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                        "body": "Library Planning Experience Experience | Methodology | Design Portfolio | Services | Research Blog | Contact Us Library Planning Experience Aaron Cohen Associates LTD (ACA) is not merely as a service provider, but as a strategic partner deeply invested in community empowerment. We improve the physical design of libraries and build digital ones. We provide library consultant experience, management and planning. We are strategic partners dedicated to transforming library spaces, helping you navigate the complex landscape of modern library management. Our approach goes beyond traditional consulting, focusing on planning and optimizing your library's resources, operations, and funding strategies so you can concentrate on your core mission. New Book on Library Planning and Design: Published by Elsevier - April 2025 We recognize that modern libraries are more than physical repositories. They're collaborative community hubs that must adapt to rapidly changing digital landscapes. Our consultants help libraries navigate complex challenges, from integrating cutting-edge digital resources to designing adaptable spaces that encourage community, interaction and learning. We help you plan and manage your library space resources, collections, operations, and funding so that you can focus on your core mission. Info on Library Planning and Design We research current trends in library spaces and services, such as online kiosks, vending, e-books, flexible spaces, preservation and archives. We are process oriented. We have long history providing library space assessments and building strategies (Needs Assessment, Environmental Scan, Strategic Planning, Program Evaluation, Data, Metrics). A successful library transformation begins with understanding your unique community. We provide master library facility plans that implement both long and short-term goals, framing projects around tangible stakeholder benefits. The result? A more engaged community with a clear vision for the future. We will help you build a library that adapts, grows, and builds toward tomorrow. Our library consulting practice is deeply committed to building trust and delivering compassionate, flexible solutions that truly transform library spaces and services. Give our Library Consultant office a call to start a comprehensive library assessment. We specialize in engaging your community and envisioning a future for your library that meets evolving needs, interests, and demographics. LIBRARY CONSULTANT EXPERIENCE We recognize the unique anxieties library directors face: the challenge of objectively assessing your own organization, the fear of hiring consultants who don't truly understand your mission, and the critical task of justifying needs to funding bodies. Drawing from our extensive 50 year history, we bring a deep understanding of library science that intersects collections, archives, technology, anthropology, and space management. We don't just analyze spaces, we reimagine them. We have a library of library planning studies that architects, technology specialists, and campus facility managers leverage to make their work easier. We work collaboratively to create library environments that are both functional and transformative. Aaron Cohen Associates LTD (ACA) understands that modern libraries are dynamic ecosystems requiring forward-thinking strategies. Our consultants help you navigate the complexities of knowledge management, ensuring your library remains relevant, accessible, and inspiring for the next generation of learners. More info on library technology planning and architec…",
                        "html": "<!DOCTYPE html><html lang=\"en\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><head><title>Library Planning Experience</title><meta name=\"description\" content=\"In the dynamic landscape of AI information and knowledge, libraries provide community, AI innovation, and library community engagement is what we do. As libraries navigate the complexities of the AI world, strategic planning emerges as an indispensable tool. We help guide the library growth and ensure library results. The Library Planning methods we use for strategic planning is comprehensive. We provide collaborative consultant support that empowers libraries and education leaders. We help leaders and business to envision the library and AI future, articulate the architecture, goals, and develop actionable plans.\"><meta name=\"keywords\" content=\"library planning, library and consultant, AI library, library programming, long term planning, short video, user experience, planning experience, strategic planning goals, programming video, space planning, library information technology\"><meta name=\"author\" content=\"Aaron Cohen Associates Ltd\"><meta name=\"google-site-verification\" content=\"google149cfb6b39b88238.html\"> <link rel=\"publisher\" href=\"https://www.acohen.com\"> <meta name=\"twitter:title\" content=\"Library Consultant\"> <meta name=\"twitter:site\" content=\"@LibConsult\"> <meta name=\"twitter:domain\" content=\"Aaron Cohen Associates\"> <meta name=\"twitter:creator\" content=\"@LibConsult\"> <meta name=\"author\" content=\"Library Consultant\"> <meta name=\"og:description\" content=\"Library Consultant\"> <meta name=\"og:url\" content=\"https://www.facebook.com/libraryconsultant\"> <meta name=\"og:image\" content=\"AC_logo-6\"> <meta name=\"og:site_name\" content=\"www.acohen.com\"> <meta name=\"og:type\" content=\"website\"> <meta name=\"og:title\" content=\"www.acohen.com\"> <META content=\"Aaron Cohen Associates, Ltd.