Revenue System Strategy · Prepared by RevSculpt

Most companies you sell to have nobody in charge of AI.

That's true of almost all of them, which is why it doesn't tell you who to call. What tells you is pressure. A company that just cut staff. One that just got bought. One that's hiring four people to do the same repetitive job. Those are the ones worth an email this month, and there's a public trace for each. Here's what we'd watch.

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01
Why we wouldn't just build you a list
You sell to mid-market manufacturers, contractors and professional firms. Filter for that and you get thousands of companies that all look the same.

The problemEveryone qualifies

  • Every company on that list has the problem you fix
  • Hardly any of them has a person in charge of AI, so that doesn't separate them either
  • Nothing in a list like that tells you who's ready to talk

The gapFit isn't timing

  • Knowing a company could buy is easy. Knowing they're ready is the hard part
  • What makes them ready is usually something that just happened, and those things leave a public trace. So we watch for the trace

The shortcutYou wrote the message already

  • Your Kickstart Day page describes the exact moment a company needs you
  • So do your homepage problem cards and your ROI Blueprint page
  • We don't need new copy. We need to find the companies where yours is true today

One thing shapes the whole build. Your market isn't huge and every deal is worth a lot. Email someone at the wrong moment and they're gone for a year, and there's no second version of that company to try later. So we'd go slow and pick carefully, and spend most of the sending on companies with a reason to reply this week.

02
Your words, on the left
Your site already spells out what a company looks like right before it needs you. Left column is what you wrote. Right column is how we'd spot it from the outside.
What your site saysHow we'd spot it
"No single executive owns outcomes"True of nearly everyone, so this one can't narrow anything down
"One department experiments on its own. Another purchases a tool without a policy."Different AI tools named in job ads across different teams, with no AI policy and nobody holding the title
"Board/CEO pressure to 'do something with AI,' but no clear path forward"AI language on their website with nobody behind it
"CFO skepticism and a need for measurable ROI before funding"A new CFO, or a round of cost cuts
"Stalled Pilots"An AI announcement about a year old, then nothing since
"Operations teams at headcount ceiling with high-volume repetitive workflows"Three or more openings for the same repetitive job at once
"Manual process debt in project documentation and compliance workflows"A big new project win, permit filings, or a certification they're chasing
PE-backed leaders "needing fast results" (your white papers say this three times)Bought or funded in the last three months
03
The nine signals
Each one is something we can actually look up, so the list gets built and handed over rather than described.
#NameWhat we look forWhere we find itHeat
S1Failed CAIO searchA job ad for a full-time AI leader that's been sitting open 45 days or more, or been repostedTheirStack, PredictLeads, LinkedIn JobsHot
S2Hiring the workflowThree or more openings at once for the same repetitive job: order entry, AP clerk, project coordinator, scheduler, document control, permits, claimsTheirStack, PredictLeadsHot
S3New moneyBought, merged or funded in the last three months, including PE dealsDeal news, Exa, event dataTiming
#NameWhat we look forWhere we find itHeat
S4New bossA CEO, President, COO, CFO or owner who has been in the chair under nine monthsSales Nav alerts, people dataTiming
S5Cost cutsLayoffs or a cost-cutting announcement in the last three monthsEvent data, WARN filings, newsTiming
S6Talks AI, owns nothingAI language on their site, checked against having no AI title and no published policySite keywords plus a title checkHot
S7Looks like your clientsCompanies shaped like DEB Construction, ToursByLocals and FrazerSales Nav, company dataGood fit
S8Already runs on 90 daysRuns EOS, Scaling Up or quarterly rocks. CEO sits in Vistage or YPOCoach directories, LinkedInGood fit
S9Paperwork pile-upA big public contract win, permit filings, an ISO or AS certification push, a recall or inspectionSAM.gov, permit data, NHTSA, ExaTiming
Signals 4 to 9 of 9
Six more, including the one that finds companies talking about AI with nobody accountable for it.
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Three of them run on a weekly check. We will walk through all six live and show you the accounts each one is firing on right now.

Start hereWhy S2 goes first

  • When a company posts three ads for the same repetitive job, they've already told you what the pain costs. It's the salaries
  • Nobody has to be convinced there's a problem. They're actively trying to pay for it
  • It's also exactly what you did for ToursByLocals and DEB Construction, so you're describing work you've done twice
  • And it points at the $27,000 build, which is the easiest thing you sell for a nervous CFO to approve

Quiet winnerWhy S8 works

  • Your nav says you partner with Scaling Up. Vistage and YPO are both on your client wall
  • A company already running quarterly rocks thinks in 90-day chunks anyway
  • So you skip the part where you explain why your cycle is 90 days, which is usually the hard part

All nine can be looked up. That matters more than it sounds. A signal you can't query is just a theory, and it never becomes a list anyone can work. Section 06 covers the ones we left off and why.

