{
  "$schema": "https://schema.org/CollectionPage",
  "@context": "https://schema.org",
  "@type": "CollectionPage",
  "name": "citabl AI | Insights GEO/AEO - Visibilité IA | Answer Engine Studio",
  "headline": "Insights : data, opinions factuelles, et tactiques actionnables",
  "description": "Data, tactiques et analyses pour être cité par ChatGPT, Claude et Perplexity. Articles actionables sur la visibilité IA, le GEO et l'AEO.",
  "url": "https://citabl.ai/insights",
  "inLanguage": "fr-FR",
  "dateModified": "2026-04-22",
  "publisher": {
    "@type": "Organization",
    "name": "citabl.ai",
    "url": "https://citabl.ai"
  },
  "keywords": [
    "articles GEO",
    "blog AEO",
    "ressources visibilité IA",
    "être cité par les IA",
    "Answer Share"
  ],
  "hero": {
    "badge": "Insights",
    "title": "Insights : data, opinions factuelles, et tactiques actionnables",
    "subtitle": "Ce que nous observons sur le terrain, en travaillant avec des SaaS B2B et e-commerces sur leur visibilité IA."
  },
  "formats": [
    {
      "id": "data",
      "label": "Data posts",
      "description": "Benchmarks et analyses chiffrées sur la visibilité IA."
    },
    {
      "id": "contrarian",
      "label": "Contrarian",
      "description": "Opinions factuelles qui challengent les idées reçues."
    },
    {
      "id": "tactical",
      "label": "Tactical",
      "description": "Actions concrètes pour améliorer votre visibilité IA."
    }
  ],
  "articlesBaseUrl": "https://citabl.ai/insights/",
  "articlesJsonBaseUrl": "https://citabl.ai/insights/",
  "articles": [
    {
      "slug": "comment-mesurer-visibilite-moteurs-reponse-ia",
      "jsonUrl": "/insights/comment-mesurer-visibilite-moteurs-reponse-ia.json",
      "format": "tactical",
      "datePublished": "2026-04-22"
    },
    {
      "slug": "mesurer-answer-share-moteurs-ia-methode-manuelle",
      "jsonUrl": "/insights/mesurer-answer-share-moteurs-ia-methode-manuelle.json",
      "format": "tactical",
      "datePublished": "2026-04-12"
    },
    {
      "slug": "pourquoi-vos-concurrents-apparaissent-dans-chatgpt-et-pas-vous",
      "jsonUrl": "/insights/pourquoi-vos-concurrents-apparaissent-dans-chatgpt-et-pas-vous.json",
      "format": "contrarian",
      "datePublished": "2026-04-07"
    },
    {
      "slug": "comment-ameliorer-visibilite-chatgpt-2026",
      "jsonUrl": "/insights/comment-ameliorer-visibilite-chatgpt-2026.json",
      "format": "tactical",
      "datePublished": "2026-04-01"
    },
    {
      "slug": "comment-reduire-cac-moteurs-reponse-ia",
      "jsonUrl": "/insights/comment-reduire-cac-moteurs-reponse-ia.json",
      "format": "contrarian",
      "datePublished": "2026-03-26"
    },
    {
      "slug": "comment-benchmarker-visibilite-ia-vs-concurrents",
      "jsonUrl": "/insights/comment-benchmarker-visibilite-ia-vs-concurrents.json",
      "format": "tactical",
      "datePublished": "2026-03-19"
    },
    {
      "slug": "checklist-page-citable-perplexity",
      "jsonUrl": "/insights/checklist-page-citable-perplexity.json",
      "format": "tactical",
      "datePublished": "2026-03-16"
    },
    {
      "slug": "perplexity-citation-cadre-strategique-2026",
      "jsonUrl": "/insights/perplexity-citation-cadre-strategique-2026.json",
      "format": "tactical",
      "datePublished": "2026-03-16"
    },
    {
      "slug": "mesurer-visibilite-moteurs-reponse-answer-share",
      "jsonUrl": "/insights/mesurer-visibilite-moteurs-reponse-answer-share.json",
      "format": "tactical",
      "datePublished": "2026-03-12"
    },
    {
      "slug": "palier-seo-pourquoi-optimiser-davantage-ne-changera-rien",
      "jsonUrl": "/insights/palier-seo-pourquoi-optimiser-davantage-ne-changera-rien.json",
      "format": "contrarian",
      "datePublished": "2026-03-08"
    },
    {
      "slug": "geo-vs-seo-visibilite-moteurs-reponse",
      "jsonUrl": "/insights/geo-vs-seo-visibilite-moteurs-reponse.json",
      "format": "contrarian",
      "datePublished": "2026-03-05"
    },
    {
      "slug": "referencement-ia-outil-geo-vs-strategie",
      "jsonUrl": "/insights/referencement-ia-outil-geo-vs-strategie.json",
      "format": "tactical",
      "datePublished": "2026-03-03"
    },
    {
      "slug": "parcours-achat-b2b-llm-chatgpt-perplexity-2026",
      "jsonUrl": "/insights/parcours-achat-b2b-llm-chatgpt-perplexity-2026.json",
      "format": "data",
      "datePublished": "2026-02-27"
