B2B data
700M+ verified contacts, 100M+ companies, enrichment. Free in graph8.
Replaces 
the autonomous revenue system Free GTM data
Free GTM data 
for GTM Engineers
Free fuel for the stack you ship, and for the buyer graph the whole system runs on.
Query 700M+ contacts, 100M+ companies, and 30B+ intent signals over MCP, API, and webhooks. graph8 gives every GTM Engineer a free buyer graph to wire into Connections, Functions, and your agent stack. Pay only when graph8 executes the work.
Query the graph over MCP → Route intent into Connections → Enrich events with a Function → Build the audience → Launch the sync (paid)
Prefer Claude or Cursor? Query the graph right there over MCP. Contacts at those accounts
Search
Filter
Add
Name Title Company
JL Jordan Lee VP Engineering Northwind
SP Sam Park Director, RevOps Cobalt Labs
AK Alex Kim Head of Growth Meridian Co
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In-market signals
All Intent Hiring Activity
Live
Now - Intent
Northwind researched your category 3x this week Route to list 1h ago - Hiring
Cobalt Labs posted 4 roles you sell into Build audience Today - Intent
Meridian Co compared you against a competitor 2d ago - Activity
Initech matched your ICP and went in-market Enrich event
Showing last 24h - 4 signals
View all
80+ tools, your IDE
Trusted byEnterpriseteams on graph8
What you can do today, for free
The data layer your job runs on, free to use right now.
No seat license, no card. Search, filter, and build with the same data the paying teams use.
Query the buyer graph from your stack
700M+ contacts and 100M+ companies behind the same 80+ tools the in-app agent uses. Hit them over MCP, the API, or webhooks. No data vendor contract, no per-record fee, no waiting on procurement.
Route intent into Connections
30B+ intent signals scored at the account and contact level, free to pull. Pipe the in-market accounts straight into your routing table as a source, no co-op data subscription required.
Enrich events with a Function
Write a JavaScript Function that calls the free graph to attach firmographics, intent topic, and verified contact fields to a raw pageview. Test it on a sample payload with Run, then ship the enriched event downstream.
Build audiences off hiring signals
Hiring signals flag the accounts staffing up for the pain you solve. Filter them into a saved list and stage it as a custom audience, all on free data before a single credit is spent.
Expose the graph to your agents
Drop the MCP config into Claude Desktop or Cursor and ask in English: find me VPs of Engineering at SaaS companies with 100+ employees. The free data answers come back as tool calls you can wire anywhere.
Sync verified fields into your CRM
Map intent_keywords, last_visit_at, and verified contact fields from the free graph into HubSpot or Salesforce, per field, with Auto Fill or Overwrite. Your CRM, your direction, no integration vendor.
Free in graph8. Unlimited.
The data products you prospect on, free to query.
The data other platforms meter by record and by seat, graph8 gives away. One buyer graph, free within fair use.
Buyer intent
Route in-market accounts into your pipeline before they raise a hand.
graph8 maps 30B+ intent signals to real accounts. Pull the companies researching your category and your exact keywords, scored at the account and contact level, and route them into Connections as a source. Real behavior, free to query over MCP, API, or webhook.
- Pipe intent as a source. Drop in-market accounts into your routing table without a co-op data subscription.
- Enrich events with intent topic. Attach the researched keyword to a raw pageview inside a Function.
- Score and fan out. Rank by account activity and ICP fit, then forward to warehouse, ads, and CRM.
In-market signals
All Intent Hiring Activity
Live
Now - Intent
Northwind researched your category 3 times this week Route to list 1h ago - Intent
Meridian Co compared you against a competitor Enrich event Today - Intent
Apex Industries read 3 docs on your category 2d ago - Activity
Umbrella matched your ICP and went in-market
Showing last 24h - 4 signals
View all
Programmatic access
Every screen in graph8 is also a tool your stack can call.
