AI-generated visibility summary
AI visibility summary for Ray Business Technologies
Ray Business Technologies shows minimal AI visibility, with an overall score of 15.0 across three engines. The brand appears in only one of nine possible AI responses, yielding an 11.1% mention rate and a 22.2% citation rate. Google AI Overview is the strongest engine, with a 33.3% mention rate and a matching citation rate, while ChatGPT and Google Search each record zero mentions. Competitor pressure is intense: Boomi and Mulesoft both achieve 33.3% mention rates and 33.3% citation rates, with raw scores double Ray Business Technologies'. Citation gaps are severe—the brand lacks any citations from high-authority domains like microsoft.com or salesforce.com, which competitors leverage heavily. A practical implication is that Ray Business Technologies is invisible in high-volume comparison and recommendation queries, such as "compare Boomi vs MuleSoft for cloud integration" and "best Microsoft Dynamics 365 partner for healthcare manufacturing," where it receives zero mentions across all engines. The brand's sole appearance is in a lower-volume how-to query about NHS remittance processing, suggesting its AI footprint is narrowly confined to niche operational topics.
