Context
Why agents need a CLI-first alternative to Clay
Clay is a strong visual GTM workspace, and it now documents CLI, Public API, HTTP API, and webhook surfaces. But when coding agents own the workflow—Claude Code building outbound campaigns, Cursor scoring leads, Codex routing inbound—the primary artifact should be a typed, versioned Play, not a visual table.
Deepline is the agent-callable GTM data layer built for coding agents. 106+ integrations, waterfall enrichment, typed Plays, bring-your-own-keys, and a built-in PostgreSQL database—all accessible through a CLI agents can inspect and run.
Problems
Four constraints that matter for agent-driven GTM
Why teams building with Claude Code, Cursor, and Codex look for agent-native alternatives to spreadsheet-first tools.
Browser-only UIs block automation
Full CLI and SDK. Agents search Plays, inspect contracts, run pilots, and schedule workflows—all from the terminal.
Clay has current CLI and API surfaces around its visual workspace. Access and limits depend on the product and plan.
Opaque credit pricing makes cost unpredictable
Transparent per-operation pricing. BYOK mode has no platform fee—you pay providers directly at their list rate.
Credit-based pricing with dual credit tiers. Data Credits for lookups plus Action Credits for operations. Top-up credits cost more than plan credits.
Row limits break at scale
No row limits. Run governed datasets with runtime admission and provider limits.
Standard tables cap at 50K rows. Passthrough Tables offer unlimited rows but auto-delete older data on a rolling basis.
Data locked in vendor tables
Built-in PostgreSQL database. Every enrichment writes to `dl_resolved.contacts` and `dl_resolved.accounts`. Query with SQL, export anytime.
Data lives in Clay tables. Export as CSV when needed.
Comparison
Agent workflow capabilities side-by-side
| Capability | Deepline | Clay |
|---|---|---|
| Agent workflow model | Agents search, describe, check, run, own, and schedule typed Plays through CLI and SDK | Agents use current Clay CLI and Public API surfaces around the visual workspace |
| Workflow source | Owned .play.ts source can live in version control | Workflow state lives in the Clay workspace |
| CLI install | npm install -g deepline@latest | npm install -g @clay-hq/clay-cli |
| Agent skill bundle | Public skills on GitHub for Claude Code, Cursor, Codex | API-based integration |
| Waterfall enrichment | Maintained Plays with inspectable provider stages, validation, and fallback rules | Visual waterfall builder in the workspace |
| Provider catalog | 106+ integrations with BYOK and managed options | Clay-managed and BYOK options vary by provider and plan |
| Database | Built-in PostgreSQL with auto-resolved contacts, accounts, and event log | Clay tables (50K row standard limit) |
| Pricing model | Transparent per-operation pricing. BYOK has no platform fee. Managed billing depends on tool pricing. | Dual credit system: Data Credits for lookups, Action Credits for operations. Top-up credits cost more. |
Agent workflows
How coding agents use each platform
Claude Code outbound campaign
Claude Code uses the installed deepline-gtm skill to search Plays, find companies, discover contacts, waterfall emails, validate, and push to sequencer. One prompt, full pipeline.
Use Clay CLI or API to trigger workspace workflows. Visual builder required for workflow authoring.
Cursor CRM enrichment
Cursor reads the Deepline skill, exports CRM CSV, runs person enrichment waterfall, compares employer data, and flags changes. Typed contract, versioned source.
Cursor uses Clay API to trigger enrichment tables. Results stay in Clay workspace.
Codex lead scoring
Codex installs Deepline, runs firmographic enrichment, scores with AI against ICP criteria, and returns a scored CSV. Database-backed, SQL-queryable.
Codex integrates with Clay API for table-based enrichment and scoring.
Installation
Get started with Deepline for coding agents
# Install Deepline CLI npm install -g deepline@latest # Set up authentication and skills deepline setup --json # Your agent can now search, describe, and run Plays deepline plays search "verified work email waterfall" --json deepline plays describe prebuilt/name-and-domain-to-email-waterfall-batch --json # Run a pilot deepline plays run prebuilt/name-and-domain-to-email-waterfall-batch --csv leads.csv --watch
For Claude Code and Cursor: Install instructions at code.deepline.com/INSTALL.md
Related
Learn more
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FAQ
Common questions
What makes Deepline agent-native compared to Clay?+
Deepline centers typed Plays that agents inspect, run, test, and version through the CLI and SDK. Clay centers a visual GTM workspace with current CLI and API surfaces. Both expose programmatic interfaces; the difference is whether the Play source or the workspace is the primary artifact.
Does Clay have a CLI for agents?+
Yes. Clay documents CLI, Public API, HTTP API, and webhook interfaces. Access and limits depend on the current product and plan. Deepline differs by making typed, versioned Plays and CLI or SDK execution the primary operating model for agents.
Can I migrate Clay workflows to Deepline?+
Yes. Start with one workflow and compare its inputs, provider access, transformation logic, approvals, destinations, usage, and failure behavior. An agent inspects provider and Play contracts, authors an owned .play.ts workflow, checks it, and runs a pilot before scaling. Keep Clay when its visual workspace is the better operating surface.
Is Deepline free for agents?+
BYOK mode is free—you connect your own provider API keys and pay providers directly. Deepline charges no platform fee for BYOK operations. Managed billing depends on the pricing unit of each tool that executes.
Which coding agents work with Deepline?+
Claude Code, Cursor, Codex, Hermes Agent, and OpenClaw. Install the Deepline CLI and skill bundle. Agents read the skill, search Plays, inspect contracts, and run workflows from natural language instructions.
Can I still use Clay for visual workflows?+
Yes. Keep Clay when the team wants visual tables and no-code authoring. Use Deepline when a coding agent or application should operate a typed, versioned workflow through the CLI and SDK. Both products can coexist in a GTM stack.