Sumble: Kaggle Founders' Context-First Sales Intel App

The Gist

• Sumble builds knowledge graphs of internal account dynamics, not just contacts
• Crawls public sources, uses LLMs to map teams, tech, hiring, and live projects
• Priced at $99/month vs. $30K/year incumbents
• Used by Databricks, Snowflake, Figma, Vercel, Wiz, and Elastic reps

• Sumble provides a knowledge graph of internal account details like team structures, technologies used by specific teams, and active projects, offering deeper context than traditional sales intelligence tools.
• The product is built by Kaggle founders Anthony Goldbloom and Ben Hamner, leveraging their expertise in large-scale data engineering to transform messy public data into actionable insights.
• Sumble's pricing strategy disrupts the enterprise-contract sales intelligence market by offering a $99/month self-serve plan, making it accessible without lengthy procurement processes.
• The tool is particularly effective for technical products sold to technical buyers, where knowing which team uses a technology is critical to the sales motion.
• Sumble's MCP server allows GTM teams to query account data in plain English via AI models like Claude or ChatGPT, streamlining the research-to-outreach workflow.
• The broader lesson is that as AI execution layers commoditize, differentiation will come from superior data foundations, not just better AI models.

• Evaluate Sumble's free tier by running real target accounts through it to test if it provides unique insights not available in your current stack.
• Prioritize tools that offer deep account context (team structures, active projects) over generic contact databases if selling technical products to technical buyers.
• Leverage Sumble's API or warehouse integration to embed its data into your CRM or data warehouse for scalable scoring logic.
• Challenge incumbent sales intelligence pricing models by adopting disruptive, low-cost alternatives that deliver comparable or better insights.

• $38.5M (Total funding raised by Sumble from investors like Coatue and Canaan.)
• $99/month (Entry price for Sumble's self-serve plan, contrasting with traditional enterprise contracts starting at $30K.)
• 61 qualified companies (Result from a team running 1,800 accounts through Sumble to identify call center usage patterns.)
• 95% (Percentage of outbound sales efforts that fail to answer the 'why now' question, which Sumble addresses.)