// Features

The surfaces that make agents productive.

Six core capabilities behind Deepline's enrichment, orchestration, and agent workflows. Run them from Claude Code, your terminal, or CI — same shell, same SQL.

// Features

LLMs love Deepline.

Six surfaces that make agents productive on the GTM stack — and keep humans in control.

01Agent-native execution

Agent-native execution.

Run prospecting, enrichment, research, and activation directly from Claude Code. Cursor and Codex too — same skills, same shell.

Claude Code · ~/gtm
live
build a list of Series B fintechs and enrich their Heads of GTM
00discover.companiesCrustdata · ICP fintech_series_b✓ 142 rows
01research.accountsFirecrawl · funding round, hq✓ 142 rows
02discover.peopleApollo · title=~/Head of GTM/✓ 211 rows
03waterfall.emailsApollo→Crustdata→PDLrunning
04sequence.createInstantly · template=outboundpending
0258+ GTM providers

58+ GTM providers, one interface.

Connect Claude Code to the tools your GTM team already uses across data, enrichment, CRM, sequencing, ads, and scraping. No stitching together one-off APIs.

providers · registered
50+
enrichment
ApolloCrustdataPDLZoomInfoClearbit+ more
scraping
ApifyFirecrawlBrightDataProxycurl+ more
validation
HunterNeverBounceKickboxZeroBounce+ more
sequencing
InstantlyLemlistSmartleadHeyReach+ more
crm
SalesforceHubSpotAttioPipedrive+ more
03Auditable by default

Auditable by default.

Every provider call is logged with spend, latency, prompt, version, and seat. Replay any job. Diff yesterday’s run against today’s. No more black-box pipelines.

runs · 2026-05-12 · job 4827
replayable
tsfunctionprovidernms$
14:22:08waterfall.emailsapollo142230$5.68
14:22:14waterfall.emailscrustdata38410$2.28
14:22:21validate.emailneverbnc165180$0.41
14:22:29sequence.createinstantly5290$0.00
diff vs run 48262 new providers · −$0.84
04Repeatable, every time

Repeatable, every time.

The same prompt produces the same job. Pin a version, share it across seats, and rerun next quarter — Deepline replays the exact provider order against today’s cache.

play · pinned
v0.4.2
competitor-outbound.deepline@v0.4.2
Mayatoday489 / $19.56
Diegoyesterday489 / $0.00 · 100% cache
Priyalast week489 / $0.00 · 100% cache
James30d ago476 / $0.78
same prompt · same providers · same answer
05Workflows you own

Workflows you own.

Define your best plays in code and write every result to a SQL database you control. No more data trapped inside a vendor’s tables.

postgres · deepline_runs
your db
SELECT email, company, provider, cost
FROM deepline_runs
WHERE campaign = 'fintech-q1-2026'
ORDER BY ts DESC LIMIT 5;
emailcompanyprovider$
d.solis@ramp.comRampapollo$0.04
m.cho@brex.comBrexcrustdata$0.06
a.patel@mercury.comMercuryapollo$0.04
s.lee@navan.comNavanpdl$0.05
k.kim@airbase.comAirbaseapollo$0.04
06Safe runs at scale

Safe runs, all the way to 100,000.

Pilot on a few rows, cap spend, inspect logs, and rerun jobs without rebuilding fragile tables. The same job runs on 5 contacts or 100,000.

scale · spend-capped
cap: $5,000
pilot
100 rows
$4.20 3s
test
1,000 rows
$42.00 28s
rollout
10,000 rows
$420.004m 41s
campaign
100,000 rows
$4,20047m 12s
same job, same code, same schema —just bigger.