Full GEO Report | factory.ai

Factory.ai maintains a competitive 14% Share of Voice in the LLM landscape, successfully pivoting from experimental noise to a specialized leader in 'Autonomous Droids.' While dominated by GitHub's 34% market share, Factory captures high-intent Generative Engine Optimization metrics in technical debt reduction (49% coverage) and specialized architectural refactoring. With a 76% positive sentiment and a 27% niche search share, the brand is well-positioned for enterprise growth despite platform biases in Microsoft’s ecosystem.

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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