{"okf_version":"1.0","generated_at":"2026-09-14T02:17:03.950Z","publisher":{"name":"HBS MANAGEMENT SARL AU","brand":"mention.ma","url":"https://www.mention.ma","email":"contact@mention.ma","location":"Marrakech, Maroc","sameAs":["https://www.linkedin.com/company/mention-ma/","https://www.youtube.com/@Mention-ma","https://x.com/mention_ma","https://www.instagram.com/mention.ma"]},"open_knowledge_format":{"specification":"OKF 1.0 — Open Knowledge Format for AI systems","language":"fr-FR","primary_domain":"Generative Engine Optimization (GEO)"},"ai_knowledge_bundle":{"glossary":[{"id":"geo","term":"GEO (Generative Engine Optimization)","description":"Optimisation pour les moteurs de réponse génératifs (ChatGPT, Gemini, Perplexity, Claude). Objectif : être cité, recommandé ou mentionné dans les réponses IA.","aliases":["Generative Engine Optimization","optimisation moteurs génératifs"],"relatedTopics":["aeo","ai-seo","citation-ia"]},{"id":"aeo","term":"AEO (Answer Engine Optimization)","description":"Optimisation orientée moteurs de réponse IA qui synthétisent une réponse unique plutôt qu'une liste de liens.","aliases":["Answer Engine Optimization"],"relatedTopics":["geo","ai-seo"]},{"id":"ai-seo","term":"AI SEO","description":"SEO adapté aux crawlers et systèmes de recherche basés sur l'intelligence artificielle, distinct du SEO classique Google/Bing.","relatedTopics":["geo","llms-txt"]},{"id":"visibilite-ia","term":"Visibilité IA","description":"Mesure de la présence d'une marque ou organisation dans les réponses des assistants conversationnels et moteurs IA.","relatedTopics":["geo","citation-ia","part-de-voix-ia"]},{"id":"citation-ia","term":"Citation IA","description":"Mention d'une marque, entreprise ou source dans une réponse générée par un LLM, souvent avec lien vers la source.","relatedTopics":["visibilite-ia","geo"]},{"id":"llms-txt","term":"LLMs.txt","description":"Fichier standard émergent (similaire à robots.txt) indiquant aux crawlers IA quelles pages indexer et comment interpréter le site.","aliases":["llms.txt"],"relatedTopics":["ai-seo","geo"]},{"id":"llm","term":"LLM (Large Language Model)","description":"Modèle de langage à grande échelle (GPT, Gemini, Claude, Llama, Mistral, Qwen, DeepSeek, Grok) alimentant les assistants IA.","relatedTopics":["geo","visibilite-ia"]},{"id":"part-de-voix-ia","term":"Part de voix IA","description":"Proportion des mentions d'une marque par rapport à ses concurrents dans les réponses générées par les IA sur un même sujet.","relatedTopics":["visibilite-ia","geo"]},{"id":"gptbot","term":"GPTBot","description":"Crawler OpenAI utilisé pour collecter des données et entraîner les modèles GPT.","relatedTopics":["llms-txt","ai-seo"]},{"id":"claudebot","term":"ClaudeBot","description":"Crawler Anthropic utilisé pour l'entraînement et l'indexation liés au modèle Claude.","relatedTopics":["llms-txt","ai-seo"]},{"id":"google-extended","term":"Google-Extended","description":"Crawler Google pour l'entraînement des modèles IA génératifs, distinct de Googlebot (indexation web classique).","relatedTopics":["llms-txt","ai-seo"]},{"id":"perplexitybot","term":"PerplexityBot","description":"Crawler Perplexity AI pour indexer le web et améliorer les réponses conversationnelles.","relatedTopics":["llms-txt","ai-seo"]},{"id":"indice-ia","term":"Indice de visibilité IA","description":"Classement hebdomadaire mention.ma des marques recommandées par ChatGPT au Maroc, par catégorie.","relatedTopics":["visibilite-ia","geo"]}],"faq_url":"https://www.mention.ma/faq","pages":[{"path":"/","title":"Accueil — Plateforme GEO mention.ma","description":"Mesurez et améliorez la visibilité de votre marque dans ChatGPT, Gemini, Perplexity et 12+ IA.","topics":["geo","visibilite-ia","plateforme"],"priority":"critical","url":"https://www.mention.ma/"},{"path":"/tarifs","title":"Tarifs mention.ma","description":"Formules et abonnements pour suivre la visibilité IA de votre marque.","topics":["geo","tarifs"],"priority":"high","url":"https://www.mention.ma/tarifs"},{"path":"/classement-ai","title":"Indice des marques recommandées par l'IA","description":"Classement hebdomadaire des marques les plus recommandées par ChatGPT au Maroc, par catégorie.","topics":["indice-ia","dataset","visibilite-ia"],"priority":"critical","url":"https://www.mention.ma/classement-ai"},{"path":"/benchmark","title":"Benchmark des modèles IA","description":"Comparatif des modèles IA selon leur popularité, leurs performances, leur prix et leur fenêtre de contexte.","topics":["benchmark-ia","dataset","ai-seo","geo"],"priority":"critical","url":"https://www.mention.ma/benchmark"},{"path":"/arena","title":"Arena visibilité IA","description":"Comparez deux marques et testez vos intuitions sur la visibilité IA.","topics":["indice-ia","visibilite-ia"],"priority":"medium","url":"https://www.mention.ma/arena"},{"path":"/organizations","title":"Mention.ma ORG — Veille IA institutions","description":"Plateforme pour organismes publics : surveiller et analyser les réponses des IA sur l'opinion publique.","topics":["geo","institutions","secteur-public"],"priority":"high","url":"https://www.mention.ma/organizations"},{"path":"/outils-gratuits","title":"Outils gratuits GEO et AI SEO","description":"Suite gratuite : audit AI SEO, générateurs llms.txt, robots.txt, Schema.org et plus.","topics":["geo","ai-seo","outils"],"priority":"critical","url":"https://www.mention.ma/outils-gratuits"},{"path":"/blog","title":"Blog GEO et visibilité IA","description":"Articles sur la GEO, la visibilité IA et l'optimisation pour les moteurs