Most B2B companies target prospects who look right on paper. We use publicly available data to find the ones who have the pain right now. Same team. Same budget. More pipeline.
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If your a growth leader, you already feel it. The buyers changed how they research, evaluate, and decide. The playbook you built your career on isn't wrong. It's just not gripping the way it used to.
You've added tools. You've tested new channels. You've sat through the webinars and read the playbooks. Pipeline didn't move. Not because your team isn't good. Not because the tools don't work. Because you're applying new tools to old targeting logic and hoping the math changes.
It won't. The problem isn't execution. It's visibility. You don't have enough surface area on your market to know who to target, what to say, or where to start. That's the surface area problem. And until you solve it, every new tool is just a faster way to do the wrong thing.
We wrote a manifesto about this. It's the foundation of everything we publish.
Cannonball GTM is built on five playbooks. Each one solves a specific stage of the growth problem. Work them in order, or start where it hurts most.
Playbook 1
Pain-based segmentation, Existential Data Points, publicly available data sourcing.

Read a Cannonball classic to learn more: Pain-Based Segmentation: The $135M Opportunity for DISCO We ran the full methodology on a real legal tech company and found a $135M segment hiding in publicly available data. This is what the process looks like end to end.
Your team is fighting over the 5% of the market that's actively buying right now. So is everyone else. Same prospects. Same inbox. Same race to the bottom. But 15% of your market is experiencing the pain and hasn't started looking for a solution. That's three times larger than the group you're chasing, and nobody is talking to them. The signals are already public. A failed inspection. A regulatory action. A compliance filing. Each one predicts someone is about to need what you sell. That data is public, it's free, and your competitors aren't using it.This playbook teaches you how to find those signals in your market before your competitors know they exist.
Playbook 2
PVP creation, messaging frameworks, copy that converts.

Want to learn more? Checkout The PVP Framework: The Secret Sauce You've All Been Asking About What makes a message so useful that a prospect would pay to receive it? Here's the framework, the criteria, and what it looks like when it's done right.
Most outbound fails because the sender doesn't know anything the prospect doesn't already know. There's no reason to reply. But when you combine two or three public data sources, something happens. You can see a prospect's situation more clearly than they can. A regulatory filing plus an industry benchmark plus a competitor move tells a story the prospect hasn't pieced together yet. That insight is the message. And it's messaging so strong that meeting booked rates run 20x higher than standard spray-and-pray outbound. This playbook teaches you how to build it.
Playbook 3
Campaign testing, validation, methodology in action. Rich case study library

Learn about the missing ingredient for most GTM teams: The Outbound Campaign Testing Bible One channel. One thousand activities. One metric that matters. The testing discipline that tells you whether to scale or kill a campaign before you waste the budget.
You found a segment. You built the message. Now your VP wants to "scale it across all verticals" next quarter. Don't. Run 1,000 activities on a single channel first. If the meeting booked rate hits 1%, you have something. If it doesn't, you just saved six months and a budget cycle. This playbook is the discipline layer. It tells you what to trust, what to kill, and when you've earned the right to spend more.
Playbook 4
Campaign optimization, meeting booked rate improvement - the 'More Meetings' playbook is nascent but growing.

The Adaptation Advantage: How Top Growth Hackers Pivot in Real-Time A decision tree framework for real-time campaign optimization. Falsification thresholds, parallel research tracks, and the 15-minute check-in protocol that tells you when to pivot and when to push.
The segment works! Heck yea. You're booking meetings. Now comes the real work (boooo). Most messages you send will not be perfect. They'll be good enough to test and strong enough to iterate on. This playbook is about that iteration. Changing the subject line. Rewriting the eyebrow. Tightening the body copy. Mixing in call cadences. Testing an offer. Fixing deliverability issues that are quietly killing your open rates. Sometimes the difference between a 0.05% meeting booked rate and a 1% meeting booked rate is the combination of subject line and preview text, not a complete messaging overhaul. Sometimes it's recognizing you have a strong segment and an okay message, and doing the disciplined work of making that message better, one variable at a time. This is the optimization playbook. It's not glamorous. It's where the math actually changes.
Playbook 5
Channel layering strategy, multi-channel campaign architecture. Also nascent compared to playbooks 1 - 3.

Featured: Building Recursive AI Agents That Get Smarter Over Time What does the infrastructure beneath multi-channel campaigns actually look like? This post shows how Clay and AI connect to build self-improving systems that scale across channels.
You've proven the segment on one channel. Now layer. Add Facebook ads on top of email. Add direct mail on top of LinkedIn. Each channel compounds the one before it. This playbook teaches you the sequencing, the timing, and the math behind multi-channel campaign architecture. This is where the growth curve bends (Not to be confused with the funnel spamming techniques of performance targeting).
Growth facilitators - you set strategy, manage the budget, and answer to the board (and a whole lot more). You need a framework you can explain in a board meeting and a system your team can run.
Start with » The Surface Problem - (aka, The Cannonball Manifesto)
Between us chickens, we call you growth integrators - you build the campaigns, manage the stack, and execute the plays. You need the methodology, the prompts, and the proof that it works.
Start with » The Beginners Guide to Cannonball GTM
Every week, we publish intelligence that separates signal from noise. Every week, we add to the playbook stack. The methodology is free to learn. The implementation details are for subscribers.
We're not an agency. We're not a tool. We're not another AI vendor. We're the system your team will own when you're done.
The fine print: Free subscribers get weekly intelligence and strategy content. Paid subscribers get playbooks, prompt libraries, and implementation guides. $50/month or $500/year.
CANNONBALL GTM