Clay is a spreadsheet. Deepline is a command.

The real difference

Your workflow is a command, not a spreadsheet

In Clay, a waterfall enrichment workflow means 15 formula columns, manual fallback logic, and a UI that crashes on large tables. In Deepline, the same workflow is one shell command: version-controlled, reproducible, shareable across clients, and runnable by your agent.

# Deepline: one command replaces 15 Clay formula columns
deepline enrich --input leads.csv --output enriched.csv \
--with-waterfall "email" \
--with '{"alias":"apollo","tool":"apollo_people_match","payload":{"first_name":"{{First Name}}","last_name":"{{Last Name}}"}}' \
--with '{"alias":"pdl","tool":"peopledatalabs_enrich_contact","payload":{"first_name":"{{First Name}}","last_name":"{{Last Name}}"}}' \
--end-waterfall \
--with '{"alias":"verify","tool":"leadmagic_email_validation","payload":{"email":"{{email}}"}}' \
--with '{"alias":"score","tool":"deeplineagent","payload":{"prompt":"Score this lead against our ICP","json_mode":true}}'

# Pilot on 2 rows before committing credits:
deepline enrich --input leads.csv --rows 0:1 --with-waterfall "email" ...

Provider costs

Same providers, lower cost

Deepline credits at Growth tier ($0.09/cr). Clay costs based on Launch plan ($185/mo, 2,500 data credits at around $0.05/cr).

BYOK mode: $0 - you pay providers directly at their rates. Managed credits: Starter $0.10/cr, Growth $0.09/cr, Scale $0.09/cr.

Callout

Who should use what

Choose the right fit

Side-by-side

Feature comparison

Key difference

The agent gap

Clay was built for humans clicking through a browser. It has no 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. Structured inputs, structured outputs.

# An agent can do this in Claude Code:
/deepline-gtm find verified work emails for leads.csv using waterfall enrichment

# Or with the CLI directly:
deepline enrich --input leads.csv \
--with '{"alias":"email","tool":"name_and_domain_to_email_waterfall","payload":{"first_name":"{{First Name}}","last_name":"{{Last Name}}","domain":"{{Domain}}"}}'

# Then push to your sequencer:
deepline tools execute instantly_add_to_campaign \
--payload '{"campaign_id":"abc-123","leads":[{"email":"{{email}}","first_name":"{{First Name}}"}]}'

# Clay has no equivalent CLI command

Scale

Row limits: the 50K cap

Clay's standard tables cap at 50,000 rows per table, even on Enterprise. Enterprise customers can enable "Passthrough Tables" for unlimited rows, but those work on a rolling basis, automatically deleting older rows. 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.

Plans

What you actually pay

Clay charges a platform fee plus dual credits. Deepline has no platform fee.

Common questions

FAQ