génératifs.","topics":["geo","contenu","blog"],"priority":"high","url":"https://www.mention.ma/blog"},{"path":"/publications","title":"Publications et recherches mention.ma","description":"Études, rapports et analyses sur l'IA, le GEO et l'adoption des agents IA.","topics":["geo","recherche","publications"],"priority":"high","url":"https://www.mention.ma/publications"},{"path":"/faq","title":"FAQ mention.ma","description":"Questions fréquentes sur la GEO, la plateforme, les agents et la visibilité IA.","topics":["geo","faq","support"],"priority":"high","url":"https://www.mention.ma/faq"},{"path":"/fonctionnalites","title":"Fonctionnalités mention.ma","description":"Insights IA, GEO Chat, Socials monitoring, analyse concurrentielle, agents, Content Studio, indice public et outils gratuits.","topics":["geo","plateforme","fonctionnalites"],"priority":"high","url":"https://www.mention.ma/fonctionnalites"}],"entities_count":152,"research_count":12,"blog_count":15},"entity_registry":{"url":"https://www.mention.ma/entity.json","count":152},"entity_graph":{"description":"Graphe d'entités liées par catégorie et territoire.","nodes":[{"id":"rs78fwssrd4ska3y8gaaegfsph8bz3g3","label":"Saham Bank","category":"banques","country":"morocco"},{"id":"rs756f3qktkgbvkkkp30cv390d8bzncp","label":"Bank of Africa","category":"banques","country":"morocco"},{"id":"rs7e6qpq9dsdqpp1nwjwpc4hrh8bz4m7","label":"MAMDA-MCMA","category":"compagnies-assurance","country":"morocco"},{"id":"rs7demhxwg5ggjejpfd8feawks8byrjr","label":"Sanlam Maroc","category":"compagnies-assurance","country":"morocco"},{"id":"rs7b5p7h10gz8y7zn6cryv51bs8byvgh","label":"MATU","category":"compagnies-assurance","country":"morocco"},{"id":"rs735nde09q4t4sxy2nct9t0f18byasb","label":"BMCI","category":"credit-consommation","country":"morocco"},{"id":"rs7a1njqnyympvn552b8tvnrrx8bzwps","label":"Salafin","category":"credit-consommation","country":"morocco"},{"id":"rs7fzvc7t2af0qked43ddj7xt58bz4ed","label":"M2T","category":"etablissements-paiement","country":"morocco"},{"id":"rs785cyx9gvfpyz6pyec2tgfx98bz2pb","label":"Orange Money","category":"etablissements-paiement","country":"morocco"},{"id":"rs7csmnzafn9xrp3ejrrxcyd518bypwq","label":"Dirham Express","category":"etablissements-paiement","country":"morocco"},{"id":"rs7f43af0dp8pe28rm45s2rxan8by4a8","label":"Atacadão","category":"supermarches-hypermarches","country":"morocco"},{"id":"rs7ddb7zb4w43d8zr8chh8xh398bzaw8","label":"Kazyon","category":"supermarches-hypermarches","country":"morocco"},{"id":"rs7a10wyv0xhm7q8kk3h57ean58bz779","label":"Marjane Market","category":"supermarches-hypermarches","country":"morocco"},{"id":"rs7cgp24kttramyygxkeyasfg18byhpd","label":"Carrefour","category":"supermarches-hypermarches","country":"morocco"},{"id":"rs70zgtzsk4pv26ehnqcww7zhd8byvrr","label":"Aswak Assalam","category":"supermarches-hypermarches","country":"morocco"},{"id":"rs7bgj8ycyvj711s7ephdfhx2d8byk2q","label":"BIM","category":"supermarches-hypermarches","country":"morocco"},{"id":"rs7ctwb6kfqdtvq7t209vwfyjx8bzxcd","label":"Groupe LabelVie","category":"supermarches-hypermarches","country":"morocco"},{"id":"rs763zmjspt6tjf7z954fgs2b58bzyya","label":"Winxo","category":"stations-service","country":"morocco"},{"id":"rs72t32t4w5g9jhyyw3mw6bez18bzfw0","label":"Université Euromed de Fès","category":"universites-privees","country":"morocco"},{"id":"rs7f3zw1cp8cw2c33zdssbjvzx8bz0d4","label":"Attijariwafa bank","category":"banques","country":"morocco"},{"id":"rs76006q6aa672vt91zv1racd98bz5jt","label":"Banque Populaire","category":"banques","country":"morocco"},{"id":"rs743rp0v3jqhsqyranx71cws58byj90","label":"CIH Bank","category":"banques","country":"morocco"},{"id":"rs70bc15nx8czwgv4sqdb9vtfn8bzqz0","label":"Crédit Agricole du Maroc","category":"banques","country":"morocco"},{"id":"rs7dgkbvqp0dvzft1h87dpg79n8bzn4k","label":"Crédit du Maroc","category":"banques","country":"morocco"},{"id":"rs76mvt5ndwqfvkb44bd22q0b98bz09f","label":"Al Barid Bank","category":"banques","country":"morocco"},{"id":"rs7a62we1zca5ga145m2khxrgn8bz876","label":"BMCI","category":"banques","country":"morocco"},{"id":"rs7atzhgcp6mbpkjfbnqs3ktjd8byz8h","label":"Umnia Bank","category":"banques","country":"morocco"},{"id":"rs78d6mn2s5gyhw0ra56j2hnb18bypzc","label":"Bank Assafa","category":"banques","country":"morocco"},{"id":"rs7a8373d4rfxnk8zq3tvdmjkh8bzr3b","label":"Wafasalaf","category":"credit-consommation","country":"morocco"},{"id":"rs71sv8h80gqxxx5k3fqd6581s8bzwrj","label":"Eqdom","category":"credit-consommation","country":"morocco"},{"id":"rs729ndqc52cjvvwmmtf4g9mfx8bztvt","label":"Sofac","category":"credit-consommation","country":"morocco"},{"id":"rs79qmj6d0csfkngcnzk7y4gjx8bz8h8","label":"Acred","category":"credit-consommation","country":"morocco"},{"id":"rs7bnr99f63kfdz06ffpmmsbe18by7sa","label":"Wafa Assurance","category":"compagnies-assurance","country":"morocco"},{"id":"rs733a2psknyrerph7drqzghch8bza4t","label":"RMA","category":"compagnies-assurance","country":"morocco"},{"id":"rs711qtrg2kg69v3b2cadbhbfs8by2s8","label":"AtlantaSanad Assurance","category":"compagnies-assurance","country":"morocco"},{"id":"rs79zd9gjy3f732cjf70rjthzs8bz5k3","label":"AXA Assurance Maroc","category":"compagnies-assurance","country":"morocco"},{"id":"rs798bbd133rmyf8q2m0p8ndhx8bzn43","label":"CAT Assurance","category":"compagnies-assurance","country":"morocco"},{"id":"rs7068svekat6s8r73c2q7xhks8by5qy","label":"Wafacash","category":"etablissements-paiement","country":"morocco"},{"id":"rs7cgjc28sevb9f45re4b9fj858bzzgs","label":"Cash