Data / Data / Workbench 9+ features

Build, enrich and route lists in a spreadsheet.

Pull rows into a grid from the graph8 CDP, your warehouse, your CRM, a CSV or an API. Enrich them through a waterfall of external data providers and add columns written by AI prompts. Then push the results to your CRM, an ad audience or a sequence. Your team sets the rules for what happens when a row matches, and every change can be undone.

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g8 graph8 includes Data Workbench Works on the same data as every other part of graph8
9+ features
Data Workbench
How you pay

You pay execution credits for what the agents run, not per seat.

Q3 EMEA Manufacturing Targets Example sheet, 240 rows
Enrich column AI formula Push to CRM
Company Contact Title Headcount Intent AI Fit Score
N Northwind Robotics
Mara Voss VP Sales, APAC 1,200 APAC expansion 94
N Northwind Industrial
Sam Chen Director RevOps 480 Sales tool consolidation 87
C Cobalt Labs
Priya Anand Head of GTM 210 Outbound automation 82
V Vantage Freight
Marcus Ortiz CRO 320 CRM migration 76
O Orbit Payments
Hannah Lee VP Demand Gen 95 ABM rebuild 71
H Halcyon Systems
Tobi Adesina SDR Manager 180 Sequencer eval 68
240 rows, 6 of 240 shown Sources: graph8 CDP, graph8 intent, Apollo waterfall
Features

What Data Workbench includes

Each feature works in the app. Where supported, your team can also use it through the MCP server or the CLI.

Feature

Spreadsheet editor

A familiar grid with column types, formulas, filters, sorting and inline editing.

Feature

Rows from several sources

Pull rows from the graph8 CDP, your warehouse, your CRM, a CSV upload or an API endpoint.

Feature

AI formula columns

Write a prompt to fill a column: score this lead, draft an opener, classify the industry.

Feature

Enrichment waterfall

Each row goes to data providers in turn until one returns a match. You pay only on a match, and you can use your own keys.

Feature

Transforms and cleanup

Dedup, normalize, split, merge and conditional logic. Strip PII. Validate email and phone in the grid.

Feature

Saved views

Column layouts and filters saved per user. Share them with the team or pin them to your dashboard.

Feature

Export and sync

Push to your CRM, ad audiences, sequences, BI tools, a warehouse, S3 or a webhook, in real time or on a schedule.

Feature

Triggers from rows

When a row matches your criteria, start a sequence, route it to an AE, create a task or call a workflow.

Feature

Audit and versioning

Every change is attributed and can be undone. Branch and merge between workbench sheets.

Replaces or syncs with

Use it instead of Clay, AirOps or Hightouch. The rows are the same records the rest of graph8 uses.

Clay AirOps Hightouch
07 / Pricing

You pay for what the agents run. Every user is included on the Team plan.

Execution credits send, call, and run agents. Contact credits reveal and enrich the people you target. Three ways in.

For trying it out Pay as you go
Free to start

A free entry point to the full platform. No credit card.

  • 1,000 contact reveals to start
  • 500 execution actions free
  • Full platform access, no card
  • Then $0.05 per credit
Start Free
For data in your AI tools MCP Unlimited
$25 / user

Unlimited contact data, in the tools you already use.

  • Unlimited contact data, fair use
  • 2,500 execution credits a month
  • Priced per user, not per org
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Start Free
Recommended
The full platform Team plan
$99 / mo

Unlimited users and data. Every app, one bill.

  • Campaigns, dialer, AI voice, and AI workflows
  • Meetings routed and booked for you
  • 10,000 execution credits a month
  • Unlimited users, no seat fees
  • 7-day free trial, no credit card
Start Free

Everything in the Team plan

$99 / mo, all included

The $99 Team plan is the full platform: everything below, for the whole org. MCP Unlimited and Pay as you go are lighter entry points with usage and seat limits.

What the agents run

10,000 credits included
  • Campaigns and sending infrastructure Mailboxes, domains, and deliverability run for you, end to end.
  • 5-channel sequencer Email, phone, LinkedIn, SMS, and WhatsApp in automated sequences.
  • Dialer and AI voice agents Reps call from the built-in dialer. AI voice answers inbound calls, makes outbound ones and books the meeting.
  • AI inbox Every inbound email, LinkedIn message and reply sorted, drafted and answered.
  • Meeting routing and booking Route leads to the right rep and book the meeting automatically.
  • CRM, pipeline, and quotes Deals, quotes, and each rep's daily list in My Desk.
  • Studio content engine Brand, newsletters, landing pages, ads, and campaign content.
  • AI agents and workflows Operator and Executor agents for RevOps, deal reviews, and SDR work.

Contact data

Included
  • MCP Unlimited for every user A $25 per user value, included for the whole org on the Team plan.
  • No monthly cap on contact data Reveals, lookups, enrichments, and exports run org-wide, every seat.
  • Buying signals Visitors, intent, hiring, and job-change signals on every account.
  • Waterfall enrichment Third-party providers, pay on match or bring your own keys.
  • Free search and browse Your whole team explores 700M+ contacts and 100M+ companies.

For the whole team

Always on
  • Unlimited users, no seat fees Invite everyone. Pricing never scales with headcount.
  • Every feature unlocked No tiers gating voice, enrichment, sequencer, campaigns, or desktop.
  • Built-in CDP and integrations Warehouse, 500+ connectors, two-way CRM sync included.
  • Month-to-month, no contracts Cancel anytime.
  • Fair-use rate limits Limits apply on all plans. They guard against scraping, not real GTM work.

Execution credits send, call, and run agents. Contact credits reveal and enrich the people you target.

Data Workbench

Build and enrich lists in one grid

Spreadsheet editing, rows from several sources, AI formulas, enrichment waterfalls, cleanup, saved views, export, row triggers and change history are all part of graph8. Start free, no card.