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 AirOps, Hightouch or a separate enrichment workbench. The rows are the same records the rest of graph8 uses.

AirOps Hightouch
07 / Pricing

Free for verified companies. Pay for what the agents run.

Every plan has unlimited users. Credits pay for sending, calling and running the agents. Three plans.

Save 20% billed annually
For verified companies Free
Free forever
No credit card

Inbound, your first campaign and the AI front desk.

  • 5,000 starter credits as you get set up
  • 250 credits a month
  • Unlimited website visitors and form capture
  • AI web chat and AI receptionist
  • Send from your own business mailbox
  • 1 credit per contact reveal
Start Free
To scale outbound Team
$99 / mo
Billed monthly

Unlimited contact data and your own sending infrastructure.

  • 10,000 credits a month
  • Unlimited contact data, fair use
  • Mailboxes, domains and LinkedIn accounts
  • Dialer and outbound calling
  • Outside-provider enrichment
  • Export, API, MCP and CRM push
Start Team
For high volume and agencies Platform
$499 / mo
Billed monthly

Everything in Team, at the lowest credit price.

  • 75,000 credits a month
  • Everything in Team
  • Lowest credit price, $0.0067
  • Agency client workspaces
  • Higher fair-use and export limits
Start Platform

Start free with no credit card, or pick Team or Platform and pay monthly or annually at signup. You can change plans inside graph8 at any time, and your setup and data stay where they are.

Every plan
  • Unlimited users
  • Free search and browse of graph8 data
  • Getting started package: company research, brand kit, first landing page
  • Bring your own AI keys

Talk to us. Qualifying teams get 12 months of unlimited contact data, free. Talk to us

What the plans include

One platform, three plans

Every plan opens the same platform for the whole org. The plans differ in monthly credits, the price of an extra credit, contact data and sending infrastructure.

What the agents run

Paid in credits
  • 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

Unlimited on Team
  • Unlimited contact data on Team and Platform Reveals are unlimited for every user on Team and Platform, under fair use. On Free, each reveal costs 1 credit.
  • Export, API and MCP bulk Exports, API and MCP bulk pulls, CRM push and webhooks on Team and Platform, under fair use.
  • Buying signals Visitors, intent, hiring, and job-change signals on every account.
  • Waterfall enrichment Outside providers on Team and Platform, 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.
  • Sending infrastructure on paid plans Mailboxes, domains and phone lines at cost plus 30%, LinkedIn accounts at $10 a month, paid from your credits.
  • Built-in CDP and integrations Warehouse, 500+ connectors, two-way CRM sync included.
  • Monthly or annual Pay monthly and cancel anytime, or pay annually and save 20%.
  • Fair-use rate limits Limits apply on all plans. They guard against scraping, not real GTM work.

Credits pay for sending, calling, AI and enrichment. Monthly credits are used first, then starter credits.

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.