical writing on GEO, AI search visibility, content operations, and technical SEO.
Apr 4, 2026
A practical weekly scorecard: prompt probes, answer variance, source mix, and escalation rules when brand messaging drifts in AI surfaces.
Read articleMar 26, 2026
Design experiments with pre-registered prompts, control pages, and reusable templates—so wins become playbooks instead of one-off anecdotes.
Read articleMar 15, 2026
Build a sampling strategy, rubric, and archive so leadership can see whether assistants quote you accurately—not just whether your name appears.
Read articleFeb 27, 2026
GEO trackers and checkers should do more than ping models. They need archives, rubrics, and guardrails so teams detect regressions after every model update.
Read articleFeb 25, 2026
Les outils GEO doivent archiver les réponses et scorer avec des grilles claires, pas seulement compter des mentions. Voici le socle minimal pour des équipes sérieuses.
Read articleFeb 24, 2026
GEO-Tracker und Checker brauchen Archivierung, Rubriken und ethische Prompt-Standards—notfalls Screenshots allein reichen nicht.
Read articleFeb 22, 2026
Los checkers y rastreadores GEO necesitan archivo, rúbricas y gobernanza ética; de lo contrario solo producirán capturas de pantalla difíciles de defender.
Read articleFeb 21, 2026
يجب أن يجمع نظام المراقبة بين التحقق الفني وأرشفة الإجابات الكاملة، وليس لقطات عشوائية من واجهة محادثة.
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