B2B data
700M+ verified contacts, 100M+ companies, enrichment. Free in graph8.
Replaces 
the autonomous revenue system Free GTM data
Free GTM data 
for Finance teams
Free fuel for tying out your customer master, and for the buyer graph the whole revenue system reconciles against.
Trust the numbers before you close the period. graph8 gives every Finance team free company and contact data, intent and hiring signals, and clean lists on one buyer graph. Use it to verify your customer master and flag account risk. Pay only when graph8 runs the execution.
Verify every customer record → Catch accounts at risk → Tie out the customer master → Build your AR follow-up list → Run dunning outreach (paid)
Prefer Claude or ChatGPT? Ask for your customer list right there. Customer companies, verified
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Customer Employees Status
N Northwind 1,200 Verified
CL Cobalt Labs 340 Verified
MC Meridian Co 5,800 Entity changed
3 of 8 shown
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Account risk signals
All Intent Hiring Activity
Live
Now - Hiring
Northwind cut its finance team, watch the renewal Flag for AR 1h ago - Intent
Cobalt Labs researched a competing vendor this week Add to risk list Today - Activity
Meridian Co changed parent company, update the billing entity 2d ago - Hiring
Apex Industries hired a new CFO, expect a budget review Re-verify
Showing last 24h - 4 signals
View all
Verified company data, 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.
Verify the company behind every customer
Tie each customer row to a clean, verified company record: legal entity, parent company, employee count, industry, and region. Stop closing the period against a customer master full of stale or duplicate firmographics.
Catch accounts at risk before renewal
Intent and hiring signals flag the customers showing churn risk: a competitor evaluation, a layoff, a new CFO. Each one is a renewal to watch and ARR exposure to put on the register early.
Build your AR follow-up list in seconds
Filter your book by status and signal, then save it to a list. Past-due and at-risk accounts land on one ranked list you work down, no spreadsheet export.
Catch when the billing entity changes
Company-change signals flag a parent-company switch, an acquisition, or a relocation, so the invoicing entity and the customer record stay correct before the next bill cycle.
Pull the right finance contact to dun
Grab a verified AP or finance contact at any past-due account: name, work email, direct dial, resolved to the person. No waiting on the account owner to dig one up.
Ask the agent for the number
Ask in plain language which customers are at risk or which records need re-verifying, and get the accounts and the ARR exposure behind them in one reply.
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.
Account risk signals
See churn risk on your book before the renewal date.
graph8 maps buyer signals to real accounts. See which of your customers are evaluating a competitor, cutting headcount, or changing leadership, scored at the account level and refreshed daily. Real behavior, free to query, so a renewal-risk register builds itself instead of waiting on the account team.
- Flag risk early. Spot the competitor evaluations and layoffs weeks before the renewal conversation.
- Quantify the exposure. Rank at-risk customers by the ARR you stand to lose if they churn.
- Build a risk register. Save the at-risk accounts to a list that refreshes as new signals land.
Account risk signals
All Intent Hiring Activity
Live
Now - Hiring
Northwind cut its finance team, renewal in 30 days Flag for AR 1h ago - Intent
Cobalt Labs researched a competing vendor this week Add to risk list Today - Intent
Initech compared you against an alternative 2d ago - Hiring
Apex Industries hired a new CFO, budget review likely
Showing last 24h - 4 signals
View all
Company data
100M verified companies to tie out your customer master.
Match every customer to a clean company record: legal entity, parent, employee count, industry, region, and funding. Free to search and export, deduped and validated on one buyer graph. The firmographics behind your books stay current without a data-vendor invoice.
- One clean entity per customer. Resolve duplicates and stale records to the real legal entity behind each account.
- Catch the parent and the acquisition. Keep the billing entity correct when a customer is bought or restructures.
- Export anywhere. Take the reconciled list into your spreadsheet or ERP, free.
Customer companies, verified
Search
Filter
Add
Customer Parent Employees Record
N Northwind Northwind Group1,200 Verified
CL Cobalt Labs Independent340 Verified
MC Meridian Co Apex Industries5,800 Entity changed
U Umbrella Umbrella Holdings9,400 Verified
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Contacts
700M contacts, so you always have the right person to dun.
Pull a verified finance or AP contact at any past-due account: work email and direct dial resolved to the person. No per-record fee, no export credits, no chasing the account owner for someone to send the reminder to.
- Reach the right desk. Find the AP, controller, or finance lead who actually pays the invoice.
- Verified, not scraped. Work emails and direct dials, deduped and validated on one buyer graph.
- Ready for follow-up. Drop the contact on your AR list so the reminder goes to a real inbox.
Finance contacts at past-due accounts
Search
Filter
Add
Name Title Company Contact
JL Jordan Lee ControllerNorthwind Verified
SP Sam Park AP ManagerCobalt Labs Verified
AK Alex Kim VP FinanceMeridian Co Verified
RD Robin Diaz Accounts PayableApex Industries Verified
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Your 5-minute workflow
Build a renewal-risk register and AR list, in 5 minutes
No setup, no export credits. From logged-in to a clean, ranked risk list that did not exist this morning.
Open Signals
See which of your customers are evaluating competitors or cutting headcount this week.
Match to your customers
Tie each signal to a verified company record so the firmographics are clean.
Rank by exposure
Sort the at-risk accounts by the ARR you stand to lose if they churn.
Pull the finance contact
Grab a verified AP or controller contact at each account to follow up with.
Save your risk list
A ranked renewal-risk register with signal and exposure attached. 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 customers are at risk before renewal, and what is the ARR exposure?
9:42 AMRead
7 customers are showing risk signals this month · $84,500 ARR at risk · all free to query
CustomerRisk signalExposure
NorthwindCut finance team, renews in 30d$48,000
Cobalt LabsResearched a competing vendor$24,000
Meridian CoParent company changed$12,500
Northwind ($48,000 ARR) is your largest exposure, renews in 30 days, and just cut its finance team. Put it on the renewal-risk register today and pull the controller's contact. The data is free, you pay only when graph8 runs the dunning or save outreach.
9:42 AMgraph8
TC
Ask anything - try "show open deals over $20k"
Send
Try
Which customer records changed parent company this quarter? Pull the AP contact at every past-due account Show me at-risk customers ranked by ARR exposure
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
Which customer records changed parent company this quarter? Pull the AP contact at every past-due account Show me at-risk customers ranked by ARR exposure
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
Working the numbers with your team? Invite them.
There are no seat licenses, so your whole revenue team can sit on the same free data layer. Invite the RevOps lead, the CRO, or an analyst and share your risk register and reconciled customer lists.
From free data to the full system
When Finance runs on graph8, the whole revenue motion reconciles to it.
graph8 is the autonomous revenue system: it senses buyer intent, launches the outreach, runs the conversations, and books revenue on the same buyer graph your books reconcile against for free. Start by cleaning your customer master and flagging risk. Expand into quotes, COGS, and dunning execution when you are 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 closing the period against stale data.
Use free GTM data to verify your customer master and flag renewal risk today. graph8 runs the dunning and save outreach when you are ready, and you only pay for what it executes.
No credit card. The free plan never expires.