Rapid proliferation of AI-native advising platforms
#1A dense ecosystem of AI-native advising platforms has emerged and is consolidating rapidly. Handshake added AI career recommendations to its 17-million-user platform in 2023-2024. CollegeVine's AI Chancing Engine provides real-time admissions probability with LLM-generated feedback on essays and applications. Scoir, used by 10,000+ high schools, has integrated AI advising workflows. Naviance, the dominant K-12 platform, is under active AI development by PowerSchool. Beyond EdTech, general-purpose LLMs (ChatGPT, Claude, Gemini) are now used by millions of students for career and college guidance entirely outside institutional control.