graph8 for every B2B industry.
Different buyers. Different cycles. Different compliance shapes. One platform that adapts to all of them - and a live demand-signal layer that tells you which industry is moving right now.
- AI & Automation TOP
RAG architecture - 290.9K signals
- Manufacturing
autonomous mobile robots - 27.0K signals
- Agriculture
smart irrigation - 6.2K signals
Industries are not the same shape.
Buyers, cycles, and compliance change everything about how revenue gets built. graph8 adapts to the shape of each one.
Different buyer titles.
A hospital CIO buys differently than a manufacturing VP Ops. Studio adapts the language, the proof points, and the message order per persona.
Different sales cycles.
From self-serve AgTech to 18-month enterprise healthcare deals. CRO Copilot paces both - and tells you which deal in which industry needs you this week.
Different compliance.
HIPAA, FINRA, SOC 2, GDPR, FERPA. Governance lives at the agent layer with approval queues and audit logs - not bolted on after the fact.
Real behavioral data across every industry.
Not search-volume estimates. Verified B2B research behavior across 15 industries, updated every 6 hours, ready to feed your lists and sequences.
Every industry tracked separately. Buyer behavior segmented by company size, seniority, and region.
Industries tracked
From AI agents to lights-out manufacturing. Every trend mapped to in-market accounts you can outreach today.
Trends mapped to demand
Verified B2B research activity in the last 7 days, summed across every industry on the platform.
7-day demand signals
Pick your industry. See the angle.
Each industry has its own buyer shape, compliance posture, and live demand picture. graph8 ships configured for all 15.
AI & Automation
9 trends - 290.9K signalsCTOs, VPs of Engineering, and AI platform leads at companies building or buying AI tooling.
Technical buyers smell fluff in 4 seconds. The pitch has to survive a CTO with a terminal open.
- Technical SDR sequences that lead with architecture, not buzzwords
- Studio drafts integration showcases, SDKs, and dev-doc-aware landing pages
- Multi-channel outreach that includes GitHub, Discord, and developer Slack communities
RAG architecture - 692 signals (+810.5%)
Sales & Revenue
1 trends - 56 signalsHeads of Sales, CROs, and RevOps leaders at sales tech and revenue tooling vendors.
You are selling to the people who built the playbook. Generic outbound dies on contact.
- graph8 itself is the demo - send the campaign that booked the meeting
- CRO-to-CRO peer messaging via LinkedIn and email, not blasts
- Live revenue dashboards as a sales asset, not a post-deal artifact
dark funnel - 56 signals (+500%)
Marketing
3 trends - 905 signalsCMOs, VPs of Demand Gen, and martech buyers at growth-stage and enterprise companies.
Marketers grade your copy as they read it. Brand-off-tone outbound gets you blocked, not booked.
- Studio rebuilds your brand voice from your site, then writes in it
- Multichannel orchestration as a working proof point on every touch
- Attribution-friendly sequence design with UTMs and channel tags baked in
generative engine optimization - 813 signals (+323.4%)
Manufacturing
5 trends - 27.0K signalsVPs of Sales, channel managers, and OEM business leads at industrial and process manufacturers.
Long cycles, distributor middle-layers, trade-show driven pipeline. ERPs eat outreach for breakfast.
- Trade-show follow-up automation with badge-scan and lead-list ingestion
- Distributor enablement content - one Studio package, every rep on message
- Slow-cycle deal nurturing across 6 to 12 months with CRO Copilot pacing the cadence
autonomous mobile robots - 1.1K signals (+119.2%)
Supply Chain & Logistics
1 trends - 1.1K signalsHeads of Procurement, VPs of Supply Chain, and logistics ops leaders under cost pressure.
Buyers obsess over TCO. They want integration proof in week one, not month six.
- TCO calculator landing pages cloned per account, drafted by Studio
- Integration-ready sequences naming SAP, Oracle, NetSuite, Manhattan, Blue Yonder
- Voice agents for procurement teams that prefer phone to inbox
nearshoring - 1.1K signals (-32.8%)
Healthcare
1 trends - 10 signalsVPs of Sales and Marketing at hospital systems, health insurers, medtech, and digital health.
HIPAA-aware outreach. Hospital procurement is glacial. Specialist titles map to specialist content.
- HIPAA-aware sequence rules with no PHI in outbound copy and governed approval queues on agents
- Specialist persona library across cardiology, oncology, orthopedics, and primary care
- Long-cycle deal nurturing across 6 plus months with CRO Copilot pacing the cadence
synthetic patient data - 10 signals (-66.7%)
Financial Services
2 trends - 802 signalsHeads of Banking, FinTech CROs, and Insurance distribution leaders at regulated institutions.
