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First Article Industrial SEO + AI Search Visibility
Industrial Search Consultancy DWG NO. FA-001 · REV A

Your buyers now ask ChatGPT who to source from. Be the answer.

±0.000
TOLERANCE: NO WASTED TRAFFIC

Your buyers search two places now: Google and AI tools like ChatGPT and Perplexity. First Article gets manufacturers found in both, and turns that visibility into RFQs. The AI part is the new frontier. Ranking on Google is the foundation underneath it. You need both, so I do both. Run by an actual mechanical engineer, not an agency account manager.

First Article
AI-VISIBLE · SPEC'D IN
PASSED INSPECTION
QC: B. HANES
MATERIALPROOF
FINISHRFQs
QTY REQ'DQUALIFIED ONLY
DRAWN BYB. HANES, B.E. ME
73%
of B2B buyers now use AI tools like ChatGPT in purchase research¹
5.1×
AI search traffic converts vs. Google organic (14.2% vs 2.8%)²
−25%
projected decline in traditional search volume as buyers shift to AI³
90%+
of what makes you visible in AI is the same work that ranks you on Google. One job, two payoffs
Inspection Procedure OP 00 · NO CHARGE

Run the test your
website is failing.

Pick a prompt. This is how a procurement engineer sources suppliers in 2026: one question, one shortlist, thirty seconds. If you're not in the answer, you're not in the deal.

// IN THE PAID AUDIT, WE RUN 50 OF THESE FOR
// YOUR EXACT CATEGORIES, ACROSS 4 AI PLATFORMS,
// WITH SCREENSHOTS. THEN WE FIX WHAT WE FIND.

AI_SUPPLIER_SEARCH.LOGLIVE SIMULATION
Nonconformance Report DISPOSITION: REWORK

Why industrial marketing keeps failing inspection.

NCR-001

Your engineers laugh at the agency's content

You've paid writers who don't know GD&T from GDP. Every draft comes back needing so many corrections from your engineers that it's faster to write it yourself. So nobody writes anything, and your competitors with inferior products outrank you.

NCR-002

Traffic without RFQs is a vanity metric

Page views don't pay for tooling. Most industrial sites that do get traffic dump it on a generic "Contact Us" page and lose the buyer. There's no capture, no nurture, no path from search to quote.

NCR-003

You're invisible where buying decisions now start

Engineers and procurement teams adopted AI search faster than the general population. AI answers pull from authority signals, structured data, and third-party citations most industrial sites were never built with. The shortlist forms without you.

Process Sheet ROUTING: FA-OPS

Three operations.
One outcome: RFQs.

No retainers-for-the-sake-of-retainers. This ladder works like your shop floor: inspection first, then a first article run to prove the process, then production. You never commit to production on an unproven process. Neither do I.

Here's the good news: getting found in AI and ranking on Google are mostly the same job: clean structure, machine-readable specs, real authority, and content that answers the buyer's actual question. I do both, because your buyers use both. The AI layer is just the newer, harder frontier built on top of SEO fundamentals most manufacturers still haven't nailed.

OP
10Lead time: 10 working days

AI Visibility & Search Audit

FOR: MANUFACTURERS WHO WANT THE
UNFILTERED TRUTH BEFORE SPENDING
A DOLLAR ON CONTENT
Two audits in one. Google side: a full technical SEO and content audit: rankings, gaps, what's holding you back. AI side: 50 real buying prompts for your categories run across ChatGPT, Perplexity, Gemini, and Google AI Overviews, with screenshots of who's getting recommended. Plus a competitor visibility teardown and a prioritized roadmap of exactly what to create, fix, and stop doing, with estimated impact. Includes one implemented fix: I rebuild your single highest-impact page during the audit, so you walk away with a result, not just a report. Delivered in a live working session, not a PDF drop. Yours to execute with anyone, including without me.
$2,500
FIXED PRICE · CREDITED TOWARD
THE FIRST ARTICLE RUN IF WE PROCEED
OP
2090-day program

