QQUOTABLE
Free 3-prompt check
AI visibility for precision machine shops

Buyers now ask AI for suppliers. Is your shop in the answer?

Procurement engineers ask ChatGPT, Gemini, Perplexity and Claude for AS9100 shops that can hold tolerance. We test what those tools say about you, fix what's missing or wrong, and re-test every month.

Exhibit A · a real buyer-style query
"Top 10 precision CNC shops on the Colorado Front Range, AS9100 or ISO 9001, 5-axis, short production runs."
  1. 01Shop listed by the AIAS9100D
  2. 02Shop listed by the AIAS9100
  3. 03Shop listed by the AIISO 9001
  4. …7 more
NCR17 of 19 Colorado aerospace shops listed on Thomasnet were not named.
From a test we ran on one AI engine, Oct 2026. Shop names removed. Your result will differ, which is why we test.
Process

Three operations, in order

OP 10 · CHECK

Run 80 buyer questions

20 questions a buyer would ask, run on 4 AI engines in clean sessions. Every answer is saved as a dated screenshot and scored.

OP 20 · FIX

Correct the sources AI reads

Your Google Business Profile, a crawlable capabilities and certifications page, structured data, and consistent directory listings.

OP 30 · MONITOR

Re-test every month

AI models change often. You get a monthly score, the competitors ahead of you, and the next fix.

What we work on

The facts an AI needs before it recommends a shop

Business Profile

Categories, services, photos and reviews. In our tests, local supplier answers leaned heavily on map listings.

Capabilities page

Machines, axes, materials, tolerances and certifications as plain text, not locked in a PDF or an image.

Directory consistency

Thomasnet, industry associations and registries telling the same story as your site.

Structured data and indexing

Schema.org markup for your organization and services, and Bing Webmaster with IndexNow so changes get picked up.

Measurement

The AI Visibility Score, 0 to 100

Each of the 80 answers gets a 0–5 score. Same questions, same order, fresh sessions, the same 48-hour window each month, so this month's number can be compared with last month's.

score = Σ(80 answers, 0–5) ÷ 400 × 100
0Not mentioned
1Mentioned, facts wrong
2Mentioned, facts vague
3Accurate, ranked below competitors
4Top 3, accurate
5Recommended first, with a link
Pricing

Start with the audit

AI Visibility Audit

$750 one-time
  • 80 scored answers with screenshots
  • Your score next to your top competitor's
  • A prioritized fix list
  • 30-minute walkthrough
  • Fee credited toward Fix + Monitor

Fix + Monitor

$1,950 setup + $450/mo
  • Everything in the audit
  • Business Profile, capabilities page, structured data
  • Directory cleanup and a review-request system
  • Monthly re-score and report

Growth

$3,500 setup + $900/mo
  • Everything in Fix + Monitor
  • 2 technical capability articles a month
  • Quarterly competitor tracking

If your score hasn't improved after 90 days of Fix + Monitor, the next month is free.

Questions

Straight answers

Can you guarantee we'll be recommended?

No. Nobody controls what an AI model says. We guarantee the work and the measurement: every fix is documented and every month is scored the same way, so you can see whether it's working.

Isn't this just SEO?

It overlaps. The difference is what we measure: what AI assistants say when a buyer asks for a supplier, not your rank on a search results page.

Do you need access to our website?

For the Fix work, yes: an editor login or a short call with your web person. The audit needs nothing from you.

Do you handle ITAR or customer data?

No. We only work with public information about your shop.

Free check

Send your shop name. You'll get 3 real AI answers back within 2 business days.

We run three buyer questions on two AI engines and send the screenshots with a short note. No call needed.

Email
jeanclaude@quotableshop.com
Or book 15 minutes Pick a time