FINRA, SOC 2, and state-by-state regulation. Procurement is a 9-month sport.
- FINRA-aware copy review with approval queues before any agent send
- Regulated voice consent and state-by-state recording rules built into voice agents
- Slow-cycle ABM with CRO Copilot pacing cadences across 9 to 12 month evaluations
AI fraud detection - 16 signals (+120%)
Cybersecurity
Coming soonCISOs, Heads of Security, and IT Directors evaluating security platforms and managed services.
CISOs have inbox triage rules sharper than your sequencer. Vague outreach gets reported as phishing.
- CISO-respecting outreach with zero fluff, named threats, and proof-heavy Studio briefs
- Hostile-buyer-aware sequences that lead with technical credibility
- Studio drafts SOC 2 and ISO comparison docs from your public posture
Coming soon
Cloud & Infrastructure
4 trends - 1.1K signalsPlatform engineers, SREs, and VPs of Infrastructure at companies running serious cloud spend.
Dev-tool PLG buyers ignore demos. Enterprise infra buyers want architecture diagrams in the first reply.
- GitHub-aware lists - score on repo activity, stars, and contributor seniority
- Outreach in dev communities including Slack, Discord, and Hacker News threads
- Studio drafts architecture-aware technical content and migration guides
platform engineering - 31 signals (+230%)
Energy & Sustainability
1 trends - 893 signalsESG officers, Heads of Sustainability, and utility procurement teams in regulated markets.
Public-sector-adjacent buying, RFP-driven, multi-stakeholder, multi-year. Reputation risk is high.
- RFP-aware lifecycle management with deadline-driven cadence orchestration
- Governance-tracked outreach with audit logs for public-sector compliance
- Public-sector-safe channels with conservative cadence rules and consent enforcement
AI data center energy - 893 signals (+31.1%)
Construction & Real Estate
Coming soonGCs, owner-operators, developers, and PropTech buyers across commercial and residential.
Project-based buying. Contractors and owners both have a say. Regional reps run the field.
- Project-trigger lists from permits, ground-breaks, and CRE transactions
- Regional rep enablement so every territory ships the same brand-locked outreach
- Voice agents for site-based contacts who never check email
Coming soon
Data & Analytics
Coming soonHeads of Data, Analytics Engineers, and VPs of BI at companies with serious modern data stacks.
Data teams want ROI proof in numbers, not slides. Vendor fatigue is at a 5-year high.
- Technical buyer outreach that names tools - dbt, Snowflake, Databricks, BigQuery, Fivetran
- Studio drafts ROI-on-data briefs with model-level math, not marketing-speak
- Demo-first sequences - link to a working demo on touch two, not a calendar in touch one
Coming soon
HR & Workforce
Coming soonCHROs, Heads of Talent, and HR Tech buyers at growth and enterprise companies.
People-product buyers test your empathy in every email. Tone-deaf outreach is instantly disqualifying.
- Studio writes in HR-leader voice with the empathy and specificity people-product buyers grade for
- Viral product-led growth playbooks for HR tools with built-in referral mechanics
- Multichannel storytelling across email, LinkedIn, and Slack communities
Coming soon
E-commerce & Procurement
Coming soonHeads of E-commerce, Procurement Directors, and B2B marketplace operators.
Transactional-volume buyers want integration named on touch one. Partner channels run half the pipeline.
- Integration-friendly sequences naming Shopify, BigCommerce, Coupa, SAP Ariba, and Magento
- Partner-channel enablement - one Studio package, every partner on the same message
- Transactional-volume aware messaging - language built for high-velocity buying
Coming soon
Agriculture
2 trends - 6.2K signalsHeads of Sales at AgTech vendors, equipment OEMs, and dealer-network operators.
Seasonal cycles. Dealer networks. Equipment plus software bundles. Email is not the dominant channel.
- Territory-aware sequences that ship per dealer region, per crop, per season
- Seasonal cadence orchestration tied to planting, harvest, and equipment-purchase windows
- Dealer enablement via Studio - one brand pack, every dealer in sync
smart irrigation - 932 signals (+13.9%)
The industries moving fastest right now.
Top three by 7-day signal volume. The trends driving them, the buyers researching them, and the graph8 angle for each.
AI & Automation
290.9K 7-day signals - 9 trendsCTOs, VPs of Engineering, and AI platform leads at companies building or buying AI tooling.
- RAG architecture 692 +810.5%
- agentic workflows 1.3K +175%
- prompt engineering 11.6K +117.5%
Manufacturing
27.0K 7-day signals - 5 trendsVPs of Sales, channel managers, and OEM business leads at industrial and process manufacturers.