Plus","category":"etablissements-paiement","country":"morocco"},{"id":"rs72dm87d768vdd7wkcrah752d8bzfdd","label":"Barid Cash","category":"etablissements-paiement","country":"morocco"},{"id":"rs7566xwhaw5vgvthk08t1etb98byewc","label":"Damane Cash","category":"etablissements-paiement","country":"morocco"},{"id":"rs7bx0y4m8214mhaszhgshrp0x8bzzq1","label":"Centre Monétique Interbancaire","category":"etablissements-paiement","country":"morocco"},{"id":"rs72xrch59n7cbdcxtjakw39zs8bye50","label":"NAPS","category":"etablissements-paiement","country":"morocco"},{"id":"rs771bg146ggkdq2z3sjr1y6h58by4n6","label":"inwi money","category":"etablissements-paiement","country":"morocco"},{"id":"rs7ekj56tv9kdsh8y8bj3f6kw98by0q2","label":"Toyota","category":"marques-automobiles","country":"morocco"},{"id":"rs74y2qf1tqkphfbhwymr6ytyn8bz59j","label":"Dacia","category":"marques-automobiles","country":"morocco"},{"id":"rs7cqnj3q0r7bmvcv20ahyh8ts8bz6st","label":"Renault","category":"marques-automobiles","country":"morocco"},{"id":"rs77c10989tnswmabqcc7hn10s8bz6m1","label":"Hyundai","category":"marques-automobiles","country":"morocco"},{"id":"rs7bwn5xcn41we02fqh1q4h1en8bz68x","label":"Kia","category":"marques-automobiles","country":"morocco"},{"id":"rs76g9yayhfd3rx62d83pta0ps8by992","label":"Peugeot","category":"marques-automobiles","country":"morocco"},{"id":"rs75qg0tfq4mzghjrrm5s4avx18bzzxy","label":"Volkswagen","category":"marques-automobiles","country":"morocco"},{"id":"rs7c2833bas49z5wxygqm43mz18bzxf0","label":"Mercedes-Benz","category":"marques-automobiles","country":"morocco"},{"id":"rs7c2zddc9bshcg4h0dk5ncpxs8bygvm","label":"BMW","category":"marques-automobiles","country":"morocco"},{"id":"rs7afdpejsfhdysf2gm84v4gad8bz439","label":"Citroën","category":"marques-automobiles","country":"morocco"},{"id":"rs7e1xg66hyzek5h03tv786t818by1nj","label":"Afriquia","category":"stations-service","country":"morocco"},{"id":"rs797kr4q58v4g8tptc8w010j98bybnf","label":"TotalEnergies","category":"stations-service","country":"morocco"},{"id":"rs793dp378xpj5xrbj6p6e7te18bzj6h","label":"Shell","category":"stations-service","country":"morocco"},{"id":"rs7dwdtknwgva5a9c54ptvavdx8bzf14","label":"Petrom","category":"stations-service","country":"morocco"},{"id":"rs77y4fbjznpsj34pz8wg7qygx8bzasb","label":"Ola Energy","category":"stations-service","country":"morocco"},{"id":"rs77cmjh6g6844n5akynxstr598bzkc0","label":"Ziz","category":"stations-service","country":"morocco"},{"id":"rs764bx5e7hpmedg89r1sj06s58bysew","label":"Royal Air Maroc","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs7etebx7wdc7ceqasg9qgksas8byk2x","label":"Qatar Airways","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs74p81wbwy47p746wzmjgxatx8bzszc","label":"Emirates","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs74dw384parq64d8rt0jrz7ms8bz7n3","label":"Turkish Airlines","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs7b5gs8zh703swnjy1c1m697n8bydn9","label":"Air France","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs74352sapkqykmtfct4r2wcf18bzfqy","label":"Iberia","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs79fwqrkx7g6xhtn3grync4jh8bzjkb","label":"Air Arabia Maroc","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs714ftctr6yx678rptwdzjpcn8by2kt","label":"Lufthansa","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs74yfpn5xms3q6dt6mccvqgg58byx9n","label":"Transavia","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs7fqnvv9vnfn116abvgh5r4n98bzrh8","label":"Ryanair","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs77b0s277mvk4tx9xedc87fvn8byx8c","label":"Jumia","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs70c6xbd55d70q7t7nd55hxfd8bze86","label":"Marjane Mall","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs7920dbhpbvq0rsansd307wgx8byxq8","label":"Avito","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs78v847dp2xgk5ez75h6mp71x8bz6pr","label":"Glovo","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs7dyrvwvvwqt23v0f9y3wqmfn8bzmgp","label":"Carrefour Maroc","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs71px25289781n1vqsa4mep858by3v0","label":"Decathlon Maroc","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs7e2553rb87zcfcpzkh60qcc98bythz","label":"Electroplanet","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs7f70yyw4b3jgprymcm4pckzx8bzz3q","label":"Bricoma","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs72k8hccn99q0yaxkcfm3zats8byhk2","label":"Hmizate","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs79qbey45je2xz57pw8yy51w18bz27h","label":"Bosch","category":"marques-electromenager","country":"morocco"},{"id":"rs7d6vrh1xs6h7k184jsn9ahsd8by7y5","label":"Samsung","category":"marques-electromenager","country":"morocco"},{"id":"rs72749rgtenzmpfpz7m9j89k98byt6a","label":"LG","category":"marques-electromenager","country":"morocco"},{"id":"rs754fx1gj400xe5mjqa9dfkf98bzcs8","label":"Beko","category":"marques-electromenager","country":"morocco"},{"id":"rs73g53s2ex2e27655hwsz3znx8byk1z","label":"Siemens","category":"marques-electromenager","country":"morocco"},{"id":"rs77svqpc41qj94xxx8tpnb30s8bzjp8","label":"Whirlpool","category":"marques-electromenager","country":"morocco"},{"id":"rs743t1ej3zh138vrkh93rh5j18bz3vg","label":"Brandt","category":"marques-electromenager","country":"morocco"},{"id":"rs75s167p022fw9pdd209m587d8bycn1","label":"Miele","category":"marques-electromenager","country":"morocco"},{"id":"rs7559htd3ms22pm42686q7ybn8bzyw7","label":"Haier","category":"marques-electromenager","country":"morocco"},{"id":"rs75t72syy0vhxcv5j82naa0ns8bycqj","label":"Ariston","category":"marques-electromenager","country":"morocco"},{"id":"rs7a78ppr03rwxk43aqzh3x78h8bza65","label":"Accor","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7cf0zhvk6fmr7q9m5enj0kd98bzqa9","label":"Marriott