04
Which offer each signal points to
You already sell in steps, and your ROI Blueprint page spells out the order. Cold outreach should sell the first step. The signal decides which first step.
SignalWhat we'd pitchYour priceWhy that one
S2 hiring the workflow · S5 cost cutsDone and Running$27,000There's a specific job already costing them money. Fixed fee, clear deliverables, easy yes
S3 new money · S4 new bossAI ROI Blueprint$10,000They need a plan before they need a build. New money and new bosses both want to see the thinking first
S6 talks AI, owns nothingAI Leadership Kickstart Day$12,000Your Kickstart page was written for this company. AI is already running loose and nobody's steering
S1 failed CAIO searchEmbedded Fractional CAIO$54,000/cycleThey've already decided they need the role filled. Your headline answers it: without hiring someone full time
S9 paperwork pile-upDone and Running$27,000This is the DEB Construction job. Site reports, inspections, compliance paperwork
Already has an AI chiefStrategic Oversight or a certification$43,500/cycle or $12,000Never pitch the fractional role into a filled seat. Sell them rhythm or training instead
The full routing map
Every one of the nine signals mapped to the right rung of your own price ladder.
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Pitching the wrong step is what kills these. A company that just got bought needs a plan, not a build. We will walk the whole map on the call.

Don't open with the $54,000 cycle. Nobody buys that off a cold email. It's what the first step turns into once you're inside and it's working. Every play above lands small on purpose.

05
What we'd check, and how often
A signal's only worth anything if someone's actually watching for it.
How oftenWhat we checkWhy that oftenWhat happens
WeeklyS1 stale job ads · S2 duplicate roles · S4 new bossesJob ads and title changes move quickly, and a role that just hit 45 days open is a different conversation than one posted yesterdayEnriched and emailed that week, while the ad's still up
MonthlyS3 deals and funding · S5 cost cuts · S9 contract wins, permits, certificationsThese show up as announcements and stay relevant for a few months, so checking weekly just adds noiseBundled into that month's batch
Once, then watchS6 companies talking about AI with nobody accountableThis one barely moves. Worth one full pass early, then a light watch for new onesSwept in the first weeks, then alerts on new entrants
AlwaysS7 lookalikes · S8 already runs on 90 daysThese are about fit, not timing, so they never expire and never go staleSteady background flow, turned down when the timing signals are busy
Check before sendingDo they already have an AI chief?Pitching a fractional exec into a filled seat loses the room immediatelySent to Strategic Oversight or a certification instead
The monitoring schedule
What gets checked weekly, what gets checked monthly, and what happens the moment a signal fires.
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This is the part that decides whether an email lands in the right week or two months late.

The weekly ones do most of the work. They refresh on their own, so there's always a fresh batch of companies with a real reason to hear from you, and we never have to reach for people who have no reason to reply. The always-on list fills whatever room is left, and we turn it down when the timing signals are producing.

06
What we'd skip
Any list like this should say what it left out. These four are normal outbound plays and none of them fit you.

SkippedCompliance deadlines

  • The obvious play, and we think it's a mistake
  • Your Why Us page says you define AI accountability "without claiming legal, compliance, or technical authority"
  • Opening with a compliance clock would contradict that in the first sentence they read

SkippedMining bad reviews

  • Great play in software and ecommerce, where angry customers post in public
  • Nobody reviews fractional executives though, so there's nothing to read and we won't pretend otherwise

SkippedSpotting a rival's clients

  • With software you can see what a company already uses by looking at their website
  • Advisory work leaves no trace at all
  • So winning business off a competitor has to come from conversations, not from a tool

SkippedBought intent data

  • It's built for markets too big to check by hand, and yours is small enough to watch company by company
  • Cheaper and more accurate that way. Worth another look once you're bigger

One we're keeping, but parking. A company that announced an AI project a year ago and has gone quiet since is probably stuck, which is the first problem card on your homepage. It's arguably the best signal on this page. It just needs a year of history collected before it produces anything, so it comes later than the rest.

07
Things you already have that are doing too little
Everything you run now waits for people to come to you. White papers, the assessment, the podcast, the press. It works. But nothing goes out and finds anyone, and a few of these could do more.

