B2B data
700M+ verified contacts, 100M+ companies, enrichment. Free in graph8.
Replaces 
the autonomous revenue system Free GTM data
Free GTM data 
for Content Marketers
Free fuel for your editorial calendar, and for the buyer graph the whole system runs on.
Plan content around what your market is actually researching. graph8 gives every content marketer free intent signals, topic and keyword demand, audience and persona data, and verified company and contact data on one buyer graph. Pay only when graph8 drafts and ships the work.
See what topics are heating up → Find the keyword demand → Map the personas reading it → Build a distribution list → Draft and publish (paid)
Prefer Claude or ChatGPT? Pull this week's topic demand right there. Personas reading those topics
Search
Filter
Add
Title Topic interest Company
VM VP Marketing Category research Northwind
HO Head of Demand Migration guides Cobalt Labs
CL Content Lead Competitor comparison Meridian Co
3 of 8 shown
1 2
Topic demand this week
All Intent Hiring Activity
Live
Now - Intent
Northwind read 3 articles on your core topic cluster this week Add to segment 1h ago - Intent
Demand spiking on "migration guide" keywords across 31 accounts Brief a post Today - Intent
Meridian Co compared your category against a competitor 2d ago - Hiring
Cobalt Labs is hiring for the pain your pillar page solves Target the topic
Showing last 24h - 4 signals
View all
Topic demand, 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 the topics your market is researching now
30B+ intent signals scored by topic and keyword at the account level. Open your week with the themes your ICP is actively reading, so the editorial calendar tracks real demand instead of a guess.
Find the keyword demand worth writing for
See which keywords and topic clusters are pulling demand across in-market accounts this week. Prioritize the next post and pillar page by what your buyers are already searching, not last quarter's plan.
Spot the content gaps competitors own
When accounts compare you against a competitor, that is a gap in your own library. Catch the comparisons and missing-topic signals early and brief the post that closes them before they decide.
Map the personas behind every topic
Filter 700M+ contacts and 100M+ companies by title, industry, and size to see exactly who is reading each theme. Write for the real persona pulling the demand, not a fictional one.
Turn an audience segment into a distribution list
Build a list of the accounts and people in-market on your topic, then hand it to demand gen as the built-in audience for the next post. Free to build, free to export, no waiting on ops.
Catch the hiring signals that signal new demand
Accounts staffing up for the problem your content solves are early demand. Track the hiring spikes and brief the topic cluster that meets them right as the budget lands.
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.
Topic and keyword demand
Plan your editorial calendar around what your market is reading.
graph8 maps 30B signals a month to real accounts, scored by topic and keyword. See which themes are heating up and which clusters are pulling demand this week, refreshed through the day. Real behavior, free to query, so the next brief writes itself.
- Write to live demand. Brief the topics your ICP is researching this week, not last quarter's plan.
- Find the keyword gaps. See the clusters pulling demand that your library does not cover yet.
- Rank the calendar. Prioritize by how many in-market accounts are reading each topic.
Topic demand this week
Search
Filter
Add
Topic cluster Accounts reading Trend Gap
MG Migration guides 31Spiking Open
CV Category vs competitor 26Rising Open
PA Pricing and ROI 18Steady Covered
IP Implementation playbook 12Flat Covered
4 of 8 shown
1 2
Audiences and personas
Know exactly who is reading each topic, by persona.
graph8 resolves the demand behind every theme to real people. Filter the whole graph by title, seniority, industry, and size to see which personas are pulling each topic, then save them as a distribution segment your next post is built for.
- Write for the real persona. See the titles actually researching the topic, not a fictional buyer.
- Build a distribution segment. Turn the audience into a list demand gen can pick up for the post.
- Free to build and export. Segment and export without per-record fees or waiting on ops.
Persona signals by topic
All Intent Hiring Activity
Live
Now - Intent
VP Marketing at Northwind read your core topic cluster 3x Add to segment 1h ago - Intent
Head of Demand at Cobalt Labs read 2 migration guides Add to segment Today - Intent
Content Lead at Meridian Co read a competitor comparison 2d ago - Hiring
Apex Industries hired for the role your pillar page serves Target topic
Showing last 24h - 4 signals
View all
Contacts and companies
700M contacts and 100M companies, free to search and export.
Filter the whole graph by title, seniority, industry, size, and region to map the accounts and people behind your demand. Verified records resolved to the person, ready to become a distribution list. No per-record fee, no export credits, no waiting on ops.
- Map your audience. Pull the right-fit accounts and people behind the topics you write.
- Verified, not scraped. Work emails and titles, deduped and validated on one buyer graph.
- Export anywhere. Take the segment into whatever distribution channel you already use, free.
Accounts behind your topic demand
Search
Filter
Add
Company Persona Topic interest Data
N Northwind VP MarketingCategory research Verified
CL Cobalt Labs Head of DemandMigration guides Verified
MC Meridian Co Content LeadCompetitor compare Verified
I Initech Growth MarketerPricing and ROI Verified
4 of 8 shown
1 2
Your 5-minute workflow
Find your next post topic and its built-in audience, in 5 minutes
No pixel, no setup. From logged-in to a ranked topic plus the distribution segment that did not exist this morning.
Open Signals
See the topics and keywords your market is researching this week.
Find the demand gaps
Spot the clusters pulling demand that your library does not cover yet.
Filter to your ICP
Narrow to the personas, industries, and sizes you write for.
Map the personas
See the titles behind the topic, the audience your post is for.
Save the distribution segment
A topic plus a built-in audience list, ready for the next post. 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
What topics is my market reading this week, and what should I write next?
9:42 AMRead
9 topic clusters are heating up across your ICP · 3 have no post yet · all free to query
Topic clusterAccounts in-marketLibrary gap
Migration guides31 accountsNo post yet
Category vs competitor26 accountsNo post yet
Pricing and ROI18 accountsCovered, refresh
"Migration guides" is pulling the most demand and you have nothing published on it. Brief that pillar page first, then a competitor comparison to close the gap Meridian Co is reading. graph8 drafts the post and builds the distribution list when you are ready. The data is free, you pay only for the drafting and the send.
9:42 AMgraph8
TC
Ask anything - try "show open deals over $20k"
Send
Try
Which topics are spiking across my ICP this week? Build an audience segment for accounts reading migration guides Which keywords have demand but no post yet?
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 topics are spiking across my ICP this week? Build an audience segment for accounts reading migration guides Which keywords have demand but no post yet?
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 marketing team? Invite them.
There are no seat licenses, so your whole marketing team can sit on the same free data layer. Invite demand gen, product marketing, or another content marketer and share your topic segments and distribution lists.
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 and ships the content, launches the distribution, and builds pipeline on the same buyer graph your content team plans on for free. Start as one content marketer. Expand into drafting, launches, and pipeline attribution 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 what to write next.
Use free GTM data to plan your editorial calendar around real demand today. graph8 drafts and ships the content when you are ready, and you only pay for what it executes.
No credit card. The free plan never expires.