Would you respond to the messages your (AI) SDRs are sending?

It’s been 3+ years since ChatGPT. Has it changed the way you sell?

AI made everyone fast. 95% of outbound gets zero engagement. Speed didn’t fix the problem—it just made it harder for the buyer.

Which message would YOU respond to?

Equipment RentalTexada
✗ What they send
Improve your fleet utilization

Hi [Name],

I help crane rental companies improve fleet utilization and reduce idle time.

We work with companies like yours to maximize revenue per asset.

Got 15 minutes this week?

✓ What we build
Your Liebherr LTM 11200-9.1 idle?

Your crane doesn’t have a DOT transit permit on file — looks like it’s sitting.

Maxwell Construction just filed a permit to install wind turbines 0.5 miles away.

That’s a $45K–$180K rental.

Want an intro to the foreman?

Pool ServiceSkimmer
✗ What they send
Streamline your pool business

Hi [Name],

We help pool service companies streamline route management and grow their business.

Our platform is trusted by thousands of pool pros.

Would love to show you a quick demo.

✓ What we build
Do you charge $169 for pool care?

We work with thousands of pool pros in CA.

The optimal flat monthly rate including chemicals in 95125 is $169.

You may be undervaluing your services — the range in your zip is $108 to $184.

Want to see how we know?

FlooringFloorzap
✗ What they send
Grow your flooring business

Hi [Name],

I noticed you’re in the flooring industry in the Edmond area.

We help flooring contractors generate more leads and close more jobs.

Are you open to a quick chat?

✓ What we build
18904 Bajo Dr just sold — flooring credit

That listing closed October 22nd with a $2,000 flooring credit in the offer.

The new owner needs flooring work.

The listing agent was Sheila Gibbs — sheila@gibbshomesales.com, 405-532-3212.

Healthcare ComplianceMedTrainer
✗ What they send
Simplify your compliance training

Hi [Name],

Managing compliance across multiple facilities is challenging.

Our platform helps healthcare organizations automate training tracking and stay audit-ready.

Let me know if you’d like to learn more.

✓ What we build
7 providers PECOS-deactivated

Your Pacific Northwest facilities show 7 providers whose PECOS enrollment has lapsed.

If they’re billing Medicare, those claims are getting denied.

That’s roughly $2.3M in guaranteed denials until reactivation.

Here’s the list.

RoofingProspecting into GAF
✗ What they send
Grow your contractor network

Hi [Name],

We help roofing manufacturers strengthen relationships with their contractor base.

We’d love to share how we work with companies like yours.

✓ What we build
$62M in untapped contractor spend

We analyzed permit data for your top 500 contractors.

127 use some GAF product but give 70% of their volume to Owens Corning.

That’s $62M in annual revenue your contractors are handing to your competitor.

Here are the names.

Can you see the difference?

DM on LinkedIn →

The message isn’t the problem. The list is the problem.

Most teams define their ICP, write a message about their product, and use AI to blast it faster. The message fails because the list is wrong. The list is wrong because nobody worked backwards from what made their best customers buy.

AI solved the speed problem, but nobody knew how to point it in the right direction. Frankly, nobody even knew how to ask AI the right questions to get the answer.

How Did We Get Here?

Three eras of go-to-market.

01
The SDR Era

Revenue was simple. Hire more salespeople. Buy a list from ZoomInfo. Start dialing. More reps, more pipeline, more revenue.

02
The Workflow Era

Someone realized data-driven targeting beats brute force. A specialist emerges — running Clay, enrichment APIs, multi-step workflows. Better results, but a new bottleneck: one person, one tool, a single point of failure.

03
The 100x Era

Now you can talk to every data point — internal and external — that relate to your customers and your prospects. The teams that win know what to ask the AI to build.

Picking what to build and working backwards from outcomes is 90% of the challenge. The tools are now solved. Once the right questions are asked, the only problem left is: can your team execute?

The Methodology

Build a message where the data IS the message.

1

Understand your best customers in their language.

What problems did they actually have? Why did they buy? We extract this from your calls, your CRM, and your team’s heads — in the words your customers used, not your marketing copy.

2

Find the external data that would have identified their problem.

Government records, permits, regulatory filings, competitor signals — data nobody else thinks to look for. What public data would have found those customers before they even knew they had the problem?

3

Build a list of prospects in that same situation.

This is a Pain-Qualified Segment (PQS) — a group of prospects identified not by who they are, but by a specific, data-detectable problem they’re experiencing right now.

4

Send them a message about their problem — or with independent value.

This is a Permissionless Value Prop (PVP) — a message so specific and valuable the prospect would pay to receive it. The data IS the message. No “I noticed you’re hiring.”

5

Ship it tomorrow. Measure. Ship again.

AI gets things wrong — but in five minutes your SDR will know. You fix it and ship again. Slop isn’t the enemy. Speed is the fix. You learn what works by shipping fast enough to see results.

6

Your team learns to do this.

I teach your team the methodology, the tools, and the thinking. The capability stays when I leave. Most consultants create dependency. I create capability.

Real Work

Every card is a real project.