The First Article Run

FOR: MANUFACTURERS WHO WANT PROOF
BEFORE COMMITTING TO ANYTHING
LONG-TERM
90 days. One outcome: your buyers' AI names you. We take your top 20 real buying prompts, where you currently show up in few or none. Over 90 days I rebuild what the AI reads: machine-readable specs, technical content an engineer would sign off on, and the authority signals that get you cited on Google and in AI answers. Day 90, we re-run every prompt side by side with day zero, screenshots included. If you're not showing up in materially more of your buying prompts by day 90, I keep working at no charge until you are.
$15,000
FIXED PROGRAM PRICE
90 DAYS · ONE OUTCOME
OP
3012-month runs

Production

FOR: MANUFACTURERS WHOSE FIRST
ARTICLE RUN PASSED INSPECTION
Once the process is proven, we run it at scale: the full content machine of 4 to 8 technical pieces a month an engineer would sign off on, embedded strategy, sales-call intel, quarterly re-runs of your entire prompt set, and reporting to leadership on pipeline contribution, not page views. Sold in 12-month runs, and only after we hit the 90-day mark together. I don't sell production to strangers.
$8,000
PER MONTH · ANNUAL
First
Article/ˈfərst ˈärdəkəl/ · NOUN, MFG.

In manufacturing, the first article is the part that proves the process. You inspect it against the drawing before you ever run production. That's how marketing should work too: prove the system on real data before scaling spend. It's also, conveniently, what we make: articles that get found first. The name is a filter. If you know what FAI means, we already speak the same language.

Proof Checklist NO THEORY WITHOUT RECEIPTS

Inspect before you buy.
I insist.

$1.43M+
verified freelance billings. Public and verifiable, one slice of a decade of work
200+
clients served · 98% job success · Expert-Vetted, Top Rated Plus
97
contracts in manufacturing, engineering & industrial sectors
200+
published technical work samples across 20+ industries

WORKED WITH (direct, agency & freelance): Corning · OMEGA Engineering · Markforged · Southco · Ergotron · SIMCO · Source Atlantic · Microsoft · Google · Samsung · Databricks · Procore
PUBLISHED IN: Engineering.com · Automation World · CompanyWeek · The Medicine Maker · Forbes Technology Council

FIRST ARTICLE RUN · ADJACENT B2B VERTICAL

The system, proven end-to-end.

A B2B software company with a complex product and a long sales cycle needed search traffic that turned into pipeline. I built the full machine: topic clusters around high-intent queries, cornerstone content, lead capture, email nurture, and authority backlinks from Forbes and industry associations. Same physics I now apply to manufacturers: technical product, skeptical expert buyer, six-month-plus buying cycle.

This result is from an adjacent vertical, not manufacturing. The first manufacturer to run this system gets founding-client terms, and becomes the case study everyone after them pays full price to see.

AVG. SERP POSITION33.1 → 8.3
AVG. WEEKDAY CLICKS / DAY112 → 444 ▲ 296%
PEAK MONTH555 / DAY
TOTAL CLICKS, 9 MONTHS87,000+
TOP PAGE CLICKS35,040
TOP PAGE IMPRESSIONS2.28M

SOURCE: GOOGLE SEARCH CONSOLE, JUN 2025 – FEB 2026.
FULL CASE STUDY AVAILABLE ON REQUEST, WITH SCREENSHOTS.

Inspection Record CLIENT SIGN-OFFS · VERBATIM

"Great understanding of content writing and SEO, thank you!"

CMO · INDUSTRIAL REPAIR COMPANY

"Robert was exactly what we needed when we needed it. Very professional, helped us get a lot of high-quality content together in a short period of time. We went into the project using Robert as a bridge until we made our full-time marketing person hire, and it was a great experience. Definitely recommend."

CEO · MEDICAL DEVICE MANUFACTURER

"Bob is wonderful, fully communicates understanding of the scope of work, agrees to the timeline, and voices any concerns. Always delivered. Will be using Bob in the future."

MARKETING MANAGER · ENGINEERING SERVICES COMPANY

Quoted verbatim from public reviews across 200+ engagements.

Title Block DRAWN BY: B. HANES

The engineer your last agency needed on staff.

