Blackboard.com maintains a 13% Share of Voice within the LLM ecosystem, trailing Instructure’s 30% dominance. While achieving a Competitor Visibility Score of 67 and high coverage in traditional higher education prompts, the brand struggles in modern AI-centric categories with only 24% coverage. Sentiment remains neutral at 51, heavily impacted by legacy system perceptions. Strategic Generative Engine Optimization focused on technical AI narratives and Ultra-centric documentation is required to overcome the 17% visibility gap and improve referral quality.
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Canonical report URL: https://stagxyz.spyderbot.net/report/georeport_blackboard.com_anthien_176975285495451