B2B data
700M+ verified contacts, 100M+ companies, enrichment. Free in graph8.
Replaces 
the autonomous revenue system Free GTM data
Free GTM data 
for Marketing Ops
Free fuel for the lists you maintain, and for the buyer graph every campaign you route runs on.
Build lists that don't break before they ship. graph8 gives every Marketing Op free intent signals, hiring signals, and verified contact and company data on one buyer graph. Enrich the records your CRM left blank, dedupe, and hand a clean list to the campaign. Pay only when graph8 runs the sends.
See who's in-market → Spot who's hiring → Enrich the CRM blanks → Dedupe and build the list → Route to a sequence (paid)
Prefer Claude or ChatGPT? Query your lists right there. Contacts at those accounts
Search
Filter
Add
Name Title Company
JL Jordan Lee VP Marketing Northwind
SP Sam Park Director, Demand Gen Cobalt Labs
AK Alex Kim Head of RevOps Meridian Co
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In-market signals
All Intent Hiring Activity
Live
Now - Intent
Northwind researched your category 3x this week Add to list 1h ago - Hiring
Cobalt Labs posted 4 roles in your ICP Build list Today - Intent
Meridian Co compared you against a competitor 2d ago - Activity
Apex Industries matched your ICP and went in-market Add to list
Showing last 24h - 4 signals
View all
Verified contacts, free
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.
See which accounts are in-market this week
30B+ intent signals scored at the account and contact level. Build the segment off the companies researching your category and your exact intent keywords, not a quarter-old export that no longer matches.
Spot the accounts staffing up for your pain
Hiring signals flag the companies posting roles in your ICP. A new role is budget and timing, a clean trigger to add the account to a segment this week without waiting on a data refresh.
Build lists that don't break mid-campaign
Filter 700M+ contacts and 100M+ companies by title, seniority, industry, size, and region. Verified, deduped, resolved to the person, so the list is clean before it ever touches a campaign. No export credits.
Enrich the records your CRM left blank
Browse waterfall enrichment to fill missing titles, work emails, and firmographics on the contacts already in your funnel. You only spend a credit when you act on a record.
Tag every account with its intent topic
Pull the intent keyword each account is active on into the list itself, so the campaign that picks it up already knows the angle and the routing rule writes itself.
Catch list drift before it bounces
Job-change signals on the contacts you track surface the bad emails and stale routes before a campaign sends to them. Reconcile the list, not the bounce report.
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
Know which accounts are in-market before they fill a form.
graph8 maps 30B intent signals a month to real accounts. See the companies researching your category and your exact intent keywords, scored at the account and contact level, refreshed daily. Real behavior, free to query, ready to drop into a list before the campaign needs it.
- Build the segment off who's warm. Filter to the accounts in-market this week, not a segment that aged out last quarter.
- Tag the topic, not just the account. Pull the intent keyword onto the record so the campaign knows the angle.
- Score and stage. Rank by how active the account is and how well it fits your ICP, then stage the clean list.
In-market signals
All Intent Hiring Activity
Live
Now - Intent
Northwind researched your category 3 times this week Add to list 1h ago - Intent
Meridian Co compared you against a competitor Add to list Today - Intent
Initech read 3 docs on your category 2d ago - Activity
Umbrella matched your ICP and went in-market
Showing last 24h - 4 signals
View all
Hiring signals
A new role posted is a clean trigger for a segment.
graph8 tracks the roles companies are hiring for and flags the accounts staffing up for the exact problem you solve. A hiring spike is a timed reason to enroll the account, with the trigger already attached to the record for whatever campaign picks it up.
- Trigger-based segments. Build a list off the accounts hiring in your ICP, the week the role posts.
- The angle rides on the record. The hiring move travels with the contact, so the campaign opens with a real reason.
- A segment that refreshes itself. New roles land in the list automatically, no re-export, no stale rows.
Hiring signals
Search
Filter
Add
Company Role posted Signal Fit
N Northwind Demand Gen LeadHiring High
CL Cobalt Labs 4 RevOps rolesScaling team High
MC Meridian Co VP MarketingNew leader Medium
AI Apex Industries Data EngineerHiring Medium
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Contacts and companies
700M contacts and 100M companies, free to search, enrich, and export.
Filter the whole graph by title, seniority, industry, size, and region. Verified, deduped, and resolved to the person, so the list is clean before it touches a campaign. Browse waterfall enrichment to fill the blanks your CRM left. No per-record fee, no export credits.
- Clean before it ships. Deduped and validated on one buyer graph, so the list does not break mid-campaign.
- Fill the CRM blanks. Browse enrichment for missing titles, emails, and firmographics. Charged only when you act.
- Export anywhere. Take the list into whatever campaign engine you maintain, free.
Contacts at in-market accounts
Search
Filter
Add
Name Title Company Contact
JL Jordan Lee VP MarketingNorthwind Verified
SP Sam Park Director, Demand GenCobalt Labs Verified
AK Alex Kim Head of RevOpsMeridian Co Verified
RD Robin Diaz Marketing Ops ManagerApex Industries Verified
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Your 5-minute workflow
Build a clean, in-market list to hand a campaign, in 5 minutes
No integration ticket, no setup. From logged-in to a deduped, enriched, intent-tagged list that did not exist this morning.
Open Signals
See the accounts researching your category and intent keywords this week.
Filter to your ICP
Narrow by industry, size, and region so the segment matches the campaign.
Layer in hiring signals
Add the accounts staffing up for the exact pain you solve.
Pull, enrich, and dedupe the contacts
Grab verified contacts and fill the blanks your CRM left, resolved to the person.
Save the list
A clean, intent-tagged list ready for a campaign to route. No credit spent.
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
Which forms shipped fills this week, and are those contacts already enriched and on a clean list?
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 Marketing
Cobalt LabsHiring 4 roles in your ICPSam Park, Director
Meridian CoCompared you vs a competitorAlex Kim, Head of RevOps
Pull the contacts, enrich the blanks, and dedupe them into a clean list. The data is free. When the list is ready, graph8 routes it to a sequence and you pay only for the sends.
9:42 AMgraph8
TC
Ask anything - try "show open deals over $20k"
Send
Try
Build a list of in-market accounts in my ICP Which tracked contacts changed jobs and will bounce? Enrich the contacts missing a work email at Northwind
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
Build a list of in-market accounts in my ICP Which tracked contacts changed jobs and will bounce? Enrich the contacts missing a work email at Northwind
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
Run the same clean lists with your whole GTM team.
There are no seat licenses, so demand gen, RevOps, and the SDR team can sit on the same free data layer and the same deduped lists. Invite them and stop emailing CSV exports back and forth.
From free data to the full system
When your team runs on graph8, leadership can run the whole motion on it.
graph8 is the autonomous revenue system: it senses buyer intent, builds the lists, routes the sequences, runs the conversations, and closes the attribution loop on the same buyer graph you build lists on for free. Start as one Marketing Op cleaning lists. Expand into routing, launches, and agents 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 handing campaigns lists that break.
Use free GTM data to build a clean, enriched, in-market list today. graph8 routes it to a sequence when you are ready, and you only pay for the sends.
No credit card. The free plan never expires.