{"schemaVersion":"1.0","source":"The Workflow Finder","sourceUrl":"https://www.theworkflowfinder.com","license":"Free to use with attribution and a link to the cited page","generated":"2026-08-28","workflow":{"title":"Automate Sales Prospecting from List to Personalized Outreach","slug":"automate-sales-prospecting-with-clay","url":"https://www.theworkflowfinder.com/workflows/automate-sales-prospecting-with-clay","description":"Build a prospecting system that enriches leads, scores them, and writes personalized first lines, so your team sends better emails in a fraction of the time.","difficulty":"Intermediate","timeEstimate":"3 hrs to set up","schemaDuration":"PT3H","expectedResult":"A live Clay table that auto-enriches any new lead with company data, a fit score, and a personalized opening line, ready to push into your outreach sequences.","tags":["Sales","Prospecting","Automation","Outreach","Lead Generation"]},"steps":[{"position":1,"title":"Build your target account list","instructions":"Use Apollo.io's search filters to pull a list of accounts matching your ICP, filter by industry, headcount, revenue range, and tech stack. Export as CSV.","input":"Workflow inputs: the topic, goal, or raw materials the user is starting from.","output":"Handoff artifact consumed by Step 2 (\"Enrich leads in Clay\").","toolSlots":[{"slug":"apollo-io","name":"Apollo.io","url":"https://www.theworkflowfinder.com/tools/apollo-io","category":"Marketing","pricing":"freemium","capabilities":["Lead generation","CRM automation","Outreach & email sequencing"],"hasApi":true}]},{"position":2,"title":"Enrich leads in Clay","instructions":"Import the CSV into Clay. Use Clay's waterfall enrichment to layer in contact emails, LinkedIn URLs, recent company news, and funding data from multiple data sources automatically.","input":"Output of Step 1 (\"Build your target account list\").","output":"Handoff artifact consumed by Step 3 (\"Score leads with an AI formula\").","toolSlots":[{"slug":"clay","name":"Clay","url":"https://www.theworkflowfinder.com/tools/clay","category":"Marketing","pricing":"freemium","capabilities":["Lead generation","CRM automation","Data analysis"]}]},{"position":3,"title":"Score leads with an AI formula","instructions":"Add a Clay column that sends each row to the ChatGPT API. Prompt it to output a lead score from 1–10 based on fit criteria you define, plus a one-sentence reasoning note.","input":"Output of Step 2 (\"Enrich leads in Clay\").","output":"Handoff artifact consumed by Step 4 (\"Generate personalized opening lines\").","toolSlots":[{"slug":"clay","name":"Clay","url":"https://www.theworkflowfinder.com/tools/clay","category":"Marketing","pricing":"freemium","capabilities":["Lead generation","CRM automation","Data analysis"]},{"slug":"chatgpt","name":"ChatGPT","url":"https://www.theworkflowfinder.com/tools/chatgpt","category":"Writing","pricing":"paid","capabilities":["Long-form writing","Code generation","Web research"],"hasApi":true}]},{"position":4,"title":"Generate personalized opening lines","instructions":"Add another Clay column that uses Claude via API to write a 2-sentence personalized opening line per lead, referencing their recent news, job title, and company focus.","input":"Output of Step 3 (\"Score leads with an AI formula\").","output":"Handoff artifact consumed by Step 5 (\"Push qualified leads to outreach\").","toolSlots":[{"slug":"clay","name":"Clay","url":"https://www.theworkflowfinder.com/tools/clay","category":"Marketing","pricing":"freemium","capabilities":["Lead generation","CRM automation","Data analysis"]},{"slug":"claude","name":"Claude","url":"https://www.theworkflowfinder.com/tools/claude","category":"Writing","pricing":"freemium","capabilities":["Long-form writing","Code generation","Web research"],"hasApi":true}]},{"position":5,"title":"Push qualified leads to outreach","instructions":"Filter Clay to scores 7+ and push those rows directly into Instantly AI sequences. The personalized first line auto-populates in the email template.","input":"Output of Step 4 (\"Generate personalized opening lines\").","output":"Final workflow output: A live Clay table that auto-enriches any new lead with company data, a fit score, and a personalized opening line, ready to push into your outreach sequences.","toolSlots":[{"slug":"instantly-ai","name":"Instantly.ai","url":"https://www.theworkflowfinder.com/tools/instantly-ai","category":"Marketing","pricing":"paid","capabilities":["Outreach & email sequencing","Lead generation"]}]}]}