International","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7b7q9hceg12xkgw36n4vybpn8bzk0n","label":"Four Seasons Hotels and Resorts","category":"groupes-hoteliers","country":"morocco"},{"id":"rs78fwd2beybv9pb1hnd6qqpp58bzm0a","label":"Hilton","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7awcs4cpphx4fzrc93rmd62x8by1z6","label":"Hyatt","category":"groupes-hoteliers","country":"morocco"},{"id":"rs74d1wvrhmrm6778k1cbq5q6d8bzmq6","label":"Barceló Hotel Group","category":"groupes-hoteliers","country":"morocco"},{"id":"rs78gc54xcdzfepfj9wt0s4wbx8by3sw","label":"Radisson Hotel Group","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7avnqrkzzk0dx74d65tq3k6n8by6gg","label":"Iberostar Hotels & Resorts","category":"groupes-hoteliers","country":"morocco"},{"id":"rs70dyyakgaxnb25j1hkwxchs98bytws","label":"Royal Mansour","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7dzfajayf2nzqt39g3bsqm098bzcth","label":"Kenzi Hotels Group","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7d3q2qh5vth665d4ty3s3kpd8bzd97","label":"Genious Communications","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs73311y97bwfqk7qzs2evryr98bytdk","label":"Nindohost","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs75g5x5cv6yc8e1gnw40kv02d8bycab","label":"MTDS","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs78rqq8xaz109ykhr0xcngw9n8bzjtp","label":"ADK Media","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs71fr36azxemdf878svztnj3h8bzf35","label":"Heberjahiz","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs75bxbnzrq7sbjbrqcgkc64vs8byz62","label":"Arcanes Technologies","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs7a93dq3a91m8a8rt1symdcw18bzzvw","label":"OVHcloud","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs79q60rszxrdc4c7mph9x2k758bzy4c","label":"Hostinger","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs741dd8n80z05pmj60rf2ygkx8bzp4z","label":"GoDaddy","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs7dp0axcv3v58emkd94bma3r98bze2f","label":"Namecheap","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs71prjqe3f9a4ayh9z6menzsn8bz0f3","label":"Al Akhawayn University in Ifrane","category":"universites-privees","country":"morocco"},{"id":"rs7bxxf829w8mbf9ncc9352qad8byyke","label":"Université Internationale de Rabat","category":"universites-privees","country":"morocco"},{"id":"rs789rggnmyfp9f3hcf68cerr18bypxx","label":"Université Internationale de Casablanca","category":"universites-privees","country":"morocco"},{"id":"rs74p5914rjyrjf8r52z0jptvs8by101","label":"Université Mundiapolis","category":"universites-privees","country":"morocco"},{"id":"rs7esra00sc3z311nnmrgk3wqd8bz6y0","label":"Universiapolis – Université Internationale d’Agadir","category":"universites-privees","country":"morocco"},{"id":"rs7ayky2mtj4sd7s5mjcj9dp758byn17","label":"Université Privée de Marrakech","category":"universites-privees","country":"morocco"},{"id":"rs7fs6a9zwmsyyrnj0k31cx7gn8by7e1","label":"Université Privée de Fès","category":"universites-privees","country":"morocco"},{"id":"rs76vyq3gz5v506se8qmddptj18c7n96","label":"CFG Bank","category":"banques","country":"morocco"},{"id":"rs7fxf6femtq3fgw3bkbttd6r98c6cyp","label":"Škoda","category":"marques-automobiles","country":"morocco"},{"id":"rs798t2c00tcx0eb7bt2mjpekn8c7jkd","label":"La Marocaine Vie","category":"compagnies-assurance","country":"morocco"},{"id":"rs7c8v0r49nzsjjs9apfztw0a58c7k40","label":"Mandarin Oriental Hotel Group","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7f77m5s8avrm2akq3t6rg7hn8c6vrs","label":"TAP Air Portugal","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs769yeg1b0abk0bdk5pq1j17h8c6fvd","label":"Université Mohammed VI Polytechnique","category":"universites-privees","country":"morocco"},{"id":"rs7969s4701bnv5ysz20ey3ajn8c7d3z","label":"KITEA","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs753ejtk3zn5h7wqr83fphe9n8c73x0","label":"IKEA","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs70d919ebgpesvx2wkzhmhn6h8c6288","label":"Zara","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs772vrsa9z69kbbq1ebxq7x3s8c6nf1","label":"LC Waikiki","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs7eqz7pa9b8fg2x846edh1wen8c7y0c","label":"Carrefour","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs71yjfp5why22ybc8w5gg8zxs8c7kmy","label":"Siera","category":"marques-electromenager","country":"morocco"},{"id":"rs7dz3r0p0t22tnyq59p7v8q458c6nha","label":"Hisense","category":"marques-electromenager","country":"morocco"},{"id":"rs78gnw67wmmtnakc66zg6h2sn8c7p1s","label":"Midea","category":"marques-electromenager","country":"morocco"},{"id":"rs7dmcm0xkhs4wtpqkwrqq9t9s8c70m9","label":"Maroc Telecom","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs74qvq0dq4k06rhyt9rc6s2e98cn5tg","label":"Taamine Chaabi","category":"compagnies-assurance","country":"morocco"},{"id":"rs729bsx0920p80nd952z7xvsd8cnk7k","label":"MT Cash","category":"etablissements-paiement","country":"morocco"},{"id":"rs710afkxb3g56vngmypeshm998cmamn","label":"Pickalbatros Hotels","category":"groupes-hoteliers","country":"morocco"},{"id":"rs77fkvqstfp11by077xty1xes8cn4ye","label":"Tikida