AI-readiness report

How ready is ecperreault.com for AI search?

26
AI-search visibility
Out of 100. The average of the AEO, GEO and GSO scores below. The overall score adds classic SEO and the rest of the audit. What AI answers actually said is further down.
52
Overall AI-readiness score · Education & courses
SEO
59/100
Measured
AI crawlability
79/100
Measured
AEO
0/100
AI estimate
GEO
19/100
AI estimate
GSO
58/100
AI estimate
Content quality
54/100
Measured
Performance
65/100
Measured
Design
50/100
AI estimate
Accessibility
73/100
Measured
Security
74/100
Measured
Local visibility
15/100
Estimated

Does an assistant that searches the web name you?

0/4 answers named you
Who it recommends instead Centre de formation professionnelle de Québec (CFPQ) 3/4Collège Technique Aviron Québec 2/4Cégep Garneau (Progressez) 2/4Formation professionnelle des Navigateurs 2/4
“meilleur centre de formation au Québec”not named It recommended instead: Centre de formation professionnelle de Québec · CFP Wilbrod‑Bherer · Collège Technique Aviron Québec
“quelles sont mes options pour un centre de formation au Québec ?”not named It recommended instead: Collège supérieur de Montréal (CSM) · Collège supérieur de Sherbrooke (CSS) · Les Instituts Herzing de Montréal inc.
“où trouver un bon centre de formation au Québec ?”not named It recommended instead: Centre de formation professionnelle de Québec · Formation professionnelle des Navigateurs · Centre de formation professionnelle (CFP) – Sorel‑Tracy
“quel centre de formation recommandes-tu au Québec ?”not named It recommended instead: Collège Technique Aviron Québec · Cégep Garneau · Formation professionnelle des Navigateurs

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?

0/4 answers named you
Who takes your answer Collège Ahuntsic 4/4Cégep de Saint-Laurent 3/4École de technologie supérieure (ÉTS) 2/4
“meilleur centre de formation au Québec”not named It named instead: Collège Ahuntsic · Collège de Maisonneuve · Cégep du Vieux Montréal
“quelles sont mes options pour un centre de formation au Québec ?”not named It named instead: Collège Ahuntsic · Cégep de Saint-Laurent · École de technologie supérieure (ÉTS)
“où trouver un bon centre de formation au Québec ?”not named It named instead: Collège Ahuntsic · École de technologie supérieure (ÉTS) · Cégep de Saint-Laurent
“quel centre de formation recommandes-tu au Québec ?”not named It named instead: Collège Ahuntsic · Cégep de Saint-Laurent · Dawson College

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 avironquebec.com 2/4fc.cegepgarneau.ca 2/4taformation.ca 2/4
“meilleur centre de formation au Québec”not found It would read instead: avironquebec.com · iflycollege.ca
“quelles sont mes options pour un centre de formation au Québec ?”not found It would read: quebec.ca · cdn-contenu.quebec.ca · cfpquebec.cssc.gouv.qc.ca
“où trouver un bon centre de formation au Québec ?”not found It would read instead: taformation.ca · fc.cegepgarneau.ca
“quel centre de formation recommandes-tu au Québec ?”not found It would read instead: avironquebec.com · fc.cegepgarneau.ca · taformation.ca
Pages that list businesses cfpquebec.cssc.gouv.qc.ca 3/4cdn-contenu.quebec.cacfpwb.cssc.gouv.qc.cacssst.gouv.qc.caquebec.ca

Being listed on these puts you where an assistant reads before it answers. None of them does the work you do.

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.

Your site is AI‑crawlable but completely unready for answer‑engine visibility.

Your strongest point is AI crawlability (SSR) at 79/100, meaning large language models can read your pages. The most damaging gap is AEO at 0/100, so your content never surfaces in AI‑generated answers. Writing self‑contained, citable passages and citing reputable sources will immediately lift both GEO and AEO performance.

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 ecperreault.com.

Assistant for École de conduite PerreaultAnswers from ecperreault.com

Hello! I’m the assistant for École de conduite Perreault. What would you like to know?

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

What it will read12 pages
ecperreault.com/

Accueil - École de conduite Perreault

Not read yetPage 1 of 12
  • /
  • /formulaire-dinscription
  • /photos
  • /e-roule
  • /cyclomoteur
  • /moto
  • /liens-utiles
  • /automobile
  • /acces-colibri
  • /motoneige-2
  • /carrieres/moniteurmonitrice-automobile
  • /contact
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.

Deepen topical coverage

Main content is ~239 words — thin for comprehensive AI-search coverage.

Do: Expand to cover the topic's likely sub-questions; aim for genuinely useful depth (often 1,000+ words).

Add LocalBusiness structured data

No LocalBusiness JSON-LD was found — search engines can't confidently tie this site to a physical business or place.

Do: Add a LocalBusiness (or the closest subtype) JSON-LD block with name, address, telephone, geo and openingHours. Your Schema Fix Pack can generate it.

State the areas you serve

No service area / "areas we serve" signal was found — important for businesses that travel to clients.

Do: List the cities/regions you cover on the page and in the schema `areaServed` property.

Surface reviews & ratings

No AggregateRating/review markup was found — star ratings drive clicks in the local pack.

Do: Surface your existing Google reviews on the page as an AggregateRating (real, verifiable counts) so search engines and AI see the proof.

Found on the pages we crawled
  • high 16 page(s) have no meta description
  • high 1 page(s) have no H1
  • medium 3 page(s) have more than one H1
  • high 3 title(s) are duplicated across 6 pages
  • medium 6 page(s) under 250 words

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