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                "level": 3,
                "text": "Échecs de citation IA"
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                "level": 3,
                "text": "Le site n'apparaît pas dans les résultats IA"
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            {
                "level": 2,
                "text": "Comment fonctionnent les guides de diagnostic"
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                "text": "Sources"
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            {
                "level": 3,
                "text": "LLM Compute Leak"
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                "text": "AI Agent Optimization"
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        "markdown": "---\ntitle: AI Search Diagnostics: Identifying Retrieval and Citation Failures\ndescription: Diagnostic frameworks for sites visible in traditional search but absent from AI answers, covering retrieval gaps, structural blockers, and citation suppression patterns.\norganization: Neural Command LLC\ncanonical: https://nrlc.ai/fr/ai-search-diagnostics/\nentityId: page:diagnostics-hub\ncanonicalId: https://nrlc.ai/fr/ai-search-diagnostics/#webpage\npageRole: DIAGNOSTICS_HUB\ndateModified: 2026-08-24\nlastReviewed: 2026-08-24\n---\n\nLes gens ne cherchent pas les « meilleures pratiques » quand quelque chose casse. Ils cherchent des symptômes. Ces guides relient symptômes, modes de défaillance et solutions.\n\nChaque symptôme de diagnostic se rattache aux traces de décision en recherche générative. Pour le cadre d\\'intelligence sur les écarts de récupération, voir LLM Compute Leak. Pour les chemins de remédiation prêts pour les agents, voir AI Agent Optimization.\n\nChaque guide suit une approche par symptôme :\n\n- Ce que fait le système : comportement observable indiquant le problème\n- Pourquoi le symptôme apparaît : cause racine liée à la mécanique de récupération\n- Mode de défaillance correspondant : motifs d\\'échec dans le système GEO\n- Étapes de diagnostic : comment vérifier la cause\n- Voie de mitigation : comment résoudre le problème\nCes guides mènent directement aux modes de défaillance GEO pour la mécanique détaillée.\n\nReferences\n\n## Sources\n\n- How Google Search Works — Google Search Central\n\n\n---\n\nSource: https://nrlc.ai/fr/ai-search-diagnostics/\nPublisher: Neural Command LLC\nLicense: Editorial use with attribution\n"
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