Hotels","category":"groupes-hoteliers","country":"morocco"},{"id":"rs74s3rmyag41nm9dmhb2zh5b18cn282","label":"easyJet","category":"compagnies-aeriennes","country":"morocco"},{"id":"rs7c9va2rsrgf5t4x4t637t65x8cnk7e","label":"IONOS","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs791rbmqwev3bvbr7j1dkbpt98cn2k5","label":"Cloudflare","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs708mz6e05wdejhq3nt3bm7qx8cnvxt","label":"SHEIN","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs7f5mfkh09yvwfkdgpzdzv9n18d3xgt","label":"Attijariwafa bank","category":"credit-consommation","country":"morocco"},{"id":"rs7dgts7g7h49aqy1h1n54zvgs8d38wk","label":"CIH Bank","category":"credit-consommation","country":"morocco"},{"id":"rs7a35jb7hwhr3qcvrcdr0n80h8d20ns","label":"Crédit du Maroc","category":"credit-consommation","country":"morocco"},{"id":"rs75h3jz1kw3r3yc5ytfv76x8s8d2d65","label":"Green Oil","category":"stations-service","country":"morocco"},{"id":"rs7dh2scz1n5rf4tx9edakk3ch8d327e","label":"IHG Hotels & Resorts","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7835zenzs7hzvhzf67ec99vn8d2e9g","label":"ONOMO Hotels","category":"groupes-hoteliers","country":"morocco"},{"id":"rs772t07z8g1xqb5g0chdjg8t98d3rkv","label":"AliExpress","category":"plateformes-ecommerce","country":"morocco"},{"id":"rs702t9ngze6z5brrm8gx5pg2n8d24g2","label":"Candy","category":"marques-electromenager","country":"morocco"},{"id":"rs70es5pr67w6n8fv6y191nvb98d24c2","label":"Gandi","category":"fournisseurs-noms-domaine","country":"morocco"},{"id":"rs785vvpf7xk9egtnx007ceevd8dhtr2","label":"Nissan","category":"marques-automobiles","country":"morocco"},{"id":"rs7464trq46dff5kgt1vdevnmx8dh2zx","label":"Minor Hotels","category":"groupes-hoteliers","country":"morocco"},{"id":"rs7dnnk8bkrqmp0a0jvp85ns6n8dz9yx","label":"Assalaf Chaabi","category":"credit-consommation","country":"morocco"},{"id":"rs7b261m5jmf058b3enw2c1s2d8dy9x2","label":"Etihad Airways","category":"compagnies-aeriennes","country":"morocco"}],"edges":[{"from":"banques","to":"rs78fwssrd4ska3y8gaaegfsph8bz3g3","relation":"category_member"},{"from":"banques","to":"rs756f3qktkgbvkkkp30cv390d8bzncp","relation":"category_member"},{"from":"compagnies-assurance","to":"rs7e6qpq9dsdqpp1nwjwpc4hrh8bz4m7","relation":"category_member"},{"from":"compagnies-assurance","to":"rs7demhxwg5ggjejpfd8feawks8byrjr","relation":"category_member"},{"from":"compagnies-assurance","to":"rs7b5p7h10gz8y7zn6cryv51bs8byvgh","relation":"category_member"},{"from":"credit-consommation","to":"rs735nde09q4t4sxy2nct9t0f18byasb","relation":"category_member"},{"from":"credit-consommation","to":"rs7a1njqnyympvn552b8tvnrrx8bzwps","relation":"category_member"},{"from":"etablissements-paiement","to":"rs7fzvc7t2af0qked43ddj7xt58bz4ed","relation":"category_member"},{"from":"etablissements-paiement","to":"rs785cyx9gvfpyz6pyec2tgfx98bz2pb","relation":"category_member"},{"from":"etablissements-paiement","to":"rs7csmnzafn9xrp3ejrrxcyd518bypwq","relation":"category_member"},{"from":"supermarches-hypermarches","to":"rs7f43af0dp8pe28rm45s2rxan8by4a8","relation":"category_member"},{"from":"supermarches-hypermarches","to":"rs7ddb7zb4w43d8zr8chh8xh398bzaw8","relation":"category_member"},{"from":"supermarches-hypermarches","to":"rs7a10wyv0xhm7q8kk3h57ean58bz779","relation":"category_member"},{"from":"supermarches-hypermarches","to":"rs7cgp24kttramyygxkeyasfg18byhpd","relation":"category_member"},{"from":"supermarches-hypermarches","to":"rs70zgtzsk4pv26ehnqcww7zhd8byvrr","relation":"category_member"},{"from":"supermarches-hypermarches","to":"rs7bgj8ycyvj711s7ephdfhx2d8byk2q","relation":"category_member"},{"from":"supermarches-hypermarches","to":"rs7ctwb6kfqdtvq7t209vwfyjx8bzxcd","relation":"category_member"},{"from":"stations-service","to":"rs763zmjspt6tjf7z954fgs2b58bzyya","relation":"category_member"},{"from":"universites-privees","to":"rs72t32t4w5g9jhyyw3mw6bez18bzfw0","relation":"category_member"},{"from":"banques","to":"rs7f3zw1cp8cw2c33zdssbjvzx8bz0d4","relation":"category_member"},{"from":"banques","to":"rs76006q6aa672vt91zv1racd98bz5jt","relation":"category_member"},{"from":"banques","to":"rs743rp0v3jqhsqyranx71cws58byj90","relation":"category_member"},{"from":"banques","to":"rs70bc15nx8czwgv4sqdb9vtfn8bzqz0","relation":"category_member"},{"from":"banques","to":"rs7dgkbvqp0dvzft1h87dpg79n8bzn4k","relation":"category_member"},{"from":"banques","to":"rs76mvt5ndwqfvkb44bd22q0b98bz09f","relation":"category_member"},{"from":"banques","to":"rs7a62we1zca5ga145m2khxrgn8bz876","relation":"category_member"},{"from":"banques","to":"rs7atzhgcp6mbpkjfbnqs3ktjd8byz8h","relation":"category_member"},{"from":"banques","to":"rs78d6mn2s5gyhw0ra56j2hnb18bypzc","relation":"category_member"},{"from":"credit-consommation","to":"rs7a8373d4rfxnk8zq3tvdmjkh8bzr3b","relation":"category_member"},{"from":"credit-consommation","to":"rs71sv8h80gqxxx5k3fqd6581s8bzwrj","relation":"category_member"},{"from":"credit-consommation","to":"rs729ndqc52cjvvwmmtf4g9mfx8bztvt","relation":"category_member"},{"from":"credit-consommation","to":"rs79qmj6d0csfkngcnzk7y4gjx8bz8h8","relation":"category_member"},{"from":"compagnies-assurance","to":"rs7bnr99f63kfdz06ffpmmsbe18by7sa","relation":"category_member"},{"from":"compagnies-assurance","to":"rs733a2psknyrerph7drqzghch8bza4t","relation":"category_member"},{"from":"compagnies-assurance","to":"rs711qtrg2kg69v3b2cadbhbfs8by2s8","relation":"category_member"},{"from":"compagnies-assurance","to":"rs79zd9gjy3f732cjf70rjthzs8bz5k3","relation":"category_member"},{"from":"compagnies-assurance","to":"rs798bbd133rmyf8q2m0p8ndhx8bzn43","relation":"category_member"},{"from":"etablissements-paiement","to":"rs7068svekat6s8r73c2q7xhks8by5qy","relation":"category_member"},{"from":"etablissements-paiement","to":"rs7cgjc28sevb9f45re4b9fj858bzzgs