\" name=\"copyright\"> <script> (function(i,s,o,g,r,a,m){ i['GoogleAnalyticsObject']=r; i[r]=i[r]||function(){(i[r].q=i[r].q||[]).push(arguments)}, i[r].l=1*new Date(); a=s.createElement(o),m=s.getElementsByTagName(o)[0]; a.async=1; a.src=g; m.parentNode.insertBefore(a,m) })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); ga('create', 'UA-136134272-2', 'auto'); ga('send', 'pageview'); </script> <!-- Google tag (gtag.js) --> <script async src=\"https://www.googletagmanager.com/gtag/js?id=G-4RSRWL9L4P\"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-4RSRWL9L4P'); </script> <link href=\"LIBRARY_CONSULTANTss.css\" type=\"text/css\" rel=\"stylesheet\"> </head> <body> <!-- beginning of nav bar --> <div class=\"container\"> <div class=\"container\"><div class=\"div1\"> <a href = \"https://acohen.com/\"> <img src=\"https://www.acohen.com/ACbarfinal44.jpg\" alt=\"\"></a><br> <a class=\"aclinks\" href=\"https://www.acohen.com/team.htm\" target=\"_top\">Experience</a> | <a class=\"aclinks\" href=\"https://www.acohen.com/needs.htm\" target=\"_top\">Methodology</a> | <a class=\"aclinks\" href=\"https://www.acohen.com/building.htm\" target=\"_top\">Design Portfolio</a> | <a class=\"aclinks\" href=\"https://www.acohen.com/strategic.htm\" target=\"_top\">Services</a> | <a class=\"aclinks\" href=\"https://www.acohen.com/blog\" target=\"_top\">Research Blog</a> | <a class=\"aclinks\" href=\"https://www.acohen.com/feedback.htm\" target=\"_top\">Contact Us</a> <hr> </div> </div> <!-- end of nav bar --> <!-- beginning of content --> <div class=\"container\"> <h1>Library Planning Experience</h1> <p> Aaron Cohen Associates LTD (ACA) is not merely as a service provider, but as a strategic partner deeply invested in community empowerment. We improve the physical design of libraries and build digital ones. We provide <a href=\"http://www.acohen.com/elaine.html\">library consultant experience</a>, management and planning. </p> <hr> <p> We are strategic partners dedicated to transforming library spaces, helping you navigate the complex landscape of modern library management. Our approach goes beyond traditional consulting, focusing on planning and optimizing your library's resources, operations, and funding strategies so you can concentrate on your core mission.</p> <p> <img src=\"https://www.acohen.com/LIBRARYSPACES-155111.jpg\" alt=\"\"></p> <p> <a href=\"https://shop.elsevier.com/books/library-space-planning-and-design/cohen/978-0-443-29176-0\">New Book on Library Planning and Design: Published by Elsevier - April 2025</a></p> <hr> <p> We recognize that modern libraries are more than physical repositories. They're collaborative community hubs that must adapt to rapidly changing digital landscapes. Our consultants help libraries navigate complex challenges, from integrating cutting-edge digital resources to designing adaptable spaces that encourage community, interaction and learning. We help you plan and manage your library space resources, collections, operations, and funding so that you can focus on your core mission. </p><hr> <p> <a href=\"https://www.acohen.com/building.html\">Info on Library Planning and Design</a></p> <hr> <p> We research current trends in library spaces and services, such as online kiosks, vendin…",
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                    "caution": 0,
                    "scam": 0,
                    "dangerous": 0,
                    "spam": 0,
                    "nsfw": 0
                },
                "counts": {
                    "official_presence": 0,
                    "business_profiles": 0,
                    "positive_reviews": 0,
                    "negative_reviews": 0,
                    "scam_reports": 0,
                    "dangerous_reports": 0,
                    "spam_reports": 0,
                    "adult_reports": 0
                },
                "tag_support": [],
                "top_supporting_facts": [],
                "top_positive_facts": []
            },
            "quality": {
                "source_diversity_score": 0,
                "entity_coverage_score": 100,
                "freshness_score": 18,
                "confidence": 24,
                "documents_fetched": 1,
                "external_documents_fetched": 0,
                "fact_count": 0,
                "avg_source_trust": 55,
                "avg_entity_score": 100,
                "fetch_success_rate": 100,
                "exact_match_score": 0,
                "query_coverage_score": 20,
                "host_coverage_score": 20,
                "source_type_coverage_score": 25,
                "qualified_evidence_score": 0,
                "exact_match_documents": 0,
                "blocked_candidates": 0,
