B2B data
700M+ verified contacts, 100M+ companies, enrichment. Free in graph8.
Replaces 
the autonomous revenue system Free GTM data
Free GTM data 
for Product Marketers
Free fuel for your positioning, and for the buyer graph every launch, ad, and enablement asset runs on.
Ground your messaging in who is actually in-market. graph8 gives every product marketer free intent signals, verified personas, and ICP company data on one buyer graph. Pay only when graph8 drafts the brief and runs the launch.
See your ICP in-market → Read what they compare → Pull the personas → Build the launch audience → Draft and launch (paid)
Prefer Claude or ChatGPT? Pressure-test your positioning right there. Personas at in-market accounts
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Name Persona Company
JL Jordan Lee VP Marketing Northwind
SP Sam Park Head of Growth Cobalt Labs
AK Alex Kim VP Sales Meridian Co
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In-market signals
All Intent Hiring Activity
Live
Now - Intent
Northwind researched your category and a competitor 3x this week Add to segment 1h ago - Intent
Cobalt Labs read 4 docs matching your launch wedge Build audience Today - Hiring
Meridian Co is hiring the persona your messaging targets 2d ago - Activity
Apex Industries matched your ICP and went in-market Tag segment
Showing last 24h - 4 signals
View all
Verified personas, 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 ICP accounts are in-market
30B+ intent signals scored at the account and contact level. Watch the companies researching your category this week, so your positioning is written for buyers who are actually shopping, not a persona doc in a vacuum.
Read what they compare you against
Intent shows the competitor keywords your in-market accounts are also researching. That is your real competitive read, the wedge for your messaging house grounded in behavior, not a guess.
Pull the personas your messaging targets
Filter 700M+ contacts and 100M+ companies by title, seniority, industry, and size to size every persona and ICP for real. No waiting on RevOps, no per-record fee.
Validate the ICP your launch is built for
Count the addressable accounts that match your ideal customer profile before you commit a launch to them. Know the segment is big enough, and in-market, before the brief is written.
Build the launch audience once, reuse everywhere
Save the in-market ICP to a segment that refreshes as new intent lands. The same audience feeds the campaign, the landing page, the ads, and the rep enablement. One source of truth.
Catch when a target persona changes jobs
Job-change signals on the buyers you track tell you when a champion lands at a brand-new account in your ICP, the moment your positioning has a fresh door to walk through.
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
Write your positioning for who is in-market, not a persona doc.
graph8 maps 30B+ intent signals to real accounts. See which ICP companies are researching your category and your exact keywords this week, scored at the account and contact level. Your messaging house gets grounded in live behavior, free to query.
- Position against demand. Build the wedge around the accounts in-market this week, not a static ICP slide.
- See the topics that pull. Watch the keywords your buyers research and write the headline to them.
- Score and segment. Rank accounts by how active they are and how well they fit your ICP.
In-market signals
All Intent Hiring Activity
Live
Now - Intent
Northwind researched your category 3 times this week Add to segment 1h ago - Intent
Cobalt Labs compared you against a competitor Build audience Today - Intent
Initech read 3 docs matching your launch wedge 2d ago - Activity
Umbrella matched your ICP and went in-market
Showing last 24h - 4 signals
View all
Competitive read
Your real wedge is the competitor your buyers are already researching.
Intent surfaces the competitor keywords your in-market accounts are also reading. That is the competitive teardown grounded in behavior: who you are really up against, in which segments, so your messaging house attacks the right wedge.
- See the head-to-heads. Know which competitor each in-market account is comparing you against.
- Find the wedge. Spot the gap your buyers care about and lead the positioning with it.
- Segment the battle. Different competitors win different ICPs. Tailor the message per segment.
Competitive intent by account
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Company Also researching Segment Fit
N Northwind Competitor AMid-market SaaS High
CL Cobalt Labs Competitor BEnterprise High
MC Meridian Co Competitor AMid-market SaaS Medium
AI Apex Industries Competitor CSMB Medium
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Personas and ICP
700M+ contacts and 100M+ companies, free to size every persona.
Filter the whole graph by title, seniority, industry, size, and region to size each persona and ICP for real. Verified buyers resolved to the person, no per-record fee, no export credits, no waiting on ops.
- Size the segment. Count the addressable accounts behind every persona before the launch brief.
- Verified, not scraped. Real buyers, deduped and validated on one buyer graph.
- Build the launch audience. Save the ICP segment your campaign, LP, and ads all pull from, free.
Personas at in-market ICP accounts
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Name Persona Company Status
JL Jordan Lee VP MarketingNorthwind Verified
SP Sam Park Head of GrowthCobalt Labs Verified
AK Alex Kim VP SalesMeridian Co Verified
RD Robin Diaz Director, PMMApex Industries Verified
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Your 5-minute workflow
Build the in-market audience your launch targets, in 5 minutes
No pixel, no setup. From logged-in to an ICP segment grounded in live demand that did not exist this morning.
Open Signals
See the companies researching your category and your launch keywords this week.
Filter to your ICP
Narrow to the ideal customer profile your positioning is written for: industry, size, region.
Read the competitive intent
See which competitor each in-market account is comparing you against.
Pull the personas
Grab the verified buyers at those accounts that match your persona.
Save the launch audience
A segment with intent and competitive context attached, ready to feed the campaign. 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 accounts in our ICP are in-market right now, and what are they comparing us against?
9:42 AMRead
2,140 accounts match your ICP · 418 are in-market this week · all free to query
AccountSignalPersona
NorthwindResearching you vs Competitor AJordan Lee, VP Marketing
Cobalt LabsRead 4 docs on your wedgeSam Park, Head of Growth
Meridian CoHiring your target personaAlex Kim, VP Sales
Your strongest wedge is the segment where buyers compare you against Competitor A, mid-market SaaS, where their gap is attribution. Build the launch audience from these 418 in-market accounts free. When you are ready, graph8 drafts the brief and runs the launch as paid execution.
9:42 AMgraph8
TC
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Size my VP Marketing persona across mid-market SaaS Which competitor are my in-market accounts comparing me to? Build a segment of in-market ICP accounts for the launch
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
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Or DM the same agent on Slack, WhatsApp, or iMessage.
Try asking
Size my VP Marketing persona across mid-market SaaS Which competitor are my in-market accounts comparing me to? Build a segment of in-market ICP accounts for the launch
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 with your GTM team? Invite them.
There are no seat licenses, so demand gen, content, and sales can all sit on the same free data layer. Invite a demand-gen marketer, a writer, or a rep and share the segments your positioning is built on.
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, drafts the messaging, launches the campaign, runs the conversations, and builds pipeline on the same buyer graph your team positions on for free. The data layer is free. Execution is paid. Start as one product marketer, 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 guessing whether your positioning lands.
Use free GTM data to ground your messaging in who is actually in-market today. graph8 drafts the brief and runs the launch when you are ready, and you only pay for what it executes.
No credit card. The free plan never expires.