BH
B. HANESB.E. ME · MBA

I'm Bob Hanes. I was an engineer before I was a marketer, and it shows. Mechanical engineering degree. MBA in supply chain. I sold aircraft components to militaries at Zodiac Aerospace, managed multi-million-dollar government contracts, and co-founded a medical-device startup that raised $1.2M from the NIH for a 3D lung-on-a-chip drug-screening device. I've stood on shop floors and in cleanrooms. I know what a first article inspection is because I've waited on them.

Then I spent eight years and 3,000+ proposals building a content business from $12/hour to $110/hour, writing for Corning, OMEGA Engineering, Markforged, and ninety-some other industrial and engineering companies along the way. I can interview your engineer about thermal expansion coefficients and turn it into the page that gets cited by ChatGPT and read by your next customer.

Most B2B marketers are creative writers who don't understand the product, or technical writers who don't understand revenue. I'm the gap in that Venn diagram. And the gap is where your RFQs are.

B.E. MECHANICAL ENGINEERING · UNIVERSITY AT BUFFALO
MBA, SUPPLY CHAIN & LOGISTICS · UNIVERSITY AT BUFFALO
MILITARY SALES & APPLICATIONS ENGINEER · ZODIAC AEROSPACE
$1.2M NIH GRANT · BIO-LITE, 3D LUNG-ON-A-CHIP
EXPERT-VETTED · TOP RATED PLUS · TOP 1% OF FREELANCE TALENT
Engineering Queries RFI LOG

Questions buyers actually ask.

Is "AI search optimization" just SEO with a new sticker on it? +
Mostly, yes. And anyone who tells you otherwise is selling magic. The overlap between strong SEO and AI visibility is large. The difference is what gets weighted: AI answers lean harder on third-party citations, structured data, directory presence, and content that answers a buyer's full question in one place. I optimize for both in one system, and I'll never charge you twice for the same physics.
Why a consultant instead of an industrial marketing agency? +
Agencies in this space are good at what they do, and they bill $10K+/month to cover an org chart, then assign your account to a writer who's never read a spec sheet. With me, the person who sold aerospace components is the person interviewing your engineers and writing your strategy. Senior work, no markup for overhead, and if your needs outgrow me, I'll tell you and refer you out.
What if the audit says our marketing is fine? +
Then you get a document saying so, with the evidence, for $2,500, and you stop second-guessing. The audit is designed to be worth the price even if we never speak again. It's a roadmap you can hand to your team or any vendor. That's the point of inspecting the first article before running production.
We've been burned before. Why is this different? +
Three reasons. One: you start with a fixed-price audit, not a 12-month contract. Two: every recommendation is tied to data you can verify: Search Console exports, AI prompt screenshots, baseline measurements taken on day one. Three: I measure success in qualified RFQs and pipeline, not impressions. If a piece of content can't be traced to the funnel, I don't pitch it.
Release for Production

The shortlist is forming right now. With or without you.

Four fields, thirty seconds. I'll run your top five buying prompts through ChatGPT and Perplexity, free, no call required, and reply with screenshots of who's getting recommended in your category. If it's you, congratulations. If it's not, you'll know exactly what to do next.

Prefer email? Write to bob@first-article.com with your company name and website. Same five prompts, same screenshots.

// NO NEWSLETTER POP-UP. NO 14-EMAIL SEQUENCE. ONE ENGINEER, ONE REPLY, REAL SCREENSHOTS.
// SOURCES: ¹AVERI / MULTI-SOURCE ANALYSIS, MAR 2026 · ²EXPOSURE NINJA, 2026 · ³GARTNER PROJECTION

TitleFIRST ARTICLE · INDUSTRIAL SEO + AI SEARCH VISIBILITY
DWG No.FA-001
RevA
Scale1:1 · ALWAYS
Sheet1 OF 1
Drawn ByB. HANES, B.E. ME, MBA
CheckedYOUR ENGINEERS (THEY'LL APPROVE)
ContactBOB@FIRST-ARTICLE.COM · LINKEDIN/IN/ROBERTHANES