Most wastedThe Executive AI Assessment

  • Everyone who finishes it tells you how far along they are, which is a buying signal and a way to sort them
  • It's a much smaller ask in a cold email than "book an executive briefing"
  • Use the assessment for cold, keep the briefing for warm, and route people by their score

Free namesKnowing who visited

  • You put a price on every offer page. Most firms in your space won't
  • That makes your pricing pages a magnet for people quietly shopping around
  • Right now they land, read it, and leave without you ever knowing who they were
  • A pixel turns that into a list of companies worth a follow up

Cheapest winsYour own database

  • Your CRM already holds every no-show, every lost deal and everyone who took the assessment
  • Your paid community has executives at exactly the companies you sell to
  • Route white paper downloads by which paper. Someone grabbing the SG&A guide just told you they have an SG&A problem

Biggest leverPrivate equity

  • Your own white papers name PE three separate times, so you already know this
  • One good relationship with a firm is a steady stream of portfolio companies, each arriving with a 100-day plan and orders to cut costs

Rooms, not inboxesPeer groups

  • Vistage and YPO are on your client wall. Scaling Up is in your nav
  • Those rooms are full of the exact CEOs the emails are chasing. Same buyer, twenty at a time

Second engineCertifications

  • Independent consultants who want to sell AI work to their own clients
  • Different buyer, different signals, and a much bigger pool than the services side
  • Give it separate domains so it never competes with the main engine for attention
Three channels we would open
The one that matters most is already named three times in your own white papers.
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These are the plays that bring you rooms and repeat buyers instead of one company at a time.
08
How we'd start
Small first, prove it, then grow. None of this asks Chris or Adam to do any prospecting.

Weeks 1 to 4Get it running

  • Domains and mailboxes set up and warming, deliverability checked before anything sends
  • Target list locked, plus the rule that anyone with an AI chief already gets routed elsewhere
  • Your CRM wired up so each signal picks the right offer. Visitor pixel live on the offer pages
  • First campaign is S2, hiring the workflow, pitching Done and Running
  • At the same time and costing almost nothing: a sweep back through your old no-shows and lost deals

Weeks 4 to 8Prove it

  • Add S3 new money, S4 new boss, and the one-off sweep of companies talking about AI with nobody accountable
  • Swap the cold ask to the assessment instead of a briefing and see which books more
  • Start working through your community for people who should be buying services
  • Competitor teardown, once you tell us who you actually lose to

After that it compounds. Push harder on whichever signals closed, ease off the rest, open the private equity channel, and stand the certification side up on its own. For the first call we'd skip the deck and bring the actual company names currently firing on the hiring and new-money signals, filtered to companies shaped like DEB and ToursByLocals.

09
Pricing
Our standard rates. One closed deal at your prices pays for a year of this.
Multichannel Outreach
The steady base. Email and LinkedIn.
$5,500/mo
  • Lookalikes and the 90-day-cadence companies, S7 and S8
  • Email and LinkedIn aimed at the top of the company
  • We find the actual person, never info@
  • Every email through our deliverability check before it sends
Pick this if you want reach first and signals later.
Recommended
Signal Engine
Work the hot signals every month.
$7,500/mo
  • S2, S3, S4 and S6 built, watched and refreshed
  • Signals wired to offers inside your CRM
  • The one-off sweep of AI talkers with no owner, in week two
  • A pass back through everyone already in your database
Pick this if your deals are big and your market is small. Both are true.
Signal + Volume
Everything, running together.
$10,000/mo
  • All nine signals plus the steady base, as one system
  • Certifications running separately on their own domains
  • Visitor pixel, assessment routing, white paper routing
  • One dashboard covering outbound and inbound together
Pick this once you know which signals actually close.
Pricing
Three ways to run this, from a steady base up to the full system.
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One closed deal at your own published prices covers a year of it. Happy to walk through which tier fits on the call.

Three things to confirm before we build anything. How small a company you'll actually take, because it decides how wide the steady list runs. Which client results and logos we're allowed to name. And which product names are current, because your 30-day sprint page calls the flagship "AI in Your Corner," the audit "The AI Audit" and the Kickstart Day "AI Executive Quickstart," while every other page uses different names for the same things at the same prices. Emails and landing pages have to agree.

Want the rest of it?

Thirty minutes. We walk through all nine signals, the routing map, and the accounts each signal is firing on right now. If it is not a fit we will say so on the call.

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10
Who’s Building It
Artyom Jurkevich
Salesforge Forge Expert Clay Expert
Artyom Jurkevich
Founder, RevSculpt
  • 12 years in B2B sales, founder-led outbound at the core
  • 2× agency founder · 1 exit
  • Salesforge Forge Expert · Clay-certified · GTM Club host & speaker
  • $30M pipeline driven for clients across 15 verticals
6,000+
Qualified meetings booked across 15+ B2B verticals.
18 days
Median time to a client’s first qualified meeting.
14×
ROI on outbound spend for a signal-timed engagement.
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