Learn AI tricks
top Marketing Ops teams use
Learn how AI-native Marketing Ops teams use Claude, ChatGPT, and Gemini with graph8 to stay current on lead flow, attribution, and data quality, catch what broke, and act before the funnel feels it.
Everything here runs on graph8's free plan. No credit card, nothing to buy. Leave with a workflow you can use the same day.

The AI-native habits
The 10 workflows that keep Marketing Ops current
Steal them now. Master them live, hands-on, in your own graph8. No fluff, no theory you can't use Monday morning. Each one keeps you more informed than the ops lead next to you.
Pull lead flow, conversion by stage, and what shifted since last week into a brief in seconds, before anyone asks.
Claude + graph8Let AI watch routing, sync timing, and form health, then surface the breaks that are bleeding leads this week.
Funnel healthAsk why a segment stalled and follow the trail from form to list to handoff, instead of opening ten tools.
DiagnosticsDescribe the audience in plain English, and graph8 returns the matching accounts and contacts, scored on what's happening now.
graph8 MCPSurface duplicates, missing fields, and stale records before they corrupt routing or skew a report.
Data hygieneTrace which campaigns and signals touched the pipeline that closed, so the source-of-truth answer is ready before the meeting.
AttributionRank what to fix first on leads at risk and revenue exposure, not on whoever shouted loudest.
TriagePull the latest funnel shifts, the at-risk segments, and the open issues in 30 seconds before the call.
Review prepConnect graph8 to Claude Desktop once, then diagnose, segment, and report by asking, and keep the gate on every change you push.
Claude DesktopSave your best funnel check as a reusable command your whole team runs the same way.
Claude CodeTwo ways in. Both free.
Need a quick win today, or the full set of workflows? Start with either.
Instant payback
Connect graph8 to your AI and walk out current today. In one live session you see what changed in your funnel, find what to fix first and why now, and build a clear fix order, in plain English.
- Claude Desktop connected to graph8
- A live view of what changed in your funnel
- A prioritized fix list you can act on today
The full workflow series
All 10 workflows, taught live and hands-on: knowing what broke, tracing the source, why-now triage, data hygiene and attribution, and the human decision. Each session ends with an exercise you run in your own graph8.
Live weekly, recorded, community included.
The curriculum
Master all 10, live
The 10 workflows, taught hands-on across five weekly sessions. Each one ends with an exercise you run in your own graph8 and Claude.
Know what changed in the funnel
Routing, sync, and form health: spot what broke or shifted this week.
Trace it to the source fast
Follow the trail from form to list to handoff without opening ten tools.
Find what to fix first and why now
The break worth fixing today, ranked on leads at risk and revenue exposure.
Keep the data clean and the attribution honest
Audit duplicates and gaps, and answer where the pipeline really came from.
Own the decision
Turn the brief into a fix order, a clean handoff, and a report leaders trust.
Outcomes
What you'll walk out able to do
Better context creates better conversations. Better conversations create better pipeline. These are the practical capabilities you leave with, not vendor hype.
AI won't take your job. An ops lead who knows how to use AI will.
Your AI is only as good as its context.
Claude, ChatGPT, and Gemini are brilliant, but blind to your funnel. graph8 gives them your companies, contacts, intent signals, website activity, and campaign history, plus safe execution. So they answer what changed and why now, not generic fluff. We go deepest on Claude Desktop and Claude Code, in plain English, no terminal anxiety.
Desktop + Code. Where we go deepest.
Fast drafts and qualification.
Data-heavy research.
You'll learn to run it from Claude or ChatGPT.
graph8 connects as the context layer your AI can call: companies, contacts, signals, website activity, and safe execution. By the end you'll ask what changed and why now, and act on it, right where you already work.
https://be.graph8.com/mcp/ We walk through this live in the session. Paste once, sign in, and the graph8 context tools appear.
Claude.ai
Claude Desktop
ChatGPT
Cursor
Or DM the same agent on Slack, WhatsApp, or iMessage.
AI keeps you current. You own the decision.
An AI-native ops lead isn't replaced by AI. You let it keep you informed on every break and gap in the funnel, and you own the calls that matter. This session trains both sides.
- Watch routing, sync, and form health for breaks
- Trace an issue to its source on demand
- Flag what to fix first and why now
- Audit data quality and surface gaps
- Track the open issues so nothing slips


- Decide which break is worth fixing first
- Review and approve before anything changes
- Make the call on routing and process
- Align the team on the fix and the timeline
- Own the report leaders rely on
A free skills upgrade, not a webinar you forget.
Live, hands-on, and built to make it stick.
Join the live session each week in the graph8 auditorium, or watch the recording any time. No seat cap.
Ask questions, share your work, and learn from other people going AI-native.
Each session ends with a hands-on exercise in your own graph8, so the workflow sticks instead of staying theory.
Same session, built for your seat.
Everyone learns to stay current and act on context with AI. The workflows adapt to your role, whether you run ops, build the stack, drive demand, or lead revenue.
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.


Frequently Asked Questions
No. The ops leads who win are the ones who stay current, orchestrate AI, and own the human calls: the routing decisions, the process changes, the report leaders trust. This session trains you to be that lead, not to compete with a bot.
No, and that's the point. AI keeps you current on what broke and traces the cause, so you diagnose faster and act with a reason. You still own the decision and the change. A healthier funnel is the result of better context, not a button.
Yes. The session and the workflows are free, and everything runs on graph8's free plan. You only spend graph8 credits if and when you run real execution like sending or enriching, and you start with 1,000 free.
No, you can follow along. A free account gets you the data layer to practice on during the exercises, with no credit card.
Both. There is a live session each week in the auditorium, and every session is recorded so you never miss one.
Each session is about 45 minutes, live weekly. Come to the ones you want, watch the rest recorded. Session one alone leaves you more productive that day.
The session is broad AI go-to-market. This page is tailored to Marketing Ops, but RevOps, demand gen, and marketing leaders attend the same program.
Become the Marketing Ops lead who always knows why now.
The ops leads pulling ahead aren't working harder. They stay current, know what broke, and fix it with a reason. Get the same edge free, and start by seeing what changed in your funnel in session one.
- Free. Runs on the free plan, no credit card.
- About 10 minutes to set up. Plain English, no terminal.
- Live weekly and recorded, so you never miss one.
- All 10 workflows, hands-on in your own graph8.
- Walk out of session one already more current.