How to Identify Software/Product vs. Services Companies

Use AI prompts to analyze company data and classify business models. Create prompts that examine: Key indicators to analyze: ** What they sell - products vs. services ** Pricing model - subscription/SaaS vs. project-based ** Revenue streams - product sales vs. professional services ** Company description and target customers Classification approach: Set up AI prompts to categorize companies based on their primary business focus, even if they operate across multiple categories. AI can distinguish between software companies (like SaaS providers) and service-based businesses by analyzing their LinkedIn descriptions and business models. This method provides consistent, standardized classifications from varied company data.

Sources: Transform Data Into Clear Classifications - Clay University Claybooks: Clean CRM with accurate names, domains, headcount, and company-to-company associations if recently acquired | Clay.com 11 AI Prompts to Automate Prospect Research with Claygent [Automated Outbound] - Clay University We Made 24 Prompts So You Don’t Have To [Automated Outbound] - Clay University We Made 24 Prompts So You Don’t Have To [Automated Outbound] - Clay University

Yeah — improving the prompt can definitely help. The best place to start is the Metaprompter, which guides you in building stronger, more specific prompts: https://www.clay.com/university/lesson/ai-metaprompter-guide If the results feel off, try explaining exactly what you’re expecting vs. what you’re getting — that usually makes a big difference in tuning the prompt. You can also explore more AI tips here: https://www.clay.com/university/course/ai Let me know if you have more questions.