- autonomous mobile robots 1.1K +119.2%
- physical AI 25.5K +11.1%
- lights-out manufacturing 355 -4.8%
Agriculture
6.2K 7-day signals - 2 trendsHeads of Sales at AgTech vendors, equipment OEMs, and dealer-network operators.
- smart irrigation 932 +13.9%
- regenerative agriculture 5.3K +4%
How graph8 adapts per industry.
Same product, configured differently. Studio reads your industry context. Agents inherit the right governance. Trend data feeds every list and every sequence.
Studio adapts the language.
44 documents per org, regenerated when industry, region, or product changes. Healthcare gets HIPAA-aware tone. Financial services gets FINRA-aware tone. Cybersecurity gets the no-fluff register CISOs read.
Agents respect compliance.
Voice consent rules, content approval queues, audit logs on every outbound action. Configurable per industry, per region, per buyer type. Compliance lives at the agent layer - not as a bolt-on review tool.
Trend data flows in.
Every list you build, every account you score, every sequence you launch is informed by the same demand-signal layer that powers graph8 trends. Industry-segmented, updated every 6 hours.
graph8 — Everything Included
7-day free trial. No credit card. Cancel anytime.
2,500 free credits to start
75,000 AI credits/month included
Every feature — voice, email, chat, data, coaching — included
Automatic upgrades
Start your first campaign in 3 minutes. No credit card required.
Calculate my ROIFull GTM Platform
Sequencer, dialer, inbox, campaigns, CRM, and AI agents in one system.
AI Voice Agents
Clone any rep's voice for inbound and outbound calls with live booking.
5-Channel Sequencer
Email, phone, LinkedIn, SMS, and WhatsApp in automated sequences.
AE Cockpit
AI-prioritized deal actions with meeting prep and risk alerts.
44-Doc Intelligence Engine
Auto-generated battle cards, personas, and competitive analysis per org.
700M+ Contacts & 100M+ Companies
Search by title, seniority, industry, and tech stack with real-time filters.
Waterfall Enrichment
5+ providers queried in sequence - only pay for the one that matches.
Intent + Visitor Signals
See which companies research your keywords and visit your site.
AI Staging Tables
Enrich, score, and classify leads with AI formulas before they hit your CRM.
Unlimited Users
No per-seat fees, ever.
Every Feature Included
Voice AI, enrichment, sequencer, campaigns - nothing locked behind tiers.
No Contracts
Month-to-month, cancel anytime, credits never expire.
Frequently Asked Questions
Yes. Sequence rules block PHI in outbound copy, approval queues sit in front of every agent send, and voice agents enforce consent and recording rules. Audit logs are exportable for compliance review.
Yes. Studio drafts copy that passes pre-approval, agents pause for sign-off before sending regulated messages, and voice agents respect state-by-state recording requirements. Every action is logged for audit.
Studio reads your docs, repos, and product surface to write in the right register. Sequences lead with architecture, name real threats and stacks, and respect security pros by going LinkedIn-first, email-second, and phone only on warm signal.
One product, configured differently. Studio adapts the brand voice, compliance posture, and persona library per industry. Agents inherit the right governance rules. There is no industry-specific SKU - you buy graph8, you get the right configuration.
graph8 tracks live B2B research behavior across 15 industries. Every trend page surfaces the in-market companies, the seniority of the buyers, and the growth rate of the topic. You can build a list directly from a trend and launch outreach in graph8 the same hour. See graph8.com/trends.
graph8 runs across all 15 categories. Concentration is highest where buying is multichannel, compliance-aware, and cycle-driven - revenue tooling, marketing, healthcare, financial services, manufacturing, and cybersecurity. Lighter-weight industries adopt PLG-first.
Smart manufacturing, predictive maintenance, digital twins, Industry 4.0, and AI-powered quality control are the fastest-growing topics among manufacturing professionals tracked on graph8. Enterprise manufacturers lead adoption, mid-market accelerates fastest.
Yes. graph8 ingests external trigger feeds - permits, funding rounds, job changes, M&A, supplier swaps, technology adoption signals - and routes them into list-build and sequence-launch automatically.
Hours, not weeks. Studio reads your site and customer set on day one and generates 44 documents per org - personas, ICPs, value props, messaging - all configured to the industry context you sell into.
Your industry has a buyer shape. graph8 has a config for it.
15 industries. One platform. Live demand signals, compliance-aware agents, and a Studio that knows the right register for the room.
Trend index updated every 6 hours across all 15 industries