    },
    {
      "slug": "optimiser-contenu-ia-search-etudes-citations",
      "jsonUrl": "/insights/optimiser-contenu-ia-search-etudes-citations.json",
      "format": "data",
      "datePublished": "2026-02-23"
    },
    {
      "slug": "avis-g2-capterra-influencent-chatgpt",
      "jsonUrl": "/insights/avis-g2-capterra-influencent-chatgpt.json",
      "format": "contrarian",
      "datePublished": "2026-02-21"
    },
    {
      "slug": "structurer-page-alternatives-concurrent-etre-cite",
      "jsonUrl": "/insights/structurer-page-alternatives-concurrent-etre-cite.json",
      "format": "tactical",
      "datePublished": "2026-02-16"
    },
    {
      "slug": "le-gea-comme-inventaire-media",
      "jsonUrl": "/insights/le-gea-comme-inventaire-media.json",
      "format": "data",
      "datePublished": "2026-02-12"
    },
    {
      "slug": "200-questions-structures-contenu-preference-ia",
      "jsonUrl": "/insights/200-questions-structures-contenu-preference-ia.json",
      "format": "data",
      "datePublished": "2026-02-10"
    },
    {
      "slug": "geo-generative-engine-optimization",
      "jsonUrl": "/insights/geo-generative-engine-optimization.json",
      "format": "data",
      "datePublished": "2026-02-03"
    },
    {
      "slug": "source-hacking-pour-etre-visible-dans-ia",
      "jsonUrl": "/insights/source-hacking-pour-etre-visible-dans-ia.json",
      "format": "tactical",
      "datePublished": "2026-01-29"
    },
    {
      "slug": "se-diversifier-pour-anticiper-google-zero",
      "jsonUrl": "/insights/se-diversifier-pour-anticiper-google-zero.json",
      "format": "tactical",
      "datePublished": "2026-01-23"
    },
    {
      "slug": "optimiser-fiches-produits-pour-visibilite-sur-ia",
      "jsonUrl": "/insights/optimiser-fiches-produits-pour-visibilite-sur-ia.json",
      "format": "tactical",
      "datePublished": "2026-01-20"
    },
    {
      "slug": "rendre-son-site-react-lisible-par-les-ia",
      "jsonUrl": "/insights/rendre-son-site-react-lisible-par-les-ia.json",
      "format": "contrarian",
      "datePublished": "2026-01-15"
    },
    {
      "slug": "llms-txt-pour-etre-vu-par-ia",
      "jsonUrl": "/insights/llms-txt-pour-etre-vu-par-ia.json",
      "format": "contrarian",
      "datePublished": "2026-01-13"
    },
    {
      "slug": "etre-visible-sur-ia-avec-faq",
      "jsonUrl": "/insights/etre-visible-sur-ia-avec-faq.json",
      "format": "tactical",
      "datePublished": "2026-01-08"
    },
    {
      "slug": "pattern-citation-pour-visibilite-ia",
      "jsonUrl": "/insights/pattern-citation-pour-visibilite-ia.json",
      "format": "data",
      "datePublished": "2026-01-02"
    },
    {
      "slug": "page-pricing-pour-visibilite-ia-saas",
      "jsonUrl": "/insights/page-pricing-pour-visibilite-ia-saas.json",
      "format": "tactical",
      "datePublished": "2025-12-27"
    },
    {
      "slug": "etre-visible-sur-google-shopping-ai-mode",
      "jsonUrl": "/insights/etre-visible-sur-google-shopping-ai-mode.json",
      "format": "data",
      "datePublished": "2025-12-20"
    },
    {
      "slug": "etre-shortliste-sur-chatgpt-shopping",
      "jsonUrl": "/insights/etre-shortliste-sur-chatgpt-shopping.json",
      "format": "tactical",
      "datePublished": "2025-12-13"
    },
    {
      "slug": "mesurer-trafic-ia-sur-ga4",
      "jsonUrl": "/insights/mesurer-trafic-ia-sur-ga4.json",
      "format": "tactical",
      "datePublished": "2025-12-06"
    },
    {
      "slug": "mesurer-impact-geo-visibilite-ia",
      "jsonUrl": "/insights/mesurer-impact-geo-visibilite-ia.json",
      "format": "data",
      "datePublished": "2025-11-29"
    },
    {
      "slug": "7-leviers-framework-geo",
      "jsonUrl": "/insights/7-leviers-framework-geo.json",
      "format": "tactical",
      "datePublished": "2025-11-24"
    },
    {
      "slug": "etre-visible-sur-ai-overviews",
      "jsonUrl": "/insights/etre-visible-sur-ai-overviews.json",
      "format": "tactical",
      "datePublished": "2025-11-22"
    },
    {
      "slug": "5-sources-pour-etre-cite-par-les-ia",
      "jsonUrl": "/insights/5-sources-pour-etre-cite-par-les-ia.json",
      "format": "data",
      "datePublished": "2025-11-20"
    }
  ],
  "totalArticles": 34,
  "snapshotForm": {
    "title": "Demander un Snapshot Answer Share",
    "description": "Diagnostic personnalisé de votre visibilité IA vs vos concurrents."
  }
}