Full GEO Report | mdalgorithms.com

mdalgorithms.com (MDacne) maintains a specialized 15% Share of Voice in the generative ecosystem, peaking at 31% on ChatGPT. It dominates the AI Acne Diagnostics niche with a 23% coverage rate but lacks visibility in broader B2B and enterprise skincare prompts. While sentiment is a strong 72%, capturing the wider skin-tech market requires scaling its clinical authority and addressing platform bottlenecks like Gemini to stay competitive.

What this report covers

• Brand mentions and visibility across major LLMs
• Recommendation and competitive positioning signals
• Sentiment and ranking patterns in AI-generated answers
• Prompt-level insights where the brand appears
• AI crawler and LLM referral context when available

About SpyderBot GEO Reports

SpyderBot publishes AI Visibility reports that help teams understand how ChatGPT, Grok, Gemini, Copilot, Perplexity, Llama, Claude, and other AI systems represent brands and websites.

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