The same 80+ tools the in-app agent uses are exposed over a local stdio and GTM-mode MCP server, plus a REST API and inbound webhooks. Querying the free buyer graph, finding contacts, building lists, all of it lands as a tool call you wire into Claude Desktop, Cursor, or your own code. Reading the data never costs a credit.
- Drop in the MCP config. Add the connector, restart, and ask for contacts in plain English from your IDE.
- Discover tools on demand. g8_tool_search loads workflow, intent, and field categories when you need them.
- Call the API directly. Per-environment keys for find-contacts, create-lists, and search-companies on the free graph.
Free data as callable tools
Search
Filter
Add
Tool Surface Returns Cost
G g8_find_contacts MCP / APIVerified contacts Free
G g8_find_companies MCP / API100M+ companies Free
G g8_intent_stats MCP / APIIn-market accounts Free
G g8_create_list MCP / APISaved audience Free
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Contacts and companies
700M+ contacts and 100M+ companies, free to query and export.
Filter the whole graph by title, seniority, industry, size, and region. Pull verified work emails and direct dials resolved to the person, then map them into your CRM or push them as a custom audience. No per-record fee, no export credits, no data vendor.
- Resolve to the person. Verified work emails and direct dials, deduped and validated on one buyer graph.
- Map into the CRM. Per-field Auto Fill or Overwrite into HubSpot or Salesforce, your direction.
- Export anywhere. Take the list into your warehouse or ad platform, free.
Contacts at in-market accounts
Search
Filter
Add
Name Title Company Contact
JL Jordan Lee VP EngineeringNorthwind Verified
SP Sam Park Director, RevOpsCobalt Labs Verified
AK Alex Kim Head of GrowthMeridian Co Verified
RD Robin Diaz Platform EngineerApex Industries Verified
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Your 5-minute workflow
Wire the free buyer graph into your stack, in 5 minutes
No vendor contract, no setup. From logged-in to a queryable buyer graph routing into Connections.
Create an API key
Open settings, mint a dev key, and copy the MCP config block for Claude Desktop or Cursor.
Query the graph
Ask for in-market accounts in your ICP. The free data comes back as tool calls.
Route intent into Connections
Pipe the in-market accounts into your routing table as a source.
Enrich with a Function
Write a JavaScript transform that attaches intent topic and firmographics, then hit Run on a sample payload.
Save the audience
Build a ranked list off intent and hiring signals, staged for a sync. No credit spent until graph8 runs it.
Ask graph8 anything
An agent that knows your world
Sparkle icon, top right, every page. Or DM the same agent from your phone via WhatsApp, Slack, Roam, or iMessage.
Sample agent exchange · illustrative
An agent that knows your world
Online
Recent
Pipeline summarynow
Tesla close plan2h
Renewal riskMon
Best 3 leadsFri
TC
Pull in-market accounts in my ICP and stage them as an audience
9:42 AMRead
12 accounts are in-market or hiring this week · 8 match your ICP · all free to query
AccountSignalContact
NorthwindResearched your category 3xJordan Lee, VP Eng
Cobalt LabsHiring 4 roles you sell intoSam Park, Director
Meridian CoCompared you vs a competitorAlex Kim, Head of Growth
The query, the contacts, and the saved list are all free. Wire the list into Connections as a source and graph8 runs the audience sync when you are ready. You pay only for execution.
9:42 AMgraph8
TC
Ask anything - try "show open deals over $20k"
Send
Try
Find VPs of Engineering at SaaS companies with 100+ employees Which accounts in my territory went in-market this week? Build a list of accounts hiring for roles I sell into
Use it where you already work
Prospect from inside Claude or ChatGPT.
Connect graph8 once and your free data becomes tools the AI can call. Ask for in-market accounts, hiring signals, or verified contacts in plain language, right where you already work. No export, no tab-switching.
connect graph8
https://be.graph8.com/mcp/ Paste once, sign in with your work email, and the data tools appear. Free to query.
