Overall AI readiness score
A combined result across all audit signals.
Excellent
AI readiness audit: 9/8/2026Public technical data
Overall AI readiness assessment
How ready imagescreations.fr is for AI systems
Agence web ImagesCréations: Agence web ImagesCréations \- Nantes (imagescreations.fr) received an AI-readiness score of 82/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was not found, and ai.txt was not found. The robots.txt analysis found 6 explicitly allowed and 0 blocked AI crawlers, with 5 declared sitemaps. Homepage markup completeness was 90%; Schema.org types included AboutPage, professionalservice, WebSite, Corporation and 10 OpenGraph tags were detected. Results reflect the public site response observed on 2026-09-08T01:59:40.022Z.
Audit context
llms.txt is accessible and contains 1,002 tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.
robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 5. The homepage exposes Schema.org types AboutPage, professionalservice, WebSite, Corporation; 10 OpenGraph tags were found and markup completeness is 90%.
The mobile Lighthouse profile adds Performance 62/100, Accessibility 93/100, Best Practices 96/100, SEO 100/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
Confirmed strengths
- Accessible llms.txt
- 5 sitemap declarations
- Schema.org: AboutPage, professionalservice
- Complete social metadata
Priority improvements
- 1Add llms-full.txt for richer first-party context.
- 2Reduce mobile rendering delay and main-thread work.
llms.txt tokens1,002
llms-full.txt tokens—
ai.txt
sitemap.xml
Google Lighthouse technical profile
A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.
62
Performance
93
Accessibility
96
Best Practices
100
Technical SEO
67
Agentic Browsing
What these results mean
Mobile performance is 62/100, with the largest visible content block appearing in 7.7 s and the browser main thread blocked for 70 ms. Layout shift was 0. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.
Accessibility scored 93/100, Best Practices 96/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 67/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.
1
Free the main thread and accelerate the first view
Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.
2
Reduce code that loads without helping the page
Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.
3
Reduce network delay
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
4
Make controls unambiguous
Give buttons and links accessible names, associate labels with fields, and use ordered headings and semantic regions. The same structure helps screen readers and software agents understand actions.
FCP4.5 s
First content
LCP7.7 s
Main content
CLS0
Layout stability
TBT70 ms
Blocking time
SI6.0 s
Visual speed
Metric glossary
- FCP · First content
- When the first text or image appeared on screen.
- LCP · Main content
- When the largest visible element in the first viewport rendered.
- CLS · Layout stability
- How much content shifted unexpectedly while loading; lower is better.
- TBT · Blocking time
- How long the browser main thread could not respond quickly to input.
- SI · Visual speed
- How quickly the visible viewport filled with content.
9/8/2026Lighthouse 13.4.1Mobile profile
AI readiness checks
Machine-readable files, crawler policy, discovery, and homepage markup.
llms-full.txt
Full version was not found
ai.txt
ai.txt file was not found
Sitemap in robots.txt5
5 sitemaps found
Schema.org (JSON-LD)
Types: AboutPage, professionalservice, WebSite, Corporation
OpenGraph90%
10 OG tags found
AI bot access
Based on robots.txt analysis
GPTBotNot mentioned
OAI-SearchBotAllowed
ChatGPT-UserAllowed
Google-ExtendedAllowed
ClaudeBotNot mentioned
Claude-SearchBotNot mentioned
Claude-UserNot mentioned
BytespiderAllowed
CCBotAllowed
PerplexityBotAllowed
Perplexity-UserNot mentioned
Sitemaps
Declared discovery routes for crawlers and agents.
OpenGraph tags
Social preview metadata found on the homepage.
og:localefr_FRog:typewebsiteog:titleAgence Web à Nantes, création de sites internet, SEO, SEAog:descriptionAgence Web à Nantes, création de sites internet, SEO, SEA :og:urlhttps://www.imagescreations.fr/og:site_nameAgence web ImagesCréationsog:imagehttps://h2u8a9f7.delivery.rocketcdn.me/wp-content/uploads/bison-passion-creative-ukraine.jpgog:image:width1600og:image:height1054og:image:typeimage/jpegSchema.org markup
Structured entities and properties exposed on the homepage.