                "used_direct_fallback": true,
                "external_results_found": 0,
                "provider_diversity_score": 25,
                "provider_confidence_score": 54,
                "provider_fact_count": 0
            },
            "decision": {
                "state": "insufficient",
                "uncertainty": true,
                "candidate_support": 0,
                "candidate_contradiction": 0,
                "supports": {
                    "dangerous": false,
                    "scam": false,
                    "spam": false,
                    "nsfw": false,
                    "trusted": false
                },
                "evidence_quality": "low",
                "state_label": "Inconclusive",
                "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
            },
            "signals": {
                "scores": {
                    "legit": 0,
                    "safe": 0,
                    "trusted": 0,
                    "caution": 0,
                    "scam": 0,
                    "dangerous": 0,
                    "spam": 0,
                    "nsfw": 0
                },
                "counts": {
                    "official_presence": 0,
                    "business_profiles": 0,
                    "positive_reviews": 0,
                    "negative_reviews": 0,
                    "scam_reports": 0,
                    "dangerous_reports": 0,
                    "spam_reports": 0,
                    "adult_reports": 0
                },
                "candidate_support": 0,
                "candidate_contradiction": 0,
                "highlights": [
                    "IPinfo resolved the primary IP to US on AS13536.",
                    "External evidence remained inconclusive because diversity, exact matching, or confidence was still too weak."
                ]
            },
            "citations": [
                {
                    "title": "IPinfo IP enrichment",
                    "url": "https://ipinfo.io/developers",
                    "host": "ipinfo.io",
                    "snippet": "Primary IP 66.231.216.182 geolocates to US.",
                    "source_type": "ip_enrichment"
                }
            ],
            "urlscan": {
                "domain": "acohen.com",
                "status": "error",
                "submitted_at": "2026-03-19T16:07:54+00:00",
                "completed_at": null,
                "last_checked_at": "2026-03-19T16:07:54+00:00",
                "last_error": "Rate limit for 'public' exceeded. Limit is 5000 per day. Reset in 28324 seconds.",
                "submitted_url": "https://acohen.com/",
                "uuid": "",
                "result_url": "",
                "api_result_url": "",
                "visibility": "public",
                "summary": "urlscan.io scan submission failed.",
                "report": [],
                "report_summary": [],
                "is_fresh": false,
                "can_retry": false,
                "poll_after_seconds": 20
            },
            "eligibility": {
                "budget_ms": 4200,
                "search_budget_ms": 1600,
                "review_budget_ms": 2600,
                "query_cap": 2,
                "provider_cap": 1,
                "result_cap": 6,
                "review_document_cap": 4,
                "search_connect_timeout": 2,
                "search_timeout": 3,
                "review_connect_timeout": 2,
                "review_timeout": 3,
                "allowed": true,
                "mode": "normal",
                "decision_code": "run_normal",
                "reason": "page-request",
                "summary": "Running a standard intelligence pass because the current signals need third-party corroboration.",
                "cooldown": {
                    "active": false,
                    "empty_attempts": 0,
                    "next_allowed_at": "",
                    "reason": "",
                    "provider_retry_at": ""
                },
                "suffix": {
                    "tld": "com",
                    "registered_suffix": "com",
                    "class": "high_confidence",
                    "reserved": false
                },
                "signals": {
                    "trust_score": 0,
                    "quality_score": 80,
                    "safety_score": 0,
                    "fraud_score": 0,
                    "spam_score": 0,
                    "nsfw_score": 0,
                    "score_confidence": 0,
                    "risk_label": "good",
                    "crawl_blocked": false,
                    "last_http_status": 200,
                    "content_word_count": 673,
                    "internal_links_count": 15,
                    "site_name": "",
                    "title": "Library Planning Experience",
                    "is_tracked": false
                }
            },
            "cooldown": {
                "empty_attempts": 1,
                "next_allowed_at": "2026-03-26T16:07:56+00:00",
                "reason": "Recent intelligence runs produced no qualified third-party evidence, so retries are cooled down to save budget.",
