AI-readiness report

How ready is karmamfg.ca for AI search?

39
Overall AI-readiness score · Manufacturing & industry
Out of 100 — how ready this site is to be found and cited across AI search (SEO + AEO + GEO).
SEO
53/100
Measured
AI crawlability
61/100
Measured
AEO
0/100
AI estimate
GEO
0/100
AI estimate
GSO
4/100
AI estimate
Content quality
61/100
Measured
Performance
95/100
Estimated
Design
28/100
AI estimate
Accessibility
76/100
Measured
Security
56/100
Measured

Does Google's AI Mode name you?

0/4 answers named you
Who it names instead Steeltex Manufacturing, Inc. 4/4Drader Manufacturing Industries Ltd 2/4Plainsman Mfg. Inc. 2/4
“best manufacturer in Edmonton”not named It named instead: Smantec Manufacturing Inc · Steeltex Manufacturing, Inc. · Cci Manufacturing Inc
“what are my options for a manufacturer in Edmonton?”not named It named instead: Drader Manufacturing Industries Ltd · Plainsman Mfg. Inc. · Steeltex Manufacturing, Inc.
“where should I go for a manufacturer in Edmonton?”not named It named instead: Drader Manufacturing Industries Ltd · Flexcim Manufacturing Services Inc · Steeltex Manufacturing, Inc.
“which manufacturer would you recommend in Edmonton?”not named It named instead: Steeltex Manufacturing, Inc.

Asked of Google's AI Mode today, from the business's city. Its answers change from day to day, so a re-run can differ.

Does an assistant that searches the web name you?

0/4 answers named you
Who it recommends instead Control Manufacturing 3/4Norquest Industries 3/4Condor Machinery 2/4Plainsman Manufacturing 2/4
“best manufacturer in Edmonton”not named It recommended instead: Norquest Industries · Edmonton Exchanger · Drader Manufacturing
“what are my options for a manufacturer in Edmonton?”not named It recommended instead: Norquest Industries · Control Manufacturing · GC Custom Metal Fabrication
“where should I go for a manufacturer in Edmonton?”not named It recommended instead: Plainsman Manufacturing · Boreal Machine · Control Manufacturing
“which manufacturer would you recommend in Edmonton?”not named It recommended instead: Wolf Windows · Durabuilt Windows & Doors · Walbert European Windows

Answered today by a language model from a live web search. Search results change, so a re-run can differ.

Does the model remember you?

0/3 answers named you
Who takes your answer Mackenzie Manufacturing Ltd. 2/3
“best manufacturer in Edmonton”not named It named instead: Mackenzie Manufacturing Ltd. · St. Albert Plastics Inc.
“what are my options for a manufacturer in Edmonton?”not named It named instead: Alberta Precision Manufacturing Ltd. · Mackenzie Manufacturing Ltd. · Edmonton Machine & Tool Ltd.
“where should I go for a manufacturer in Edmonton?” named nobody The model knows no business here it could name — including your competitors.
“which manufacturer would you recommend in Edmonton?”not named It named instead: Alberta Precision Industries · MDA

Asked of a language model without live browsing — what the model has absorbed about this market, not a search result fetched today.

Would an assistant find you today?

0/4 searches surfaced your page
Whose pages it would read instead controlman.ca 3/4norquestindustries.com 3/4condormachinery.com 2/4plainsmanmfg.com 2/4
“best manufacturer in Edmonton”not found It would read instead: edmontonexchanger.com · norquestindustries.com · drader.com
“what are my options for a manufacturer in Edmonton?”not found It would read instead: gccustommetal.com · norquestindustries.com · plainsmanmfg.com
“where should I go for a manufacturer in Edmonton?”not found It would read instead: plainsmanmfg.com · borealmachine.com · controlman.ca
“which manufacturer would you recommend in Edmonton?”not found It would read instead: durabuiltwindows.co · redledmonton.com · wolfwindows.ca

Put to a live web search — the pages an assistant reads before answering. Absent from these results it cannot cite you; present, it still might not.

Performance exceptionnelle, mais l'absence de citations IA freine votre visibilité

Le point fort le plus marquant est le score Performance de 95/100, attestant d'un temps de chargement très rapide, essentiel pour les visiteurs industriels. Le principal frein est le score GEO de 0/100 (prêt à la citation IA) ainsi que le score AEO de 0/100, indiquant que le contenu n'est pas exploitable par les réponses d'IA, ce qui constitue une perte d'opportunités de visibilité. La mesure la plus impactante consiste à rédiger des passages autonomes et citables, en ajoutant des données structurées FAQPage et en exposant les dates de publication/mise à jour, pour rendre le site lisible par les modèles d'IA.

We had an assistant read your site.

Ask it what a customer would ask you. It answers only with what is written on the pages of karmamfg.ca.

Assistant for KARMA MACHINING & MANUFACTURING SERVICESAnswers from karmamfg.ca

Hello! I’m the assistant for KARMA MACHINING & MANUFACTURING SERVICES. What would you like to know?

A Tadaaah demo. This is an AI assistant: it can make mistakes.

What it will read6 pages
karmamfg.ca/

KARMA MACHINING & MANUFACTURING SERVICES

Not read yetPage 1 of 6
  • /
  • /index.php
  • /pro_machining.php
  • /rapid_prototyping.php
  • /equipment.php
  • /contact.php
This assistant, on your own site.It answers only from your pages. When it doesn’t know, it says so and gives your number.

$29 CADa month, on top of PRO

  1. Leave your email. Nothing to pay now.
  2. We write to you within 2 business days to set it up on your site with you.
  3. You pay $29 CAD a month, on top of PRO, only once it’s answering on your site.

What to fix

Write self-contained, citable passages

No paragraph in the ~100-200 word "citable passage" range was found; AI engines prefer to lift complete, context-free passages.

Do: Restructure key sections into standalone paragraphs (~130-170 words) that make sense without surrounding context.

Add FAQPage structured data (minor)

No FAQPage/QAPage JSON-LD with answered questions was found on the page.

Do: Wrap your most-asked questions in FAQPage JSON-LD with the full question and answer text, matching what a visitor can actually read on the page.

Cite credible outbound sources

No outbound links to authoritative domains (.gov/.edu, research, major publishers) were found.

Do: Support factual claims with links to primary, authoritative sources.

Expose machine-readable publish/update dates

No <time datetime> or article:published_time/modified_time meta was found.

Do: Add datePublished/dateModified to Article schema and a visible "Last updated" date.

Found on the pages we crawled
  • high 6 page(s) have no meta description
  • high 5 page(s) have no H1
  • high 1 title(s) are duplicated across 6 pages
  • medium 3 page(s) under 250 words
  • medium 6 page(s) have no canonical tag

Is this your site?

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Audit karmamfg.ca

Automated snapshot generated by Tadaaah from public data. Re-run the audit for the latest version.

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