By vertical

GEO for education and edtech

Students ask for the best online English course and whether an MBA in Brazil is worth it. Schools that only do acquisition SEO lose the AI recommendation to comparison portals.

Who it is for

Edtechs, open courses, language schools, graduate programs and MBAs, technical schools. Acquisition marketers competing with Quero Educação, career guides, and category rivals.

Course-decision prompts

  • Best online English course in Brazil
  • Is an executive MBA in Brazil worth it in 2026
  • Best programming platform for beginners
  • Course X vs Y for certification

Monitor best-course and comparison prompts

MencionAI tracks mentions in category, perceived-price, and versus prompts. You see whether the model cites the school, a portal, or only the most famous rival.

Course pages worth citing

Workload, audience, faculty, certificate FAQ, and verifiable testimonials. Course and FAQ schema. Avoid ad-only landings with no substance.

Share of voice versus portals

Comparison portals and generic rankings occupy many answers. Measure when you are the direct recommendation and invest in differentiators (format, recognition, jobs).

Action plan for AI acquisition

MencionAI prioritizes course pages, honest comparatives, llms.txt, and education-press mentions. ARS tracks whether the recommendation improved in the enrollment cycle.

Frequently asked questions

Why does AI cite portals instead of the school?

Portals aggregate dozens of courses on one URL. Without a complete course page on your domain, the model prefers the aggregator. Strengthen entity, FAQ, and social proof on the site.

Does GEO help paid acquisition?

Indirectly: people who research in ChatGPT may still search the brand. If a rival was already recommended, CPC gets more expensive. Measuring the shortlist reduces mid-funnel surprise.

Which schema should course pages use?

Course (or EducationalOccupationalProgram when it fits), FAQPage, and Organization. Include workload and language. Keep class dates current.

Do open courses and MBAs use the same prompts?

No. Split sets: online course in X versus MBA in Y in Brazil. MencionAI monitors distinct lists so intent is not mixed.

Does GEO replace Google ranking for acquisition?

No. SEO and media still drive volume. GEO covers the channel where the answer already picks the best course without ten blue links.