                "provider_retry_at": "",
                "last_reason": "page-request"
            },
            "debug": {
                "top_supporting_facts": [],
                "top_positive_facts": [],
                "ignored_candidates": [],
                "budget_ms": 4200,
                "search_budget_ms": 1600,
                "review_budget_ms": 2600,
                "search_mode": "page-request",
                "query_cap": 2,
                "provider_cap": 1,
                "result_cap": 6,
                "review_document_cap": 4,
                "reason": "page-request",
                "priority": 80,
                "eligibility_decision": "run_normal",
                "provider_statuses": {
                    "safebrowsing": "disabled",
                    "abuseipdb": "quota_exhausted",
                    "ipinfo": "ok",
                    "censys": "disabled",
                    "sslmate": "error"
                }
            },
            "last_good": {
                "checked_at": "2026-03-19T16:07:56+00:00",
                "summary": "External checks ran, but the verified result set was still too sparse to harden the verdict.",
                "decision": {
                    "state": "insufficient",
                    "uncertainty": true,
                    "candidate_support": 0,
                    "candidate_contradiction": 0,
                    "supports": {
                        "dangerous": false,
                        "scam": false,
                        "spam": false,
                        "nsfw": false,
                        "trusted": false
                    },
                    "evidence_quality": "low",
                    "state_label": "Inconclusive",
                    "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
                },
                "signals": {
                    "scores": {
                        "legit": 0,
                        "safe": 0,
                        "trusted": 0,
                        "caution": 0,
                        "scam": 0,
                        "dangerous": 0,
                        "spam": 0,
                        "nsfw": 0
                    },
                    "counts": {
                        "official_presence": 0,
                        "business_profiles": 0,
                        "positive_reviews": 0,
                        "negative_reviews": 0,
                        "scam_reports": 0,
                        "dangerous_reports": 0,
                        "spam_reports": 0,
                        "adult_reports": 0
                    },
                    "candidate_support": 0,
                    "candidate_contradiction": 0,
                    "highlights": [
                        "IPinfo resolved the primary IP to US on AS13536.",
                        "External evidence remained inconclusive because diversity, exact matching, or confidence was still too weak."
                    ]
                },
                "citations": [
                    {
                        "title": "IPinfo IP enrichment",
                        "url": "https://ipinfo.io/developers",
                        "host": "ipinfo.io",
                        "snippet": "Primary IP 66.231.216.182 geolocates to US.",
                        "source_type": "ip_enrichment"
                    }
                ]
            }
        },
        "external_decision": {
            "state": "insufficient",
            "uncertainty": true,
            "candidate_support": 0,
            "candidate_contradiction": 0,
            "supports": {
                "dangerous": false,
                "scam": false,
                "spam": false,
                "nsfw": false,
                "trusted": false
            },
            "evidence_quality": "low",
            "state_label": "Inconclusive",
            "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
        },
        "signal_scores": [
            {
                "label": "Strongest tag heuristic",
                "value": "Uncertain · 68%",
                "tone": "unknown",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "9/100",
                "tone": "spam",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "46/100",
                "tone": "caution",
                "detail": "A higher authority score usually means broader reputation and backlink confidence."
            },
            {
                "label": "Spam risk",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This blends spam indicators with false-positive protections for legitimate sites."
            },
            {
                "label": "Quality score",
                "value": "80/100",
                "tone": "good",
                "detail": "Based on crawl quality, content completeness, and technical evidence."
            },
            {
                "label": "Safety score",
                "value": "58/100",
                "tone": "caution",
                "detail": "Higher is safer. Direct fraud signals can heavily cap this even when SEO signals look strong."
