Companies whose websites link to Claude with prefilled prompts

Source: Analysis of tech stacks from 426 companies that use Claude Prompt Links

I noticed something fascinating about companies that link to Claude with prefilled prompts. These are businesses deeply embedded in the AI ecosystem itself. They're not just using AI tools, they're building products, content, or services that help others navigate the AI landscape. The overwhelming presence of prompt links to ChatGPT, Gemini, Perplexity, and Grok tells me these companies are platform-agnostic AI educators, consultants, or tool builders who want to demonstrate capabilities across multiple models.

The correlation pattern is striking. When a company links to Claude with prefilled prompts, they're almost certainly doing the same for competing AI platforms. This suggests a specific business model: either they're creating prompt libraries and templates, building AI comparison tools, or producing educational content that showcases different models' strengths. The presence of Vector.co, a no-code automation platform, indicates many are also building workflows that integrate multiple AI services. Avina's appearance, though in fewer companies, hints at a subset focused on AI-powered customer engagement or sales automation.

The full stack reveals these are content-led and education-led businesses, likely in early to mid-growth stages. They're not selling through traditional enterprise sales motions. Instead, they're growing by demonstrating value publicly, letting potential customers interact directly with AI prompts to see what's possible. This is classic product-led growth adapted for the AI era, where the best marketing is hands-on experience with the technology itself.