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Conseils, stratégies et analyses pour le recrutement étudiant et l'IA dans l'enseignement supérieur.

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Diagram showing Wikipedia, LinkedIn, and press logos as the three third-party sources AI chatbots cite about a college
AI visibility10 min read

Wikipedia, LinkedIn, Press: What LLMs Cite About Colleges

Recent research shows ChatGPT and Perplexity lean on Wikipedia, LinkedIn, and independent press to decide which colleges to cite. Here's how to earn all three.

Skolbot· July 1, 2026
Isometric illustration of a US college program page with Schema.org JSON-LD structured data markup — AI visibility
AI visibility18 min read

Schema.org for Program Pages: The Markup That Gets Your Degrees Cited by AI

Add Schema.org structured data to your program pages so ChatGPT, Perplexity and Gemini recommend your college or university. Technical guide with JSON-LD examples for US higher education.

Skolbot· June 30, 2026
Isometric illustration of a US college campus building with AI speech bubbles and ChatGPT icons — appear in ChatGPT higher education
AI visibility12 min read

Why ChatGPT Never Mentions Your College: The 60-Day Fix

Most US colleges score near zero in ChatGPT mentions. Here are the 5 technical reasons and a 60-day action plan to appear in AI-generated answers.

Skolbot· June 29, 2026
BOFU checklist for US college program pages — 12 optimizations to get recommended by ChatGPT for career-specific queries
AI visibility12 min read

ChatGPT Recommendations: Optimize Your Program Page (BOFU Checklist)

12-point BOFU checklist to get your college program page recommended by ChatGPT for 'best school for [career]' queries — US accreditation, ROI framing, Schema.org markup.

Skolbot· June 12, 2026
ChatGPT and Perplexity visibility KPI dashboard for US college communications and marketing directors
AI visibility10 min read

School AI Visibility in ChatGPT and Perplexity: KPIs and Monthly Ritual for US Colleges

How to track your college's AI visibility as a KPI: 3 actionable metrics and a 90-minute monthly ritual for US higher education marketing and communications directors.

Skolbot· June 5, 2026
School accreditation AI citation ChatGPT Perplexity — making UK HEI credentials machine-readable for AI engines
AI visibility10 min read

School Accreditation and AI Citation: Getting ChatGPT and Perplexity to Recognise Your Credentials

Is your QAA, OfS or TEF status cited when prospective students ask ChatGPT 'is this university accredited'? A practical guide to making UK HEI credentials machine-readable.

Skolbot· June 4, 2026
Isometric illustration of a Gen Z student using ChatGPT to search for a UK university — AI-powered higher education search
AI visibility12 min read

Gen Z in 2026: Over Half Start Their University Search on AI Tools

More than half of Gen Z applicants now open ChatGPT or Perplexity before UCAS. Here's what UK higher education institutions can do to appear in those AI-generated answers.

Skolbot· May 15, 2026
15 LLM signals for university AI recommendation — isometric GEO diagram
AI visibility14 min read

15 Signals LLMs Evaluate to Recommend Your Institution

What signals do ChatGPT, Perplexity and Gemini use to recommend universities and colleges? 15 ranked criteria with an action plan for UK higher education institutions.

Skolbot· May 14, 2026
90-day action plan for UK schools to get cited by ChatGPT and Perplexity AI engines
AI visibility13 min read

90-Day Plan to Get Cited by ChatGPT and Perplexity

A phased 90-day action plan for UK schools to get cited by ChatGPT and Perplexity — Schema.org, citable content, external mentions and measurement.

Skolbot· May 13, 2026
AI visibility audit tools comparison for UK higher education institutions: isometric GEO dashboard
AI visibility13 min read

AI Visibility Audit Tools for Higher Education: 2026 Comparison

Compare 7 tools to measure your university's presence in ChatGPT, Perplexity and Gemini. Pricing, features and recommendations by institution type.

Skolbot· May 12, 2026
Audit of a university's visibility on Perplexity with scoring grid
AI visibility9 min read

Perplexity school visibility: audit and optimisation guide

Is your US college or university cited by Perplexity? 10-query audit, scoring grid and optimisation checklist with FERPA, FTC, Common App and U.S. News context.

Skolbot· April 7, 2026
GEO monitoring dashboard tracking university visibility across AI search engines
AI visibility9 min read

GEO Monitoring: Track Your School's Visibility in AI Answers

How to set up GEO monitoring to measure your US institution's presence in ChatGPT, Perplexity and Gemini, with dashboards aligned to FERPA, Common App and U.S. rankings.

Skolbot· March 31, 2026
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