AI-generated visibility summary
AI visibility summary for Mentor Match
Mentor Match registers an overall AI visibility score of 1.9 across five engines and five prompts (25 results), with a 4.0% mention rate and 8.0% citation rate. Its consensus score is 0.0, indicating no consistent presence across engines. Bing Search is the strongest engine (20.0% mention and citation rate, score 13.0), while Google Search shows a 20.0% citation rate but no mentions (score 6.2). ChatGPT, Google AI Overview, and Perplexity each return zero mentions and zero citations (score 0.0), making them the weakest engines. Competitor pressure is severe: Tutor.com leads at 60.7 with a 96.0% mention rate, followed by Preply (25.4), Khan Academy (25.1), Varsity Tutors (21.1), and Mytutor (19.7); all eight tracked competitors outscore Mentor Match. Citation gaps are pronounced—Mentor Match appears in only two prompt-level cells (one mention and one citation on the British-curriculum how-to prompt, one citation without mention on the comparison prompt) and is absent from the recommendation, discovery, and alternatives prompts. The cited-domain list is dominated by tutor.com (18 citations), cbseacademic.nic.in (18), wyzant.com (16), outschool.com (14), and ed.gov (14), with no mentormatch.com entry. A practical implication is that Mentor Match's visibility is concentrated in a single engine and largely uncited elsewhere, so its presence in AI answers depends on a narrow base rather than broad consensus.
Prompt search volumes in this report are AI estimates, not measured keyword data.
