AI-readiness report

How ready is a-to-z.fr for AI search?

19
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.
47
Overall AI-readiness score · Education & courses
SEO
45/100
Measured
AI crawlability
86/100
Measured
AEO
5/100
AI estimate
GEO
16/100
AI estimate
GSO
35/100
AI estimate
Content quality
72/100
Measured
Performance
43/100
Measured
Design
60/100
AI estimate
Accessibility
44/100
Measured
Security
69/100
Measured
Local visibility
21/100
Estimated

Does Google's AI Mode name you?

0/4 answers named you
Who it names instead Centre de Formation Notre Dame Saint Joseph 2/4Fih 88 Formation 2/4GRETA Lorraine-Sud Epinal 2/4
“meilleur centre de formation à Epinal”not named It named instead: GRETA Lorraine-Sud Epinal · Centre de Formation Notre Dame Saint Joseph · CIBC Vosges
“quelles sont mes options pour un centre de formation à Epinal ?”not named It named instead: Orakin Sur Mesure · Fih 88 Formation
“où trouver un bon centre de formation à Epinal ?”not named It named instead: GRETA Lorraine-Sud Epinal
“quel centre de formation recommandes-tu à Epinal ?”not named It named instead: Centre de Formation Notre Dame Saint Joseph · 20-80 Formation

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 CAMPUS ST JO 3/4FIH 3/4Groupe Alternance - Campus d'Épinal 3/4CMA FORMATION Epinal 2/4Centre de formation UIMM Lorraine - Epinal 2/4
“meilleur centre de formation à Epinal”not named It recommended instead: IUT Épinal - Hubert Curien · Groupe Alternance - Campus d'Épinal · CMA FORMATION Epinal
“quelles sont mes options pour un centre de formation à Epinal ?”not named It recommended instead: IUT d’Épinal - Hubert Curien · CAMPUS ST JO · Notre-Dame Saint-Joseph
“où trouver un bon centre de formation à Epinal ?”not named It recommended instead: CAMPUS ST JO · CMA FORMATION · Groupe Alternance
“quel centre de formation recommandes-tu à Epinal ?”not named It recommended instead: CAMPUS ST JO · Groupe Alternance · FIH

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 AFPA Epinal 4/4
“meilleur centre de formation à Epinal”not named It named instead: AFPA Epinal Plus 2 names we could not find online in this market — not shown.
“quelles sont mes options pour un centre de formation à Epinal ?”not named It named instead: AFPA Epinal · GRETA du Vosges - site d'Épinal Plus 2 names we could not find online in this market — not shown.
“où trouver un bon centre de formation à Epinal ?”not named It named instead: AFPA Epinal Plus 1 name we could not find online in this market — not shown.
“quel centre de formation recommandes-tu à Epinal ?”not named It named instead: AFPA Epinal Plus 2 names we could not find online in this market — not shown.

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 campus-stjo.fr 3/4fih88.fr 3/4groupe-alternance.com 3/4cma-alsace-moselle-grandest.fr 2/4esepinal.fr 2/4
“meilleur centre de formation à Epinal”not found It would read instead: groupe-alternance.com · iut-epinal.univ-lorraine.fr · cma-alsace-moselle-grandest.fr
“quelles sont mes options pour un centre de formation à Epinal ?”not found It would read instead: iut-epinal.univ-lorraine.fr · campus-stjo.fr · esepinal.fr
“où trouver un bon centre de formation à Epinal ?”not found It would read instead: campus-stjo.fr · cma-alsace-moselle-grandest.fr · groupe-alternance.com
“quel centre de formation recommandes-tu à Epinal ?”not found It would read instead: campus-stjo.fr · groupe-alternance.com · fih88.fr
Pages that list businesses agglo-epinal.fr

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 highly AI‑crawlable yet critically weak in answer‑engine readiness.

The AI crawlability score of 86/100 shows that search‑engine bots and large language models can readily read your pages. However, the AEO score of just 5/100 indicates that the site is virtually invisible to AI‑driven answer platforms, a costly blind spot for an education business that relies on authoritative citations. Implementing self‑contained, citable content blocks (and adding FAQPage structured data) will directly boost AEO and lift the overall AI score.

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 a-to-z.fr.

Assistant for ConseilAnswers from a-to-z.fr

Hello! I’m the assistant for Conseil. What would you like to know?

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

What it will read14 pages
a-to-z.fr/

Conseil – Coaching – Formation

Not read yetPage 1 of 14
  • /
  • /this-must-be-the-creatio-of-god
  • /im-in-love-with-this-creation
  • /5-cles-pour-ameliorer-limage-de-soi
  • /journeys-end-in-lovers-meeting
  • /sabrina-88
  • /sabrina-88/alain
  • /a2c
  • /quai-alpha
  • /particuliers
  • /blog
  • /mentions-legales
  • /remiremont
  • /chloe-54
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.

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 15 page(s) have no meta description
  • high 15 page(s) have no H1
  • high 1 title(s) are duplicated across 2 pages
  • medium 7 page(s) under 250 words
  • medium 1 page(s) have no canonical tag

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Audit a-to-z.fr

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

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