{
    "schemaVersion": "1.0.0",
    "@context": "https://schema.org",
    "@type": "WebPage",
    "@id": "https://nrlc.ai/diagnostics/#webpage",
    "url": "https://nrlc.ai/diagnostics/",
    "name": "Search system diagnostics | NRLC.ai",
    "description": "Run an interactive search-system diagnostic, then read the symptom-first diagnostic guides.",
    "inLanguage": "en-US",
    "content": {
        "format": "text/markdown",
        "wordCount": 1074,
        "headings": [
            {
                "level": 2,
                "text": "Run the diagnostic"
            },
            {
                "level": 2,
                "text": "Seven examination domains"
            },
            {
                "level": 3,
                "text": "Discovery"
            },
            {
                "level": 3,
                "text": "Identity"
            },
            {
                "level": 3,
                "text": "Retrieval"
            },
            {
                "level": 3,
                "text": "Canonicality"
            },
            {
                "level": 3,
                "text": "Evidence"
            },
            {
                "level": 3,
                "text": "Representation"
            },
            {
                "level": 3,
                "text": "Publication integrity"
            },
            {
                "level": 2,
                "text": "Diagnostic observations"
            },
            {
                "level": 2,
                "text": "Evidence"
            },
            {
                "level": 2,
                "text": "Symptom guides"
            }
        ],
        "markdown": "---\ntitle: Search system diagnostics | NRLC.ai\ndescription: Run an interactive search-system diagnostic, then read the symptom-first diagnostic guides.\norganization: Neural Command LLC\ncanonical: https://nrlc.ai/diagnostics/\n---\n\nPublic examination\n\n## Run the diagnostic\n\nWe perform 17 observable checks. Results are reported as PASS, REVIEW, or FAIL with the public evidence used. There is no composite SEO or AI visibility score.\n\nDomain\n\nRun diagnostic\n\nPublic surfaces inspected: initial homepage HTML, robots.txt, the first declared sitemap, and homepage JSON-LD. The diagnostic does not query Google index status, rankings, traffic, or private analytics.\n\n- 01\n          DiscoveryCan search and retrieval systems reliably discover the site’s canonical resources?\n- 02\n          IdentityCan resources and accountable entities be identified and disambiguated consistently?\n- 03\n          RetrievalIs important information present in the initial document without depending on fragile execution paths?\n- 04\n          CanonicalityDoes the site consistently communicate which URL represents the examined resource?\n- 05\n          EvidenceCan responsibility and supporting information be inspected from the public resource?\n- 06\n          RepresentationDo HTML metadata and structured representations agree about identity and language?\n- 07\n          Publication integrityDo crawler, sitemap, canonical, and indexability signals avoid contradictory public states?\nInspect all 17 checks\n\n## Evidence\n\nMethod\n\nAI Search Diagnostics knowledge system\n\nDataset\n\nSix symptom-first diagnostic guides\n\nMethod\n\nSymptom → system behavior → failure mode → checks → mitigation, bound to GEO failure modes.\n\nAuthors\n\nJoel David Maldonado\n\nSources\n\ngoogle-search-how-search-works\n\nLast verified\n\n2026-08-24\n\nConfidence\n\noperational\n\nView resource\n            Methodology\n\n- AI citation failures\n- Site not showing in AI results\n- Traffic down, rankings stable\n- Not cited in AI Overviews\n- Indexed but not retrieved\n- Schema stopped working\n\n\n---\n\nSource: https://nrlc.ai/diagnostics/\nPublisher: Neural Command LLC\nLicense: Editorial use with attribution\n"
    },
    "structuredData": [
        {
            "@context": "https://schema.org",
            "@graph": [
                {
                    "@type": "Organization",
                    "@id": "https://nrlc.ai/#organization",
                    "name": "Neural Command, LLC",
                    "legalName": "Neural Command, LLC",
                    "alternateName": [
                        "NRLC.ai",
                        "Neural Command"
                    ],
                    "url": "https://nrlc.ai",
                    "telephone": "+1 844-568-4624",
                    "address": {
                        "@type": "PostalAddress",
                        "streetAddress": "1639 11th St suite 110-a",
                        "addressLocality": "Santa Monica",
                        "addressRegion": "CA",
                        "postalCode": "90404",
                        "addressCountry": "US"
                    },
                    "email": "contact@neuralcommandllc.com",
                    "logo": {
                        "@type": "ImageObject",
                        "@id": "https://nrlc.ai/#logo",
                        "url": "https://nrlc.ai/assets/images/nrlc-logo.png",
                        "width": 1024,
                        "height": 1024
                    },
                    "sameAs": [
                        "https://www.linkedin.com/company/neural-command/",
                        "https://www.crunchbase.com/organization/neural-command",
                        "https://g.co/kgs/EP6p5de"
                    ],