AboutPageprofessionalserviceWebSiteCorporation
urlhttps://www.imagescreations.fr/descriptionAgence web Nantes : Créations et hébergement de site internet, experts Wordpress / Woocommerce, + de 30 ans d'expertise, + 1000 réalisations.image{"@type":"ImageObject","@id":"https://www.imagescreations.fr/#primaryimage","url":"https://www.imagescreations.fr/wp-content/uploads/schema-and-structured-data-for-wp/Agence-de-communication-nantes-12publisherhttps://www.imagescreations.frheadlineAgence Web Nantes : Création de sites internet, SEO, SEAnameAgence Web ImagesCréations (Nantes)sameAshttps://www.facebook.com/imagescreations/, https://twitter.com/imagescreations, https://www.instagram.com/imagescreations/, https://www.pinterest.fr/pin/136445063686649160/, https://www.linkedin.com/ctelephone(33)240507766address{"@type":"PostalAddress","streetAddress":"67, rue Nicolas Appert","addressLocality":"Nantes","addressRegion":"Loire AtlapotentialAction{"@type":"SearchAction","target":"https://www.imagescreations.fr?s={search_term_string}","query-input":"required name=selogohttps://www.imagescreations.fr/wp-content/uploads/75121428_10159077813482891_2706126599626948608_o.jpgcontactPointhttps://www.imagescreations.fr/contact-agence-digitale/# Agence web ImagesCréations: Agence web ImagesCréations \- Nantes > Agence web Nantes : Créations et hébergement de site internet, experts Wordpress / Woocommerce, \+ de 30 ans d'expertise, \+ 1000 réalisations\. Generated by Yoast SEO v27.1.1, this is an llms.txt file, meant for consumption by LLMs. ## Pages - [Vous recherchez une agence web à Cholet ?](https://www.imagescreations.fr/agence-web-cholet/) - [Vous recherchez une agence web à Laval ?](https://www.imagescreations.fr/agence-web-laval/) - [Vous recherchez une agence web à La Roche\-sur\-Yon ?](https://www.imagescreations.fr/agence-web-la-roche-sur-yon/) - [Vous recherchez une agence web à Angers ?](https://www.imagescreations.fr/agence-web-angers/) - [Agence web en Vendée \(85\) : visibilité locale, résultats mesurables](https://www.imagescreations.fr/agence-web-vendee/) - [Agence Web à Nantes, création de sites internet, SEO, SEA](https://www.imagescreations.fr/) - [Chatbot](https://www.imagescreations.fr/agence-developpement-chatbot-nantes/) - [Mobile](https://www.imagescreations.fr/experts-web-mobile-nantes/agence-mobile-nantes/) - [Plans de lots \(Plans de commercialisation de lots\)](https://www.imagescreations.fr/immobilier-plans-de-commercialisation-de-lots/) - [Vous recherchez une agence web ou une agence de communication digitale à Rennes ?](https://www.imagescreations.fr/agence-web-rennes/) - [Vous recherchez une agence web à Paris ?](https://www.imagescreations.fr/agence-web-paris/) - [Vous recherchez une agence web à Brest ?](https://www.imagescreations.fr/agence-web-brest/) - [ImagesCreations développe votre site internet sur Drupal 8](https://www.imagescreations.fr/agence-drupal-8/) ## Articles - [Votre agence web spécialisée Wordpress à Nantes \!](https://www.imagescreations.fr/agence-wordpress-nantes/) - [WooCommerce, solution e\-commerce de Wordpress](https://www.imagescreations.fr/woocommerce-ecommerce-wordpress/) - [Qu'est ce qu'un webmail ? \| Webmail Nantes](https://www.imagescreations.fr/webmail-nantes/) - [Qu'est ce que le "Machine Learning" ?](https://www.imagescreations.fr/machine-learning/) - [Qu'est ce que l'intelligence artificielle, ChatGPT et le "Machine Learning" ?](https://www.imagescreations.fr/quest-ce-que-le-machine-learning/) ## Cases - [Ocea recrutement](https://www.imagescreations.fr/case/ocea-recrutement/) - [Agathe Evin : Traduire le vide et la matière](https://www.imagescreations.fr/case/agathe-evin-artiste-peintre/) - [Argana Mobility, création d'un site de location de véhicules au Maroc](https://www.imagescreations.fr/case/argana-mobility-creation-dun-site-de-location-de-vehicules-au-maroc/) - [Refonte du site Réseau Argo](https://www.imagescreations.fr/case/refonte-du-site-reseau-argo/) - [TopDéco : spécialiste de la transformation du Solid Surface](https://www.imagescreations.fr/case/topdeco-specialiste-de-la-transformation-du-solid-surface/) ## Recrutements - [Directeur de clientèle digital H/F \- Nantes](https://www.imagescreations.fr/recrutement/directeur-de-clientele-digital-nantes/) - [Assistant ou Assistante de gestion \& comptabilité H/F \- Nantes](https://www.imagescreations.fr/recrutement/secretaire-comptable-nantes/) - [Directeur artistique digital H/F \| Agence Nantes](https://www.imagescreations.fr/recrutement/directeur-artistique-digital-nantes/) - [Développeur Full\-Stack Wordpress à Nantes](https://www.imagescreations.fr/recrutement/developpeur-full-stack-wordpress-confirme-a-nantes/) - [Administrateur Systèmes et Réseaux H/F \| Recrutement](https://www.imagescreations.fr/recrutement/emploi-administrateur-reseau-nantes/) ## Catégories - [Le blog digital](https://www.imagescreations.fr/blog-digital/) - [Web](https://www.imagescreations.fr/cases/case-web/) - [Les Cases](https://www.imagescreations.fr/cases/) - [SEO](https://www.imagescreations.fr/seo/) - [Intelligence artificielle \(IA\)](https://www.imagescreations.fr/ia/) ## Optional - [Sitemap index](https://www.imagescreations.fr/sitemap_index.xml)
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Added 9/8/2026