            },
            {
                "label": "Fraud score",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This reflects phishing, drainer, fake-support, fake-shop, and malware signals."
            },
            {
                "label": "Infrastructure risk",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "27/100",
                "tone": "spam",
                "detail": "Higher means the crawler had enough pages and registry evidence to make a stronger call."
            },
            {
                "label": "External evidence",
                "value": "Low",
                "tone": "unknown",
                "detail": "Quality of the structured search and review evidence cluster."
            },
            {
                "label": "External decision",
                "value": "Inconclusive",
                "tone": "unknown",
                "detail": "How third-party evidence compares with the current candidate tag."
            },
            {
                "label": "NSFW score",
                "value": "0/100",
                "tone": "good",
                "detail": "Context-aware adult-content detection with medical / educational false-positive reduction."
            },
            {
                "label": "Registry stability",
                "value": "100/100",
                "tone": "good",
                "detail": "Based on age, expiry runway, and the amount of ownership / registrar churn."
            }
        ],
        "signal_sections": [
            {
                "title": "Registry & ownership",
                "items": [
                    {
                        "label": "Domain age",
                        "value": "31.0 years",
                        "tone": "good",
                        "detail": "Older domains generally carry more historical trust than very new ones."
                    },
                    {
                        "label": "Stability score",
                        "value": "100/100",
                        "tone": "good",
                        "detail": "Penalised by registrar, ownership, and nameserver churn."
                    },
                    {
                        "label": "Days to expiry",
                        "value": "1,448",
                        "tone": "good",
                        "detail": "Very short renewal windows can be a weak trust signal."
                    },
                    {
                        "label": "Registrar / ownership changes",
                        "value": "0 / 0",
                        "tone": "good",
                        "detail": "Frequent ownership churn can weaken trust."
                    },
                    {
                        "label": "Nameserver changes",
                        "value": "0",
                        "tone": "good",
                        "detail": "Repeated infrastructure changes can indicate instability."
                    },
                    {
                        "label": "DNSSEC / privacy",
                        "value": "DNSSEC off · privacy off",
                        "tone": "caution",
                        "detail": "DNSSEC strengthens DNS trust; privacy is neutral on its own."
                    }
                ]
            },
            {
                "title": "Reputation & search evidence",
                "items": [
                    {
                        "label": "Backlinks",
                        "value": "1",
                        "tone": "unknown",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "1",
                        "tone": "unknown",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "82",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "305",
                        "tone": "good",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "48/100",
                        "tone": "caution",
                        "detail": "Stronger brand signals reduce false positives for legitimate sites."
                    },
                    {
                        "label": "Risk label",
                        "value": "GOOD",
                        "tone": "unknown",
                        "detail": "This is the raw crawl / heuristic risk label feeding the tag model."
                    }
                ]
            },
            {
                "title": "Crawl, content & technicals",
                "items": [
                    {
                        "label": "HTTP status",
                        "value": "200",
                        "tone": "good",
                        "detail": "Healthy responses make classification more reliable."
                    },
                    {
                        "label": "HTTPS / speed",
                        "value": "HTTPS weak · 464 ms",
                        "tone": "spam",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "673",
                        "tone": "good",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "0 schema · meta · H1",
                        "tone": "caution",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "15 internal · 2 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "88/100 · 81/100",
                        "tone": "good",
                        "detail": "Better technical quality generally reduces low-effort site patterns."
                    },
                    {
                        "label": "Crawl access",
                        "value": "Open",
                        "tone": "good",
                        "detail": "The crawler reached the site without an anti-bot challenge."
                    }
                ]
            },
            {
                "title": "External evidence & explainability",
                "items": [
                    {
                        "label": "Decision state",
                        "value": "Inconclusive",
                        "tone": "unknown",
                        "detail": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
                    },
                    {
                        "label": "Evidence quality",
                        "value": "Low",
                        "tone": "unknown",
                        "detail": "Blends source trust, domain matching, evidence diversity, and freshness."
                    },
                    {
                        "label": "Support vs contradiction",
                        "value": "0 / 0",
                        "tone": "unknown",
                        "detail": "Compares how much structured external evidence supports the candidate tag against evidence that contradicts it."
