Deepline for Revenue Operations

Stop fighting your enrichment tool. One CLI for all your providers, sequencers, and the PostgreSQL database where your enriched data actually lives. No credit surprises. No row limits.

15+
data providers
85-90%
email coverage
5-10x
fewer tokens vs MCP
Free
with your own API keys

Who this is for

RevOps leads and Sales Ops practitioners at B2B companies who need reliable enrichment but are tired of spreadsheet-tool instability, surprise credit burns, and 50K row limits. 75% of RevOps professionals cite data inconsistencies as the most frustrating part of their tech stack — Deepline fixes the enrichment layer.

The 3 problems RevOps teams deal with every week

Surprise credit burns
"20K credits gone in 30 minutes — couldn't tell which workbook was running."

— Common RevOps community feedback

AI that degrades at scale
"AI prompt is accurate for 10 companies. Grades everyone 'A' when I run 400."

— Common RevOps community feedback

Complexity that wastes your time
"I've spent the last 3 hours with ChatGPT and Sculptor and I'm about to lose it."

— Common RevOps community feedback

These aren't edge cases — they're patterns from thousands of community discussions. The average RevOps team spends more time debugging their enrichment tool than actually enriching data.

How Deepline solves the RevOps enrichment stack

Four workflows that replace dozens of manual steps, formula columns, and fragile Zapier automations.

Step 01

List hygiene automation

Validate, deduplicate, and re-enrich stale contacts on a schedule. Deepline waterfalls across providers and validates emails in a single command — no manual formula columns, no messy Zapier chains.

deepline enrich --input stale-contacts.csv --output clean.csv \
  --with-waterfall "email" \
  --with 'apollo=apollo_people_match:{"first_name":"{{First Name}}","last_name":"{{Last Name}}"}' \
  --with 'pdl=peopledatalabs_enrich_contact:{"first_name":"{{First Name}}","last_name":"{{Last Name}}"}' \
  --end-waterfall \
  --with 'verify=leadmagic_email_validation:{"email":"{{email}}"}'
Step 02

Inbound enrichment and scoring

Enrich every new form submission before it hits the CRM. Company lookup, email validation, and AI scoring so your SDRs only see qualified, complete records. AI runs deterministically per row — no batch degradation at scale.

deepline enrich --input inbound-today.csv --output enriched.csv \
  --with 'company=crustdata_companydb_autocomplete:{"field":"company_name","query":"{{Company}}"}' \
  --with 'verify=leadmagic_email_validation:{"email":"{{Email}}"}' \
  --with 'score=call_ai:{"prompt":"Score this inbound lead 1-10 against our ICP: {{company}}. Return JSON with score, tier, reason.","json_mode":true}' \
  --rows 0:1  # pilot on 2 rows first
Step 03

Account-based targeting

Build company and contact lists for target accounts, then score with AI. Waterfall across multiple providers to maximize coverage on high-value accounts. No Clay row limits slowing you down.

deepline enrich --input target-accounts.csv --output scored-accounts.csv \
  --with 'contacts=apollo_org_search:{"organization_name":"{{Company}}"}' \
  --with 'enriched=peopledatalabs_enrich_company:{"name":"{{Company}}"}' \
  --with 'score=call_ai:{"prompt":"Score this account for enterprise fit: {{contacts}} {{enriched}}","json_mode":true}'
Step 04

Sequencer push

Push enriched contacts to Instantly, Lemlist, HeyReach, or Smartlead automatically. No manual CSV exports, no copy-paste, no export fees.

deepline sequence --provider instantly --campaign outbound-q1 --input scored-accounts.csv

# Or push to multiple sequencers
deepline sequence --provider lemlist --campaign email-q1 --input scored-accounts.csv
deepline sequence --provider heyreach --campaign linkedin-q1 --input scored-accounts.csv

Billing that doesn't surprise you

Deepline uses an explicit execution model. Nothing auto-runs. Every command shows you exactly what it will do before it does it.

