AI-generated visibility summary
AI visibility summary for JMG
JMG's AI visibility is mid-tier and uneven. Across five engines and five prompts, it records a 38.1% mention rate, 33.3% citation rate, and an overall score of 30.3, ahead of every tracked competitor including Atlas Copco (18.9), Perkins Nigeria (15.3), and Caterpillar (13.2). Performance splits sharply by engine: Google Search is strongest (66.7% mention and citation), followed by Perplexity (50.0/50.0), while Bing Search is weakest (20.0/20.0) and ChatGPT lags on mentions (20.0%) despite a 40.0% citation rate. The clearest gap is Google AI Overview, where JMG is mentioned 50.0% of the time but cited 0.0%. Competitor pressure is concentrated: Perkins Nigeria draws 29 mentions but zero citations, and Ensun and Finelib are cited more often than JMG despite near-zero mentions, while third-party domains such as mantracgroup.com and homeliftelevators.ng outrank jmglimited.com in citation share. JMG is absent from the commercial solar-generator hybrid cost prompt, an estimated 880 monthly searches. Practically, JMG's mention-to-citation conversion, not raw visibility, is the binding constraint.
Prompt search volumes in this report are AI estimates, not measured keyword data.
