AI-generated visibility summary
AI visibility summary for Mentor Match
Mentor Match registers an overall AI visibility score of 3.9 across three providers and three prompts, with a mention rate of 11.1% and an identical citation rate of 11.1%. All of that visibility comes from Google Search, where the brand scores 23.2 on a 33.3% mention and citation rate. It is absent entirely from ChatGPT and Google AI Overview, both at 0.0. The brand appears in only one of the three tracked prompts and is cited in only one, and never both in the same prompt: it is mentioned but not cited in the IGCSE/IB recommendation prompt (estimated volume 880), cited but not mentioned in the curriculum-trained tutor discovery prompt (estimated 590), and absent from the CBSE/IB comparison prompt (estimated 720). Competitor pressure is severe. Tutor.com leads at 63.1 with a 100% mention rate and 102 mentions, followed by Wyzant (43.9), Vedantu (36.7), Preply (24.4) and Lanterna (21.6). Citation share is concentrated among non-brand domains: wyzant.com and lanterna.com each hold 11.7%, vedantu.com 9.2%, and gov.uk 5.0%. The practical implication is that Mentor Match's citation footprint is too thin and inconsistent to support sustained inclusion in AI-generated tutoring recommendations.
Prompt search volumes in this report are AI estimates, not measured keyword data.