Pilot first

Use --rows 0:1 to test on 2 rows before committing to a full run. See exactly what data comes back.

Monthly caps

Set limits with deepline billing --set-monthly-limit. No surprise charges, no auto-run credit burn.

Transparent costs

One API call per row per column. No hidden retry storms, no opaque credit multipliers. BYOK means you pay providers directly.

Your data stays in PostgreSQL — not a vendor's proprietary tables

Every Deepline workspace includes a PostgreSQL database. Your enriched data lives in your own schema — queryable with SQL, exportable without fees, and owned by you. Full audit trail of every enrichment operation: which provider returned which field, when, and at what cost.

-- Query your enriched data directly
SELECT email, company, icp_score, enriched_at
FROM dl_resolved.contacts
WHERE icp_score >= 8
ORDER BY enriched_at DESC;

-- Full audit trail
SELECT provider, action, cost_credits, created_at
FROM dl_resolved.enrichment_history
WHERE contact_email = 'vp@target-account.com';

No vendor lock-in. No export charges. No 50K row caps on your own data. Compare that to enrichment tools where your data lives in their proprietary tables and you pay to get it out.

Works alongside your existing tools

Deepline doesn't replace your CRM. It enriches the data that goes into it. Use Deepline to clean, enrich, validate, and score your leads — then push them to Salesforce, HubSpot, or your sequencer of choice.

Apollo
PDL
Crustdata
LeadMagic
Hunter
Instantly
Lemlist
HeyReach
Smartlead
Salesforce
HubSpot
PostgreSQL

A note for non-technical RevOps practitioners

Deepline is CLI-first today. RevOps practitioners who prefer a UI can work with a GTM engineer to set up workflows. Claude Code can also build and run enrichment pipelines for you with natural language instructions — just describe what you need in plain English and the agent handles the rest.

Trusted by GTM teams

+17%
Win rate improvement at Mixmax from AI-prioritized account signals
Months → Days
Series B aerospace company unified 15+ data sources in under one week
8x lift
Enterprise cybersecurity identified 8,200 high-propensity accounts with <10 hours RevOps effort

Frequently asked questions

Do I need to be technical to use Deepline for RevOps?

Deepline is CLI-first, so basic terminal comfort helps. RevOps practitioners who prefer a UI can work with a GTM engineer to set up Deepline workflows. Claude Code can also build and run enrichment pipelines for you with natural language instructions — just describe what you need.

How does Deepline prevent surprise credit burns?

Deepline uses an explicit execution model. Nothing runs until you say so. Use --rows 0:1 to pilot on 2 rows before committing. Set monthly billing caps with deepline billing --set-monthly-limit. There is no auto-run. One API call per row per column — no hidden retry storms or opaque credit multipliers.

Can Deepline replace Clay for my RevOps team?

Deepline replaces the enrichment and data pipeline parts of Clay. It does not replace your CRM. Deepline enriches the data that goes into your CRM, sequencer, or data warehouse — with better reliability, no row limits, and transparent costs.

What enrichment providers does Deepline support?

Deepline supports 15+ providers including Apollo, PeopleDataLabs, Crustdata, LeadMagic, Hunter, and more. You bring your own API keys and pay provider costs directly — no credit markup. Waterfall logic tries providers in order and stops at the first hit, maximizing coverage while minimizing cost.

How does the PostgreSQL database work?

Every Deepline workspace includes a PostgreSQL database where your enriched data lives. You own the schema, can query it directly with SQL, and export without fees. No vendor lock-in on your data. No 50K row caps.

How does waterfall enrichment improve email hit rates?

Single-provider email lookups typically hit 50-70% coverage. Waterfall enrichment tries multiple providers in sequence — Apollo first, then PDL, then Hunter — and stops at the first match. This pushes coverage to 85-90% without manual conditional logic or formula columns.

Learn more

Try Deepline in 30 seconds

Install the CLI and run your first enrichment. Free with your own API keys.

curl -s "https://code.deepline.com//api/v2/cli/install" | bash
Learn more about Deepline →