Claude.ai
Claude Desktop
ChatGPT
Cursor
Or DM the same agent on Slack, WhatsApp, or iMessage.
Try asking
Find VPs of Engineering at SaaS companies with 100+ employees Which accounts in my territory went in-market this week? Build a list of accounts hiring for roles I sell into
Free vs paid, made crystal clear
The data is free. You pay only when graph8 does the work.
Browsing, searching, enriching, and exporting never cost a credit. Credits apply only when you send, call, or generate.
Free in graph8 The data layer. No credit cost, no seat fee, never expires.
- Search 700M+ contacts and 100M+ companies
- 30B+ intent signals, refreshed daily
- Hiring signals on the accounts staffing up for your pain
- Build lists and audiences
- Website visitor de-anonymization (once you add a one-line script)
- Browse waterfall enrichment (only charged when you act on a record)
- Export your data, unlimited users, no per-seat fee
Paid when graph8 does the work Execution runs on credits. You start with 1,000 free, then $0.05 each.
- Send sequences across email, SMS, WhatsApp, and LinkedIn (1 credit per message)
- AI voice calls and meeting booking (20 credits per voice minute)
- AI generation, including drafted briefs and copy (1 credit per 1,000 tokens)
- Running Launches, campaigns, and Agents
- Managed execution and marketplace operators
Free in graph8. Unlimited.
Stop paying for data.
The data these tools meter by record and by seat, graph8 gives away. Contacts, companies, intent, hiring, and visitor reveal on one buyer graph, free to query within fair use.
See the data layerIntent and hiring
In-market accounts, buying committees, and hiring signals. Free in graph8.
Replaces 
Visitor ID
Anonymous website visitors mapped to company and person. Free in graph8.
Replaces 
No seat licenses
Shipping the stack for your team? Bring them onto the same graph.
There are no seat licenses, so your whole GTM team can sit on the same free data layer you wire up. Invite RevOps, marketing ops, and the agent operators who run what you ship.
From free data to the full system
When your stack runs on graph8, leadership can run the whole motion on it.
graph8 is the autonomous revenue system: it senses buyer intent, launches the outreach, runs the conversations, and builds pipeline on the same buyer graph you wire into your stack for free. Start as one GTM Engineer. Expand into launches, agents, and pipeline when the team is ready.
Signals → Launches → Conversations → Pipeline → Cash
Built on a decade of campaign data
The same engine that powered campaigns for Cisco, Okta, IBM, Yamaha, and Nasdaq, now a free GTM data layer. Real outbound outcomes, not synthetic data.
Before you get started
Frequently Asked Questions
graph8's first-party data is free on every plan within a fair-use cap. That covers 700M+ contacts, 100M+ companies, 30B+ intent signals, hiring signals, and website-visitor identification. You search it, filter it, and build lists from it without paying per record or per seat.
No. Intent signals, hiring signals, contacts, and companies are usable the moment you sign up. The one thing that needs setup is website-visitor reveal, which takes a single line of JavaScript on your site, and it is free too once it is in.
Only execution. Credits deduct when graph8 does the work: AI generation, outreach sends, voice minutes, meeting bookings, and third-party waterfall enrichment. Browsing and querying the data layer never costs a credit.
It is real behavioral data resolved to real accounts, not a co-op proxy. 30B+ signals a month with page-level scoring and firmographic breakdowns, refreshed through the day. Nothing is scraped from the open internet.
Verified and continuously validated, with dedup and merge built in. You get verified work emails and direct phones resolved to the person, on one buyer graph.
No. Sign up with a work email and your free data plus 1,000 credits land instantly. You only enter billing when you want more execution credits.
Stop paying a data vendor to feed your stack.
Wire the free graph8 buyer graph into your Connections, Functions, and agent stack today. graph8 runs the execution when you are ready, and you only pay for what it executes.
No credit card. The free plan never expires.