For PE-backed industrial distributors

Buyers ask AI for a supplier. It names three. Is your portfolio one of them?

More industrial buyers start supplier research by asking an AI assistant, and those answers name only a few companies. I find out whether your portfolio companies are among them, then build the fixes that get them there. One company in three weeks, or several side by side.

Get a free baseline on one company →

One page, within a week. No call needed.

Or book 30 minutes →

Why this is a value creation question


It isn't a marketing problem. It's where demand gets decided.

Cheaper growth. Showing up in the AI shortlist brings in buyers who are already looking, without adding headcount.
One platform, not several small distributors. After a few add-ons, buyers and AI should see one capable company. Usually they don't.
Expertise that lives in a few heads. Writing it down for AI is the same work as reducing key-person risk.
It shows up at exit. How a company appears to buyers online is part of how a buyer judges its commercial engine.
Most industrial companies aren't invisible because they lack expertise. They're invisible because it's locked in people's heads, PDFs and contact forms that AI can't read.

The free baseline


A one-page look at how buyers find you today.

I ask the questions your buyers ask before they call anyone, across the major AI assistants and Google. Then I note who gets named, who doesn't, and why.

Sample. Illustrative only.
Buyer questionYour companyCompetitor ACompetitor B
Best bearing and power transmission supplier in the SoutheastNot namedNamedNamed
Who stocks spherical roller bearings near CharlotteNamed, wrong locationNamedNot named
What causes early bearing failure on a conveyor driveNot namedNot namedNamed
Bearing distributor with same-day deliveryNot namedNamedNamed
What's working: Your branch pages rank in Google for your own name.
What's costing you: Your line card is in PDFs AI can't read.
What I'd fix first: Publish the line card as a real page with structured data, and answer the three technical questions your inside sales team gets every week.
For a portfolio, the same questions run across every company at once, so you can see which ones buyers find and which ones they don't.

Offers


Start with one company. Run it across the portfolio when it works.

01

Free baseline

One company, one page, within a week. The questions buyers ask, who gets named, and the two fixes that matter most. No cost, no call required.

02

AI Answer Sprint (one company)

Fifteen business days and about three hours of the company's time. A full baseline against competitors, a ranked map of 30 to 50 buyer questions, a source and structured data audit, two flagship assets built in your expert's voice, a 90-day roadmap and an executive readout.

$7,500 pilot price for the first three clients. $12,500 after. Full sprint details →

03

Portfolio Sprint (three or more companies)

The sprint at each company, plus a side-by-side portfolio scorecard for the sponsor, one shared question map for companies in the same category, and a single readout for the operating team.

Book a meeting to discuss →

Most companies come out of the sprint with a clear list of what to do next: consolidating the CRM across add-ons, customer self-service, a structured AI rollout for leadership. I can build those too, but the sprint stands on its own.

Work behind this


Built inside industrial companies, not pitched to them.

A partner page system for a regional IT integrator: one page per vendor line, with FAQs written to be cited in AI answers, structured data and a sign-up for each practice.
Structured data, landing pages and launch for the same company's new website.
Inside an industrial automation distributor: a customer order tracking portal, an interactive distributor locator, a self-service contact data tool for sales, and a leadership AI rollout.
HubSpot Solutions Partner.

Three weeks


About three hours of your team's time.

Week 1

Capture the truth. Kickoff, baseline, a 90-minute interview with the company's best technical expert, and a harvest of real buyer questions.

Week 2

Find the two things that matter. Source and structured data audit, question ranking, and the content model.

Week 3

Build and hand off. The two flagship assets go live with structured data, plus the 90-day roadmap and the readout.

I don't promise rankings or AI citations, because nobody honestly can. I do promise a baseline, a 90-day plan and two built assets. If you don't see the value, I keep working at no additional cost until you do, or I refund the final invoice.

Questions operating partners ask


Is this just SEO?

No. SEO is about ranking in a list of links. This is about being one of the few companies an AI assistant names when a buyer asks who to call. It overlaps with good SEO, but the work is different: getting expert knowledge into a form AI can read and trust.

Do you guarantee we'll show up in AI answers?

No. Nobody controls those answers. The sprint guarantees a baseline, a 90-day plan and two built assets, and I keep working or refund the final invoice if you don't see the value.

How much of the company's time does it take?

About three hours: a kickoff, one 90-minute interview with a technical expert, and the readout.

Can you run it across several portfolio companies?

Yes. Companies in the same category share a question map and templates, so each one moves faster, and the sponsor gets a side-by-side scorecard.

What comes after the sprint?

A 90-day roadmap the company can run itself. If they want help, I also build the systems underneath it, such as consolidating CRMs across add-ons or customer self-service portals. That's optional.

What kinds of companies is this for?

Industrial distributors and manufacturers with roughly 50 to 500 employees that win on expertise, have a real website and thin content.

Where are you based?

Tampa Bay, Florida. The work is remote.

Next step


Send me one company.

Pick a portfolio company, ideally one with a recent add-on. I'll run the baseline and send you one page within a week: who buyers find when they ask, where your company stands, and the two fixes I'd make first. If it's useful, we talk. If it isn't, you've lost nothing.