{"version":"1.0","type":"card","id":"54c95b37-7e3c-4c2e-9353-b629a03bef15","url":"https://stacklist.com/card/54c95b37-7e3c-4c2e-9353-b629a03bef15","title":"Signal-Based Prospecting: How to Replace Spray-and-Pray Outbound","source_url":"https://formanorden.com/blog/signal-based-prospecting/","note":"Practitioner guide to building AI-driven outbound that triggers on real buying signals: pricing page visits, funding rounds, job postings using Clay, n8n, and Smartlead. Full tool breakdown and cost estimates. The system-level explanation of what Jeff's AI stack is designed to run.\n","image":{"url":"https://ucarecdn.com/a0a80785-cf9f-4aba-b4c8-84573316fe2a/","alt":"Signal-Based Prospecting: How to Replace Spray-and-Pray Outbound","width":1200,"height":707},"stack":{"id":"ce917dec-7d37-43dd-8fce-9a0a634728ce","title":"AI Tools That Are Changing How Reps Sell","url":"https://stacklist.com/c/business/stack/ce917dec-7d37-43dd-8fce-9a0a634728ce"},"created_at":"2026-06-23T03:48:56.711Z","updated_at":null,"aco":{"summary":"Signal-Based Prospecting is a modern B2B SaaS sales approach that triggers outreach when specific buying signals occur (job changes, pricing page visits, funding rounds) rather than sending to static lists. This method achieves 4-8x higher conversion rates than traditional untriggered list sends by reaching prospects at the right moment when they're more receptive.","tags":["signal-based-prospecting","b2b-saas","outbound-sales","sales-leads","email-outreach","buying-signals","sales-strategy"],"key_entities":[{"name":"signal-based prospecting","type":"concept","confidence":0.99},{"name":"B2B SaaS","type":"concept","confidence":0.98},{"name":"buying signals","type":"concept","confidence":0.97},{"name":"outbound revenue","type":"concept","confidence":0.95},{"name":"dynamic workflows","type":"concept","confidence":0.92},{"name":"SPF, DKIM, DMARC","type":"technology","confidence":0.9},{"name":"Google","type":"organization","confidence":0.95},{"name":"Microsoft","type":"organization","confidence":0.95}],"classification":"tutorial","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-06-23T03:49:02.207Z"},"token_counts":{"approximate":4279,"cl100k":3626},"content_hash":"sha256:01afff65474e4b7c3117e5fdda23c404d639fd9e152922a879998cf8bac55f8b","acp_version":"0.2","body_available":true,"body_tokens":4279,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/54c95b37-7e3c-4c2e-9353-b629a03bef15.json","html":"https://stacklist.com/card/54c95b37-7e3c-4c2e-9353-b629a03bef15","md":"/api/public/card/54c95b37-7e3c-4c2e-9353-b629a03bef15.md","stack_json":"/api/public/stack/ce917dec-7d37-43dd-8fce-9a0a634728ce.json"}}