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Sam Ishikawa

Engineering & Content Analyst at Mentionova

Sam Ishikawa is an Engineering and Content Analyst at Mentionova who bridges the gap between technical implementation and content strategy in AI search optimization. With a background in frontend engineering and content operations, they previously worked at a marketing technology startup where they built content management systems and automated publishing workflows. At Mentionova, Sam produces research on GEO implementation — covering schema markup, content structure, and the technical playbooks that help engineering and marketing teams collaborate on AI visibility.

GEO ImplementationSchema MarkupContent OperationsTechnical Playbooks

Articles by Sam

The GEO Playbook: What Gets You Cited Research Perplexity SEO: How to Get Cited in Perplexity Answers (2026) Research