                    "description": "NRLC.ai designs semantic and knowledge architecture so organizations can be identified, related, evidenced, represented, and retrieved as reliable context for search engines, LLMs, agents, and other machine systems. Neural Command, LLC (NRLC.ai) structures identity, relationships, evidence, provenance, and machine-readable representations — Search Architecture, AI Discovery Systems, and Search Intelligence. SEO, GEO, and AI visibility remain capability modules, not the company definition.",
                    "knowsAbout": [
                        "Semantic architecture",
                        "Knowledge architecture",
                        "AI context engineering",
                        "Canonical evidence architecture",
                        "Entity systems",
                        "Provenance",
                        "Retrieval grounding",
                        "Machine-readable representation",
                        "Technical SEO",
                        "Structured data",
                        "AI search optimization",
                        "Generative engine optimization (GEO)",
                        "Answer engine optimization (AEO)",
                        "AI visibility and AI citation tracking"
                    ],
                    "contactPoint": [
                        {
                            "@type": "ContactPoint",
                            "telephone": "+1 844-568-4624",
                            "email": "contact@neuralcommandllc.com",
                            "contactType": "sales",
                            "url": "https://calendly.com/neuralcommand/30min",
                            "availableLanguage": [
                                "English"
                            ]
                        }
                    ]
                },
                {
                    "@type": "WebSite",
                    "@id": "https://nrlc.ai/#website",
                    "url": "https://nrlc.ai/",
                    "name": "NRLC.ai",
                    "alternateName": [
                        "Neural Command, LLC",
                        "Neural Command"
                    ],
                    "description": "NRLC.ai designs semantic and knowledge architecture so organizations can be identified, related, evidenced, represented, and retrieved as reliable context for search engines, LLMs, agents, and other machine systems. Neural Command, LLC (NRLC.ai) structures identity, relationships, evidence, provenance, and machine-readable representations — Search Architecture, AI Discovery Systems, and Search Intelligence. SEO, GEO, and AI visibility remain capability modules, not the company definition.",
                    "inLanguage": "en",
                    "publisher": {
                        "@type": "Organization",
                        "@id": "https://nrlc.ai/#organization"
                    }
                },
                {
                    "@type": "BreadcrumbList",
                    "itemListElement": [
                        {
                            "@type": "ListItem",
                            "position": 1,
                            "name": "Home",
                            "item": "https://nrlc.ai/"
                        }
                    ]
                },
                {
                    "@type": "WebPage",
                    "@id": "https://nrlc.ai/diagnostics/#webpage",
                    "url": "https://nrlc.ai/diagnostics/",
                    "name": "Search system diagnostics | NRLC.ai",
                    "description": "Run an interactive search-system diagnostic, then read the symptom-first diagnostic guides.",
                    "inLanguage": "en-US",
                    "isPartOf": {
                        "@id": "https://nrlc.ai/#website"
                    },
                    "publisher": {
                        "@id": "https://nrlc.ai/#organization"
                    }
                }
            ]
        }
    ],
    "internalLinks": [
        {
            "url": "https://nrlc.ai/en-us/ai-search-diagnostics/",
            "label": "Methodology"
        },
        {
            "url": "https://nrlc.ai/en-us/ai-search-diagnostics/ai-citation-failures/",
            "label": "AI citation failures"
        },
        {
            "url": "https://nrlc.ai/en-us/ai-search-diagnostics/site-not-showing-in-ai-results/",
            "label": "Site not showing in AI results"
        },
        {
            "url": "https://nrlc.ai/en-us/ai-search-diagnostics/traffic-down-rankings-stable/",
            "label": "Traffic down, rankings stable"
        },
        {
            "url": "https://nrlc.ai/en-us/ai-search-diagnostics/not-cited-in-ai-overviews/",
            "label": "Not cited in AI Overviews"
        },
        {
            "url": "https://nrlc.ai/en-us/ai-search-diagnostics/indexed-but-not-retrieved/",
            "label": "Indexed but not retrieved"
        },
        {
            "url": "https://nrlc.ai/en-us/ai-search-diagnostics/schema-stopped-working/",
            "label": "Schema stopped working"
        }
    ],
    "representations": {
        "html": "https://nrlc.ai/diagnostics/",
        "markdown": "https://nrlc.ai/diagnostics.md",
        "json": "https://nrlc.ai/diagnostics.json"
    },
    "publisher": {
        "@id": "https://nrlc.ai/#organization",
        "name": "Neural Command, LLC"
    }
}