Deepline vs Clay
Clay is great for no-code GTM workflows. Deepline is for builders, RevOps engineers, and AI agents who need programmatic access, no row limits, and their own API keys. Different tools for different teams.
- ✓ Use Claude Code, Cursor, or Codex
- ✓ Need AI agents to run enrichment autonomously
- ✓ Have your own Apollo, Crustdata, or PDL keys
- ✓ Process 50K+ rows without hitting a cap
- ✓ Want data in your own PostgreSQL database
- ✓ Need explicit cost visibility before every run
- ✓ Prefer a visual, no-code interface
- ✓ Don't want to use a terminal
- ✓ Have a non-technical GTM team
- ✓ Need pre-built Clay-native integrations
Side-by-side
Feature Comparison
| Feature | Deepline | Clay |
|---|---|---|
| Interface | CLI + API (agent-native) | Web UI (point-and-click) |
| AI agent automation | Full — agents run deepline enrich directly | Limited — no programmatic CLI, requires browser |
| Row limits | None — CSV-native, limited only by disk | 50K rows per table (Enterprise adds Passthrough Tables) |
| Enrichment providers | 15+ providers with waterfall logic | 75+ data providers via Clay UI |
| Bring your own API keys | Yes — connect any provider account, use free | Limited — most providers routed through Clay credits |
| Pricing model | Free — you pay only provider API costs | Platform fee ($149–$800+/mo) plus credits consumed per action |
| Claude Code integration | Native skill with slash commands | No Claude Code CLI integration |
| Data ownership | PostgreSQL DB included — your data, your schema | Data lives in Clay's tables |
| Pilot before spending | Yes — --rows 0:1 runs 2 rows first | No — auto-run on all rows by default |
| No-code UI | Local playground (browser-based cell inspector) | Full no-code interface with drag-and-drop |
| Non-technical users | CLI required today | Yes — built for non-technical GTM ops |
| Email sequencer integrations | Instantly, Lemlist, HeyReach, Smartlead | Instantly, Salesloft, Outreach, and others |
Key difference
The Agent Gap
Clay was designed for humans clicking through a browser. It does not offer a public CLI or programmatic API for agent automation. Claude Code, Codex, and other AI coding agents cannot drive Clay without a browser automation layer — which is slow, fragile, and token-expensive.
Deepline is a CLI. An agent calls deepline enrich the same way it calls git or curl. No browser. No clicks. Structured inputs, structured outputs.
# An agent can do this in Claude Code: deepline enrich leads.csv --waterfall --providers apollo,crustdata,pdl deepline sequence --provider instantly --campaign outbound-q1 # Clay has no equivalent CLI command
Scale
Row Limits: The 50K Cap
Clay's standard tables are capped at 50,000 rows per table, even on the Enterprise plan. Enterprise customers can enable "Passthrough Tables" for unlimited rows, but these work on a rolling basis — automatically deleting older rows to maintain continuous data flow. This is not the same as truly unlimited storage.
Deepline is CSV-native. Your row limit is your disk space. Process 500K rows with the same command as 500 rows. No restructuring, no workarounds, no data deletion.
Cost
Pricing: Credits vs Bring Your Own Keys
Clay uses a credit-based pricing model. Plans range from $149/mo (Starter, 2,000 credits) to $800+/mo (Pro, 50,000+ credits), with Enterprise contracts averaging $30,400/year. Each enrichment action costs credits — basic contact enrichment uses roughly 14 credits, while full contact + company enrichment can cost 75 credits per lead. Failed lookups still consume credits. Top-up credits cost 50% more than your plan rate.
Deepline has no platform fee and no credit system. You bring your own API keys (Apollo, Crustdata, PDL, Hunter, LeadMagic, etc.) and pay provider costs directly. Many providers offer generous free tiers. You see the estimated cost before every run and can pilot with --rows 0:1 to test on two rows first.
Trusted by GTM teams
Common questions
FAQ
Is Deepline really free?
Yes. Deepline is free to use with your own API keys. You pay only the provider costs (Apollo, Crustdata, PDL, etc.) directly. There is no platform fee, no credit system, and no row-based pricing.
Does Clay have row limits?
Yes. Standard Clay tables are capped at 50,000 rows per table, even on the Enterprise plan. Enterprise customers can use Passthrough Tables for unlimited rows, but these work on a rolling basis and automatically delete older rows.
Can AI agents use Clay?
Clay does not offer a public CLI or programmatic API designed for agent automation. AI coding agents like Claude Code, Codex, or Cursor cannot drive Clay workflows without a browser automation layer. Deepline is CLI-native, so agents call it the same way they call git or curl.
How much does Clay cost per enriched contact?
Clay uses a credit system. Basic contact enrichment costs roughly 14 credits, while full contact + company enrichment can cost 75 credits per lead. On the Starter plan ($149/mo for 2,000 credits), that works out to roughly $1–$5 per fully enriched contact depending on the actions used. Failed lookups still consume credits.
Can I use Deepline if I'm not technical?
Deepline requires a terminal today. If your team prefers a visual, no-code interface and doesn't use AI coding agents, Clay may be a better fit. However, if you have a RevOps engineer or use tools like Claude Code, Deepline integrates naturally into existing developer workflows.
Try Deepline in 30 seconds
Install the CLI and enrich your first contact. Free with your own API keys.
curl -s "https://code.deepline.com//api/v2/cli/install" | bash