What Is Vibe Coding? AI-Powered Development Explained
Vibe coding is AI-assisted development that ships faster without cutting corners. Here's how it works and why it matters for your next project.
Read article →07 / JOURNALInsights &
Insights &
Perspectives.
Web development, AI-assisted building, and search visibility — notes from the MBSOPS team in France. Practical writing for people who ship.
GEO vs AEO: What's the Difference (and Which Do You Need?)
GEO and AEO both target AI search, but they optimize different things. Here's the clean definition of each, where they overlap, and how to prioritize.
Read article →What Is GEO in Marketing? Generative Engine Optimization Explained
GEO is the marketing discipline of getting AI engines to cite and recommend your brand. What it is, what moves the needle, and what to ignore.
Read article →llms.txt: A Practical Guide to the AI Crawler Standard
llms.txt is to AI crawlers what robots.txt is to Google. What the standard proposes, who supports it, and whether you should deploy one.
Read article →AI Search Visibility: How to Audit Where You Stand
Your AI search visibility is the share of buyer questions where AI engines cite you. Here's how to measure it honestly and track it over time.
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