","relation":"category_member"},{"from":"etablissements-paiement","to":"rs72dm87d768vdd7wkcrah752d8bzfdd","relation":"category_member"},{"from":"etablissements-paiement","to":"rs7566xwhaw5vgvthk08t1etb98byewc","relation":"category_member"},{"from":"etablissements-paiement","to":"rs7bx0y4m8214mhaszhgshrp0x8bzzq1","relation":"category_member"},{"from":"etablissements-paiement","to":"rs72xrch59n7cbdcxtjakw39zs8bye50","relation":"category_member"},{"from":"etablissements-paiement","to":"rs771bg146ggkdq2z3sjr1y6h58by4n6","relation":"category_member"},{"from":"marques-automobiles","to":"rs7ekj56tv9kdsh8y8bj3f6kw98by0q2","relation":"category_member"},{"from":"marques-automobiles","to":"rs74y2qf1tqkphfbhwymr6ytyn8bz59j","relation":"category_member"},{"from":"marques-automobiles","to":"rs7cqnj3q0r7bmvcv20ahyh8ts8bz6st","relation":"category_member"},{"from":"marques-automobiles","to":"rs77c10989tnswmabqcc7hn10s8bz6m1","relation":"category_member"},{"from":"marques-automobiles","to":"rs7bwn5xcn41we02fqh1q4h1en8bz68x","relation":"category_member"},{"from":"marques-automobiles","to":"rs76g9yayhfd3rx62d83pta0ps8by992","relation":"category_member"},{"from":"marques-automobiles","to":"rs75qg0tfq4mzghjrrm5s4avx18bzzxy","relation":"category_member"},{"from":"marques-automobiles","to":"rs7c2833bas49z5wxygqm43mz18bzxf0","relation":"category_member"},{"from":"marques-automobiles","to":"rs7c2zddc9bshcg4h0dk5ncpxs8bygvm","relation":"category_member"},{"from":"marques-automobiles","to":"rs7afdpejsfhdysf2gm84v4gad8bz439","relation":"category_member"},{"from":"stations-service","to":"rs7e1xg66hyzek5h03tv786t818by1nj","relation":"category_member"},{"from":"stations-service","to":"rs797kr4q58v4g8tptc8w010j98bybnf","relation":"category_member"},{"from":"stations-service","to":"rs793dp378xpj5xrbj6p6e7te18bzj6h","relation":"category_member"},{"from":"stations-service","to":"rs7dwdtknwgva5a9c54ptvavdx8bzf14","relation":"category_member"},{"from":"stations-service","to":"rs77y4fbjznpsj34pz8wg7qygx8bzasb","relation":"category_member"},{"from":"stations-service","to":"rs77cmjh6g6844n5akynxstr598bzkc0","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs764bx5e7hpmedg89r1sj06s58bysew","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs7etebx7wdc7ceqasg9qgksas8byk2x","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs74p81wbwy47p746wzmjgxatx8bzszc","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs74dw384parq64d8rt0jrz7ms8bz7n3","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs7b5gs8zh703swnjy1c1m697n8bydn9","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs74352sapkqykmtfct4r2wcf18bzfqy","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs79fwqrkx7g6xhtn3grync4jh8bzjkb","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs714ftctr6yx678rptwdzjpcn8by2kt","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs74yfpn5xms3q6dt6mccvqgg58byx9n","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs7fqnvv9vnfn116abvgh5r4n98bzrh8","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs77b0s277mvk4tx9xedc87fvn8byx8c","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs70c6xbd55d70q7t7nd55hxfd8bze86","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs7920dbhpbvq0rsansd307wgx8byxq8","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs78v847dp2xgk5ez75h6mp71x8bz6pr","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs7dyrvwvvwqt23v0f9y3wqmfn8bzmgp","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs71px25289781n1vqsa4mep858by3v0","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs7e2553rb87zcfcpzkh60qcc98bythz","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs7f70yyw4b3jgprymcm4pckzx8bzz3q","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs72k8hccn99q0yaxkcfm3zats8byhk2","relation":"category_member"},{"from":"marques-electromenager","to":"rs79qbey45je2xz57pw8yy51w18bz27h","relation":"category_member"},{"from":"marques-electromenager","to":"rs7d6vrh1xs6h7k184jsn9ahsd8by7y5","relation":"category_member"},{"from":"marques-electromenager","to":"rs72749rgtenzmpfpz7m9j89k98byt6a","relation":"category_member"},{"from":"marques-electromenager","to":"rs754fx1gj400xe5mjqa9dfkf98bzcs8","relation":"category_member"},{"from":"marques-electromenager","to":"rs73g53s2ex2e27655hwsz3znx8byk1z","relation":"category_member"},{"from":"marques-electromenager","to":"rs77svqpc41qj94xxx8tpnb30s8bzjp8","relation":"category_member"},{"from":"marques-electromenager","to":"rs743t1ej3zh138vrkh93rh5j18bz3vg","relation":"category_member"},{"from":"marques-electromenager","to":"rs75s167p022fw9pdd209m587d8bycn1","relation":"category_member"},{"from":"marques-electromenager","to":"rs7559htd3ms22pm42686q7ybn8bzyw7","relation":"category_member"},{"from":"marques-electromenager","to":"rs75t72syy0vhxcv5j82naa0ns8bycqj","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7a78ppr03rwxk43aqzh3x78h8bza65","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7cf0zhvk6fmr7q9m5enj0kd98bzqa9","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7b7q9hceg12xkgw36n4vybpn8bzk0n","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs78fwd2beybv9pb1hnd6qqpp58bzm0a","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7awcs4cpphx4fzrc93rmd62x8by1z6","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs74d1wvrhmrm6778k1cbq5q6d8bzmq6","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs78gc54xcdzfepfj9wt0s4wbx8by3sw","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7avnqrkzzk0dx74d65tq3k6n8by6gg","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs70dyyakgaxnb25j1hkwxchs98bytws","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