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Smelt is Stage 3 in the cold email workflow. Here’s how it fits with your other tools.

The 4-Stage Workflow

Stage-by-Stage

1

Stage 1: Find Leads

Build your lead list with contact data.Tools: Apollo, ListKit, ZoomInfo, LinkedIn Sales NavigatorOutput: CSV with names, emails, companies, titles
2

Stage 2: Enrich Data

Add more data points to your leads.Tools: Clay, Clearbit, Apollo enrichmentOutput: CSV with additional fields (industry, revenue, tech stack, funding, etc.)
3

Stage 3: Generate Copy (Smelt)

Turn your enriched data into personalized copy.Tool: SmeltOutput: CSV with new AI-generated columns (hooks, pain points, CTAs)
4

Stage 4: Send Emails

Import your personalized CSV and send.Tools: Instantly, Lemlist, Smartlead, Apollo sequencesOutput: Emails in inboxes → Replies → Revenue

Integration Examples

Simple flow without enrichment:
  1. Export leads from Apollo as CSV
  2. Upload to Smelt
  3. Generate personalized hooks and pain points
  4. Export from Smelt
  5. Import to Instantly with personalization columns
  6. Send campaigns

CSV Column Mapping

Your sending tool uses Smelt’s output columns as personalization variables:
Name your output columns clearly—they become the personalization variables in your sending tool!

Why Smelt vs. Built-In AI?

Many sending tools have built-in AI personalization. Here’s why Smelt is different:

The Cost Advantage

Example: 50,000 leads/month with 2 templates = 100,000 AI generations
Smelt isn’t replacing your sending tool—it’s giving you better personalization before you send.

What If I Don’t Have Enriched Data?

Smelt works with whatever data you have:
More data = better personalization. But even basic fields (name, company, title) create significantly better results than generic templates.

Budget-Friendly

Apollo (find + light enrich) → Smelt (generate) → Instantly (send)

High Volume

ListKit (find) → Clay (enrich) → Smelt (generate) → Smartlead (send)

Enterprise

ZoomInfo (find + enrich) → Smelt (generate) → Outreach/Salesloft (send)