From my experience building and deploying these systems, SEO and GEO are not just about content. Backlinks, paid search and sitelinks move the needle, but solid website architecture, metadata, schema, internal linking and entity clarity are what actually hold value over time.
Tentang 15 years ago, I was running what would now be labeled black-hat SEO techniques, but the real leverage came from site structure and technical positioning, even when the content itself was different. That approach helped a private college scale its visibility, eventually hitting 1,000+ medical students, around 5,000 health-science students and a valuation above RM1 billion.
The company later struggled due to overambitious expansion and management issues.
SEO gets you discovered. GEO gets you parsed and understood by AI. Solid architecture underpins both, and modern AI makes the execution far easier.
Ruang pembaca
Apa pendapat anda?
Komen baharu dihantar untuk semakan terlebih dahulu. Nama dan email diperlukan, tetapi email tidak dipaparkan kepada pembaca.
Naka-save, lalo na para sa 15.
أعجبني الجزء المتعلق بـ 15 لأنه عملي وليس نظريًا فقط.
medical students, around 5,000 is the part I would forward to my boss.
Whoever wrote this actually did the work on GEO gets you parsed.
Si hay una continuación sobre 15, la leeré. Aquí me quedan algunas dudas.
Backlinks, paid search and sitelinks - sums the whole thing up.
This is where a valuation above RM1 billion finally clicks.
Worth reading just for over time. tentang 15.