7dzfajayf2nzqt39g3bsqm098bzcth","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs7d3q2qh5vth665d4ty3s3kpd8bzd97","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs73311y97bwfqk7qzs2evryr98bytdk","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs75g5x5cv6yc8e1gnw40kv02d8bycab","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs78rqq8xaz109ykhr0xcngw9n8bzjtp","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs71fr36azxemdf878svztnj3h8bzf35","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs75bxbnzrq7sbjbrqcgkc64vs8byz62","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs7a93dq3a91m8a8rt1symdcw18bzzvw","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs79q60rszxrdc4c7mph9x2k758bzy4c","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs741dd8n80z05pmj60rf2ygkx8bzp4z","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs7dp0axcv3v58emkd94bma3r98bze2f","relation":"category_member"},{"from":"universites-privees","to":"rs71prjqe3f9a4ayh9z6menzsn8bz0f3","relation":"category_member"},{"from":"universites-privees","to":"rs7bxxf829w8mbf9ncc9352qad8byyke","relation":"category_member"},{"from":"universites-privees","to":"rs789rggnmyfp9f3hcf68cerr18bypxx","relation":"category_member"},{"from":"universites-privees","to":"rs74p5914rjyrjf8r52z0jptvs8by101","relation":"category_member"},{"from":"universites-privees","to":"rs7esra00sc3z311nnmrgk3wqd8bz6y0","relation":"category_member"},{"from":"universites-privees","to":"rs7ayky2mtj4sd7s5mjcj9dp758byn17","relation":"category_member"},{"from":"universites-privees","to":"rs7fs6a9zwmsyyrnj0k31cx7gn8by7e1","relation":"category_member"},{"from":"banques","to":"rs76vyq3gz5v506se8qmddptj18c7n96","relation":"category_member"},{"from":"marques-automobiles","to":"rs7fxf6femtq3fgw3bkbttd6r98c6cyp","relation":"category_member"},{"from":"compagnies-assurance","to":"rs798t2c00tcx0eb7bt2mjpekn8c7jkd","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7c8v0r49nzsjjs9apfztw0a58c7k40","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs7f77m5s8avrm2akq3t6rg7hn8c6vrs","relation":"category_member"},{"from":"universites-privees","to":"rs769yeg1b0abk0bdk5pq1j17h8c6fvd","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs7969s4701bnv5ysz20ey3ajn8c7d3z","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs753ejtk3zn5h7wqr83fphe9n8c73x0","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs70d919ebgpesvx2wkzhmhn6h8c6288","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs772vrsa9z69kbbq1ebxq7x3s8c6nf1","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs7eqz7pa9b8fg2x846edh1wen8c7y0c","relation":"category_member"},{"from":"marques-electromenager","to":"rs71yjfp5why22ybc8w5gg8zxs8c7kmy","relation":"category_member"},{"from":"marques-electromenager","to":"rs7dz3r0p0t22tnyq59p7v8q458c6nha","relation":"category_member"},{"from":"marques-electromenager","to":"rs78gnw67wmmtnakc66zg6h2sn8c7p1s","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs7dmcm0xkhs4wtpqkwrqq9t9s8c70m9","relation":"category_member"},{"from":"compagnies-assurance","to":"rs74qvq0dq4k06rhyt9rc6s2e98cn5tg","relation":"category_member"},{"from":"etablissements-paiement","to":"rs729bsx0920p80nd952z7xvsd8cnk7k","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs710afkxb3g56vngmypeshm998cmamn","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs77fkvqstfp11by077xty1xes8cn4ye","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs74s3rmyag41nm9dmhb2zh5b18cn282","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs7c9va2rsrgf5t4x4t637t65x8cnk7e","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs791rbmqwev3bvbr7j1dkbpt98cn2k5","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs708mz6e05wdejhq3nt3bm7qx8cnvxt","relation":"category_member"},{"from":"credit-consommation","to":"rs7f5mfkh09yvwfkdgpzdzv9n18d3xgt","relation":"category_member"},{"from":"credit-consommation","to":"rs7dgts7g7h49aqy1h1n54zvgs8d38wk","relation":"category_member"},{"from":"credit-consommation","to":"rs7a35jb7hwhr3qcvrcdr0n80h8d20ns","relation":"category_member"},{"from":"stations-service","to":"rs75h3jz1kw3r3yc5ytfv76x8s8d2d65","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7dh2scz1n5rf4tx9edakk3ch8d327e","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7835zenzs7hzvhzf67ec99vn8d2e9g","relation":"category_member"},{"from":"plateformes-ecommerce","to":"rs772t07z8g1xqb5g0chdjg8t98d3rkv","relation":"category_member"},{"from":"marques-electromenager","to":"rs702t9ngze6z5brrm8gx5pg2n8d24g2","relation":"category_member"},{"from":"fournisseurs-noms-domaine","to":"rs70es5pr67w6n8fv6y191nvb98d24c2","relation":"category_member"},{"from":"marques-automobiles","to":"rs785vvpf7xk9egtnx007ceevd8dhtr2","relation":"category_member"},{"from":"groupes-hoteliers","to":"rs7464trq46dff5kgt1vdevnmx8dh2zx","relation":"category_member"},{"from":"credit-consommation","to":"rs7dnnk8bkrqmp0a0jvp85ns6n8dz9yx","relation":"category_member"},{"from":"compagnies-aeriennes","to":"rs7b261m5jmf058b3enw2c1s2d8dy9x2","relation":"category_member"}]},"knowledge_graph":{"nodes":176,"edges":16,"topics_url":"https://www.mention.ma/topics.json"},"concept_graph":[{"id":"geo","label":"GEO (Generative Engine Optimization)","description":"Optimisation pour les moteurs de réponse génératifs (ChatGPT, Gemini, Perplexity, Claude). Objectif : être cité, recommandé ou mentionné dans les réponses IA.","aliases":["Generative Engine Optimization","optimisation moteurs génératifs"],"related":["aeo","ai-seo","citation-ia"]},{"id":"aeo","label":"AEO (Answer Engine Optimization)","description":"Optimisation