A 6-MINUTE STORY · ILLUSTRATION
The hoist says 15 tons. The AI says 18 to 28.
When your website doesn't state your limits and your proof, AI fills the gap with confident guesses, and buyers act on them without you ever knowing.
Granite Ridge Machine Works is an invented large-part shop with a common problem. Its website shows the crane and the big mill and never states a number. Pick the work you want, then scroll. We'll read the shop the way an AI assistant reads it for a shipyard engineer.
SCROLL TO READ THE DRAWING ↓
AS SAID · 10:40 PM
One question, typed at home.
A shipyard engineer needs a gear case casting for a naval program machined. It weighs 22 tons. Before bed, she asks an AI assistant which shop nearby can lift it and machine it. The answer comes back in seconds, and it names Granite Ridge.
“Granite Ridge Machine Works is a strong fit. It routinely handles castings from 18 to 28 tons and runs a horizontal boring mill with 30 to 36 feet of travel.”
AI assistant · illustration · invented shop
Granite Ridge's website shows the bay, the crane and the big mill. It never states a number.
ILLUSTRATION · INVENTED SHOP AND ANSWER · GRANITERIDGE-MW.TEST
NEXT: THE READ ↓THE READ
It reads like a spec sheet.
Eighteen to 28 tons, and a travel figure that runs off the sheet. It sounds measured. None of it comes from Granite Ridge, because the site never says. The assistant filled each blank with what big shops usually have, and stated it like a nameplate. She can't tell a guess from a fact, and the shop never sees the question.
RED DASHED: AS AI DESCRIBES THE SHOP · BLURRED: TRUE ON THE FLOOR, NOT ON THE SITE · ILLUSTRATION
NEXT: THE COST ↓THE COST
The drawing goes to a shop that can't lift it.
The RFQ lands on Monday. Granite Ridge reads the weight and passes, and the engineer has lost a week. Then a second assistant tells a prime's buyer building an ITAR supplier list that Granite Ridge lists no certifications. The shop drops off a list it never knew it was on. Nobody calls to check. Nobody tells the shop.
“Granite Ridge Machine Works lists no certifications.”
A second AI assistant · illustration
AI GUESSED 3 OF 3 · THE SITE SAID 0 · ILLUSTRATION
THE SUPPLIER-LIST BEAT IS DRAMATIZED · INVENTED SHOPS ON .TEST DOMAINS
NEXT: AS BUILT ↓AS BUILT · ON THE FLOOR
The hoist says 15 tons.
On the floor, none of this was ever in doubt. The rated load plate on the hook block says 15 tons. The mill's travel is on its spec sheet, and the quality file holds the ISO 9001:2015 certificate and the ITAR registration. It's all true on the floor. None of it is on the site, so none of it made the answer.
Where your facts should be, AI puts the likeliest answer, and says it with confidence.
SWL: SAFE WORKING LOAD, THE RATED LOAD MARKED ON THE HOIST · ILLUSTRATION
NEXT: THE CHANGE ↓THE CHANGE · IKE + SEO & AEO
Write the limits down, with a source for each.
The Blueprint, our paid onboarding, captures your limits and proof with a source for every one: the plate on the hook, the mill's spec sheet, the certificate. IKE, our Industrial Knowledge Engine, keeps them on your record, so every page starts from the same numbers. Then SEO & AEO puts them on pages in plain words: a capacity page and a quality page, each saying one thing.
BLUEPRINT · PAID ONBOARDING · FIRST STEP OF EVERY PROGRAM
NOTHING GOES PUBLIC WITHOUT YOUR YES
NEXT: RELEASED ↓RELEASED · ILLUSTRATION
Same question. Same sheet.
Now the capacity page states the lift and the travel in numbers, and the quality page spells out the ISO 9001:2015 certificate and the ITAR registration. An assistant that reads those pages can quote them instead of guessing. The engineer with the heavy gear case casting learns the same night that it won't fit. The buyer building a list can read the proof.
“Granite Ridge Machine Works states a 15-ton rated lift and 168 in. of X travel on its capacity page, so a 22-ton gear case casting is over its limit. Its quality page lists ISO 9001:2015 and ITAR registration.”
The same question, after release · illustration, not a promise
THE SITE SAYS 3 OF 3 · NOTHING LEFT TO GUESS · ILLUSTRATION, NOT A PROMISE
ASK AI AGAIN · PLANNED: RE-ASKING THE SAME QUESTIONS AFTER YOUR PAGES GO LIVE. NOT A RESULT YET.
NEXT: YOUR TURN ↓THREE FACTS A BUYER SCREENS FOR: LIFT, TRAVEL, PROOF · ILLUSTRATION
| Fact | On the site, before | What the AI said | As built | After release |
|---|---|---|---|---|
| Lift · hoist SWL | Not stated | “Routinely handles castings from 18 to 28 tons” | 15 tons, on the rated load plate | Stated on the capacity page |
| Travel · boring mill X | Not stated | “30 to 36 feet of travel” | 168 in., on the spec sheet | Stated on the capacity page |
| Proof · certifications | Not stated | “Lists no certifications” | ISO 9001:2015 and ITAR registration | Spelled out on the quality page |
Say the number.
RELEASED · DRAWN FOR DEFENSE WORK · ILLUSTRATION
401 · THE LESSON
When your site is silent, AI guesses.
Where your facts should be, AI puts the likeliest answer from whatever it has read, and says it with confidence. The buyer can't tell a guess from a fact, and you never see the question.
So write your limits and your proof down, in numbers and plain words, on pages that each say one thing.
| FACT | THE AI SAID | AS BUILT | WHERE IT'S SAID NOW |
|---|---|---|---|
| LIFT | 18 TO 28 TONS | SWL 15 T | /capacity · EXAMPLE PAGE |
| TRAVEL | 30 TO 36 FT | 168 IN | /capacity · EXAMPLE PAGE |
| PROOF | NO CERTIFICATIONS | ISO 9001 · ITAR | /quality · EXAMPLE PAGE |
EXAMPLE PAGES ON AN INVENTED SITE · EVERY FIGURE IS INVENTED FOR ILLUSTRATION
General notes
- The companies, people, websites, figures and AI answers in this story are invented. The pattern is real: where a website leaves a number out, the AI assistants we tested filled the gap with a confident guess.
- SWL is safe working load, the rated load marked on a hoist.
- No one controls what an AI assistant says.
BEHIND THE STORY · How we test AI answers · How IKE learns · Methodology and sources
YOUR TURN · THREE YES OR NO CHECKS
Check your own
Run these on your own website on Monday morning.
Are your limits numbers?
Does your site state your largest part, heaviest lift and machine travel in numbers a buyer can quote?
Is your proof written as text?
Are your certifications and registrations (ITAR registration, ISO 9001, CMMC Level 2) spelled out on a page, and not only shown as logos or buried in a PDF?
Have you asked?
Have you asked two AI assistants who can make your best part, and written down the date and what each one said?
ANSWER ALL THREE · YOUR ANSWERS STAY ON THIS PAGE
You can't sell what you don't say.