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Engineering Insights

Notes and practical lessons from building production software, integrations, internal tools, and high-volume systems. Written for engineers and technical leaders.

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Featured· 9 min read· 2026-09-22

I Barely Did SEO on Glow Index. It Ranked Anyway.

I built Glow Index using Next.js, Reddit data and Llama 3 sentiment analysis. With almost no SEO work, it reached an average Google position of 19.7 by turning real beauty product discussions into useful searchable data.

AI Sentiment AnalysisProgrammatic SEONext.js
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2026-09-22 9 min read

I Barely Did SEO on Glow Index. It Ranked Anyway.

I built Glow Index using Next.js, Reddit data and Llama 3 sentiment analysis. With almost no SEO work, it reached an average Google position of 19.7 by turning real beauty product discussions into useful searchable data.

AI Sentiment AnalysisProgrammatic SEO+3