Learn AI tricks 
top PMMs use
Learn how AI-native product marketers use Claude, ChatGPT, and Gemini with graph8 to track competitors, sharpen positioning, arm sales faster, and turn fresh market context into messaging that converts.
Everything here runs on graph8's free plan. No credit card, nothing to buy. Leave with a workflow you can use the same day.
Desktop 
The AI-native habits
The 10 workflows that keep PMMs 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 closer to your market than the PMM at the competitor.
Let AI watch competitor launches, pricing changes, and positioning shifts, then surface what changed this week before sales hears it from a prospect.
Claude + graph8Turn a competitor's latest move into a fresh battlecard line, with the objection and the counter, in seconds instead of a quarter-old PDF.
CompetitivePull the reasons deals were won and lost from deal context, then sharpen the message where the data says it matters.
Deal contextDescribe the ICP or use case; graph8 returns the matching accounts and contacts, scored on what's happening now, so your messaging targets reality.
graph8 MCPFeed the signal and the brief into a one-pager, landing page, or email in your voice. Draft in Claude, ship to the team or your sequencer.
MessagingSee which accounts are showing intent for your category or a rival, and let it shape the narrative you lead with.
IntentGive sales the trigger and the recent market move alongside the talk track, so every rep can open on a reason that lands today.
EnablementPull the latest competitive moves, the intent signals, and the open objections in 30 seconds before the GTM sync.
Launch prepConnect graph8 to Claude Desktop once; research, segment, and draft by asking, and keep the send-gate on every action.
Claude DesktopSave your best play, like the weekly competitive digest, as a reusable command your whole marketing 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 market, build a battlecard from a competitor's latest move, and draft a fresh message line, in plain English.
- Claude Desktop connected to graph8
- A live view of what changed in your market
- A battlecard line you can ship today
The full workflow series
All 10 workflows, taught live and hands-on: tracking what changed, competitive teardowns, positioning from deal data, messaging that converts, and arming the field. 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 your market
Competitor moves, intent, and signals: spot what shifted this week before it surprises you.
Build the competitive brief fast
Teardown to battlecard: the objection, the counter, and the wedge, ready to ship.
Position against the competitor's latest move
Mine win and loss context, then sharpen the message where the data says it lands.
Turn context into messaging
One-pagers, landing pages, and emails that carry the why now, drafted from Claude.
Arm the field
Enablement, launch prep, and the talk tracks reps actually use.
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. A PMM 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 market. graph8 gives them your competitors, accounts, intent signals, website activity, deal outcomes, and campaign history, plus safe execution. So they answer what changed and why now, not generic positioning. 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: competitors, accounts, signals, website activity, deal outcomes, 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 narrative.
An AI-native PMM isn't replaced by AI. You let it keep you informed on every market move, and you own the story that wins. This session trains both sides.
- Watch competitor moves and surface what changed
- Build teardowns and draft the competitive brief
- Flag which deal patterns demand a message change
- Write relevant, why-now first drafts of messaging
- Track the signals so no market shift slips
- Decide what the positioning should be
- Edit and approve before anything ships
- Choose the story for each launch and segment
- Align sales, product, and leadership on the message
- Defend the narrative in the room
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 own positioning, run product launches, build pipeline, or drive 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 PMMs who win are the ones who stay current, orchestrate AI, and own the human moments: the positioning calls, the launch narrative, the cross-team alignment. This session trains you to be that PMM, not to compete with a bot.
No, and that's the point. AI keeps you current on every competitor move and deal pattern and preps the context, so you make sharper positioning calls and message with a reason. You still own the narrative and the judgment. Better messaging 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 current that day.
The session is broad AI go-to-market. This page is tailored to PMMs, but demand gen, content marketers, founders, and revenue leaders attend the same program.
Become the PMM who always knows why now.
The product marketers pulling ahead aren't working harder. They stay current, know what changed in the market, and message with a reason. Get the same edge free, and start by seeing what changed in your competitive landscape 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.