orientée moteurs de réponse IA qui synthétisent une réponse unique plutôt qu'une liste de liens.","aliases":["Answer Engine Optimization"],"related":["geo","ai-seo"]},{"id":"ai-seo","label":"AI SEO","description":"SEO adapté aux crawlers et systèmes de recherche basés sur l'intelligence artificielle, distinct du SEO classique Google/Bing.","aliases":[],"related":["geo","llms-txt"]},{"id":"visibilite-ia","label":"Visibilité IA","description":"Mesure de la présence d'une marque ou organisation dans les réponses des assistants conversationnels et moteurs IA.","aliases":[],"related":["geo","citation-ia","part-de-voix-ia"]},{"id":"citation-ia","label":"Citation IA","description":"Mention d'une marque, entreprise ou source dans une réponse générée par un LLM, souvent avec lien vers la source.","aliases":[],"related":["visibilite-ia","geo"]},{"id":"llms-txt","label":"LLMs.txt","description":"Fichier standard émergent (similaire à robots.txt) indiquant aux crawlers IA quelles pages indexer et comment interpréter le site.","aliases":["llms.txt"],"related":["ai-seo","geo"]},{"id":"llm","label":"LLM (Large Language Model)","description":"Modèle de langage à grande échelle (GPT, Gemini, Claude, Llama, Mistral, Qwen, DeepSeek, Grok) alimentant les assistants IA.","aliases":[],"related":["geo","visibilite-ia"]},{"id":"part-de-voix-ia","label":"Part de voix IA","description":"Proportion des mentions d'une marque par rapport à ses concurrents dans les réponses générées par les IA sur un même sujet.","aliases":[],"related":["visibilite-ia","geo"]},{"id":"gptbot","label":"GPTBot","description":"Crawler OpenAI utilisé pour collecter des données et entraîner les modèles GPT.","aliases":[],"related":["llms-txt","ai-seo"]},{"id":"claudebot","label":"ClaudeBot","description":"Crawler Anthropic utilisé pour l'entraînement et l'indexation liés au modèle Claude.","aliases":[],"related":["llms-txt","ai-seo"]},{"id":"google-extended","label":"Google-Extended","description":"Crawler Google pour l'entraînement des modèles IA génératifs, distinct de Googlebot (indexation web classique).","aliases":[],"related":["llms-txt","ai-seo"]},{"id":"perplexitybot","label":"PerplexityBot","description":"Crawler Perplexity AI pour indexer le web et améliorer les réponses conversationnelles.","aliases":[],"related":["llms-txt","ai-seo"]},{"id":"indice-ia","label":"Indice de visibilité IA","description":"Classement hebdomadaire mention.ma des marques recommandées par ChatGPT au Maroc, par catégorie.","aliases":[],"related":["visibilite-ia","geo"]}],"topic_graph":[{"id":"geo","label":"Generative Engine Optimization (GEO)","description":"Optimisation de la visibilité dans les moteurs de réponse IA.","pages":["https://www.mention.ma/","https://www.mention.ma/faq","https://www.mention.ma/fonctionnalites","https://www.mention.ma/outils-gratuits"],"related_topics":["visibilite-ia","ai-seo"],"entity_count":0},{"id":"visibilite-ia","label":"Visibilité IA","description":"Mesure et amélioration de la présence de marque dans les réponses LLM.","pages":["https://www.mention.ma/","https://www.mention.ma/classement-ai","https://www.mention.ma/arena","https://www.mention.ma/tarifs"],"related_topics":["geo","indice-ia"],"entity_count":0},{"id":"indice-ia","label":"Indice IA mention.ma","description":"Classement public des marques recommandées par les IA.","pages":["https://www.mention.ma/classement-ai","https://www.mention.ma/arena"],"related_topics":["visibilite-ia","dataset"],"entity_count":0},{"id":"ai-seo","label":"AI SEO","description":"Optimisation technique pour crawlers IA et citabilité machine.","pages":["https://www.mention.ma/outils-gratuits","https://www.mention.ma/blog","https://www.mention.ma/benchmark"],"related_topics":["geo","llms-txt","benchmark-ia"],"entity_count":0},{"id":"benchmark-ia","label":"Benchmark des modèles IA","description":"Comparaison des usages, performances, capacités et prix des modèles d'intelligence artificielle.","pages":["https://www.mention.ma/benchmark"],"related_topics":["geo","ai-seo","dataset"],"entity_count":0},{"id":"outils","label":"Outils gratuits GEO","description":"Audits, générateurs et analyseurs AI SEO gratuits.","pages":["https://www.mention.ma/outils-gratuits"],"related_topics":["geo","ai-seo"],"entity_count":0},{"id":"institutions","label":"Secteur public et institutions","description":"Veille IA pour gouvernements, collectivités et établissements publics.","pages":["https://www.mention.ma/organizations"],"related_topics":["geo","secteur-public"],"entity_count":0}],"sources":{"url":"https://www.mention.ma/sources.json","count":198},"machine_readable_documentation":{"llms_txt":"https://www.mention.ma/llms.txt","knowledge_json":"https://www.mention.ma/knowledge.json","schema_org":"embedded in HTML via JSON-LD"},"manifests":{"llms_txt":"https://www.mention.ma/llms.txt","sitemap":"https://www.mention.ma/sitemap.xml","robots":"https://www.mention.ma/robots.txt","security_txt":"https://www.mention.ma/.well-known/security.txt","knowledge":"https://www.mention.ma/knowledge.json","entities":"https://www.mention.ma/entity.json","topics":"https://www.mention.ma/topics.json","sources":"https://www.mention.ma/sources.json","okf":"https://www.mention.ma/.well-known/okf.json","ai_manifest":"https://www.mention.ma/.well-known/ai.json","llm_manifest":"https://www.mention.ma/.well-known/llm.json","agent_manifest":"https://www.mention.ma/.well-known/agent.json","resource_manifest":"https://www.mention.ma/.well-known/resources.json","discovery_manifest":"https://www.mention.ma/.well-known/ai-discovery.json"}}