No hypotheticals. Actual results from the last 12 months.

Focus

Know where to aim before you fire. Data-driven targeting that cuts the noise.

~48 hrs
93% disqualified in 48 hours

47,228 3PL warehouses scored against 20 signals. 3,326 survived.

~2 weeks
1.17M companies, $0.018 each

Nine signals to find which healthcare practices run a specific business model. Every one enriched for less than two cents.

~6 days
32,493 fire departments scored

11 federal databases. 57 state directories scraped. 23,262 fire chief contacts extracted.

~3 days
12,576 decision-makers identified

Every employee at the top 300 PE firms mapped. 12,576 operating partners tiered by seniority and function.

~1 week
109,594 tenants classified

Reverse-engineered feature flags to classify every Jira Cloud tenant by subscription tier. Free vs. Premium, before you call.

Imagination

Find data nobody else thinks to look for. Creative intelligence that can’t be copied.

~10 hrs
12,458 identified from website signatures

Fingerprinted a competitor’s entire install base from login portals, DNS records, and HTML patterns.

~1 day
429 mentions in 365,661 calls

Two years of sales recordings searched. Every competitor mention classified: switching, evaluating, or unhappy.

~4 days
60M combinations → 132 customers

Brute-forced every possible subdomain on a competitor’s cloud platform. Filtered real tenants from fakes using DNS wildcard detection. This list didn’t exist anywhere.

~2 days
3 campaigns from federal data

CMS quality alerts, OSHA violations, HRSA audit findings piped into a campaign builder. Buying intent from government records.

~36 hrs
21K attendees → 15,476 qualified

Every registrant pulled from the conference app API. AI-generated talking points per person based on employer and role.

Speed

Ship campaigns in days, not quarters. Build capability that compounds.

~3 days
“You should be charging $132.”

Messages so specific prospects think you researched them personally. Zip-code pricing benchmarks, peer performance gaps, referral maps — all from public data.

13 min
13 minutes from a URL

Company URL in, complete playbook out. Segments, messages, data sources, implementation recipes.

~24 hrs
240,094 across all 50 states

Every licensed HVAC contractor in America. Bulk downloads, web scrapers, FOIA requests, municipal records.

10 weeks
130 git commits and counting

Trained a marketing coordinator to build AI dashboards, HubSpot syncs, and campaign tools in Claude Code. She’s now the AI expert for an entire PE portfolio.

What’s at stake.

If you do this right…

Every person on your team becomes a force multiplier.
Campaigns launch in days — not quarters. You learn what works by shipping fast enough to see results.
Learning compounds. Each campaign makes the next one sharper.
You find the people on your team who can connect AI to real customer outcomes — and 100x them.

If you don’t…

×You’re stuck iterating slowly on campaigns that work worse every month as AI-generated noise floods every channel.
×You add headcount to add pipeline, because your tools aren’t solving the problem.
×Someone smaller and faster figures this out first and locks up your best accounts — because they started from the customer, not from the tool.
×Your team never builds the muscle. AI stays a toy, not a capability.
What Clients Say

Don’t take my word for it.

Your training was incredibly helpful. I’ve gone back almost three times now. Wish I could have you on speed dial.
Clate Mask
Clate MaskVP Sales, Extensiv
The fact that we can actually just go find it out in the ecosystem somewhere — it’s pretty cool. I’ve been singing your praises.
Carey Ballard
Carey BallardVP Marketing, Extensiv
We’re excited about it and we want to figure out how to put this thing to work. Our SDR team is hungry — we’re just not putting the right lists in front of them.
Jarred Young
Jarred YoungVP Sales, ChiroHD
Oh my God, this is the future.
Candice Moss
Candice MossMarketing Ops, ChiroHD
From a professional development standpoint, it’s been unbelievable. How do we multiply our impact 3x, 5x, 50x as quick as we can? This gives us that avenue.
Clay Maloney
Clay MaloneyMarketing Ops, MedTrainer
We went from 15% contact accuracy to 95%, connect rate from 5% to 15%. BDR pipeline went from $30K/month to over $160K. BDR closed-won from $10K/month to $85K. It all flowed through because we fixed the list first.
Kevin Wilson
Kevin WilsonVP Revenue, Skimmer

This only works when you can move fast.

This is for you if…

B2B company selling to a specific vertical — healthcare, logistics, construction, fire safety, fintech. Industries with data.
Series A–C with SDRs and a defined sales process.
You have a rep who can make 50–100 calls a day.
You want your team to own the capability, not depend on a vendor forever.

This is NOT for you if…

×Horizontal SaaS — you don’t know enough about your customer to be deadly.
×Nobody on the team is curious about AI or interested in the details.
×Your team isn’t rigorous about execution — QA, iteration, daily shipping.
Clay advisor & investor8+ regulated verticals500+ playbooks generated

Your team has everything it needs except the methodology.

3-month engagements. Less than a single SDR hire, and the capability stays when I leave.

Let’s figure out where AI gives you the most leverage, show your team what’s possible, and start shipping tomorrow.

DM on LinkedIn →