                    },
                    {
                        "label": "Qualified risk sources",
                        "value": "No",
                        "tone": "good",
                        "detail": "Risk tags only promote from external evidence when source diversity or source trust thresholds are met."
                    },
                    {
                        "label": "Uncertainty buffer",
                        "value": "Active",
                        "tone": "caution",
                        "detail": "Prevents thin or mixed external evidence from forcing a stronger tag than the evidence can justify."
                    }
                ]
            }
        ],
        "positives": [
            "Established domain age: 31.0 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Search evidence is broad enough to classify with better confidence."
        ],
        "risks": [
            "Trust score is currently very low.",
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 68,
    "whois": {
        "current": {
            "id": 2016,
            "domain": "acohen.com",
            "source_type": "rdap",
            "rdap_url": "https://rdap.verisign.com/com/v1/domain/ACOHEN.COM",
            "registrar_name": "Network Solutions, LLC",
            "registrar_handle": "2",
            "registrant_name": "",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "",
            "created_date": "1995-04-18 04:00:00",
            "updated_date": "2021-04-21 13:42:11",
            "expires_date": "2030-04-19 04:00:00",
            "nameservers_json": "[\"ns1.bestweb.net\",\"ns2.bestweb.net\"]",
            "status_json": "[\"client transfer prohibited\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "b55b92af59bcd38e230d33382dfa928ac786bd47c04a1899ca0e61142d5ccf03",
            "history_count": 1,
            "last_checked_at": "2026-03-15 18:16:24",
            "last_changed_at": "2026-03-15 18:16:24",
            "created_at": "2026-03-15 18:16:24",
            "updated_at": "2026-03-15 18:16:24"
        },
        "history": [
            {
                "id": 2141,
                "domain": "acohen.com",
                "source_type": "rdap",
                "registrar_name": "Network Solutions, LLC",
                "registrar_handle": "2",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "",
                "created_date": "1995-04-18 04:00:00",
                "updated_date": "2021-04-21 13:42:11",
                "expires_date": "2030-04-19 04:00:00",
                "nameservers_json": "[\"ns1.bestweb.net\",\"ns2.bestweb.net\"]",
                "status_json": "[\"client transfer prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "b55b92af59bcd38e230d33382dfa928ac786bd47c04a1899ca0e61142d5ccf03",
                "checked_at": "2026-03-15 18:16:24",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-15 18:16:24"
            }
        ],
        "signals": {
            "age_years": 31,
            "days_to_expiry": 1448,
            "days_since_last_registry_update": 1835,
            "stability_score": 100,
            "registrar_changes": 0,
            "ownership_changes": 0,
            "nameserver_changes": 0,
            "status_changes": 0,
            "history_entries": 1,
            "privacy_protected": false,
            "dnssec_enabled": false,
            "has_registrant_country": false,
            "registrant_country": "",
            "nameserver_count": 2,
            "status_count": 1
        }
    },
    "discovered_domain": {
        "id": 53872,
        "domain": "acohen.com",
        "first_seen_at": "2026-03-15 17:16:47",
        "last_crawled_at": "2026-03-15 18:16:24",
        "last_title": "Library Planning Experience",
        "last_http_status": 200,
        "discovered_from_domain": "americanlibrariesbuyersguide.com",
        "depth": 1,
        "backlinks_count": 1,
        "rating_cache": 56,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "Education: Libraries & Research",
        "primary_country_code": "",
        "internal_links_count": 15,
        "external_links_count": 2,
        "social_profiles_count": 0,
        "content_word_count": 673,
        "title_quality_score": 95,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "en",
        "response_time_ms": 464,
        "robots_status": 200,
        "sitemap_status": 200,
        "sitemap_total_urls": 305,
        "quality_score": 80,
        "site_name": "",
        "canonical_domain": "",
        "favicon_present": 0,
        "schema_org_count": 0,
        "noindex_detected": 0,
        "feed_links_count": 0,
        "https_working": 0,
        "estimated_authority_score": 0,
        "trust_score": 0,
        "nsfw_score": 0,
        "overall_rank_estimate": 0,
        "primary_tag": "",
        "tag_codes": "",
        "manual_verified_status": "",
        "manual_tag_codes": "",
        "manual_rating_delta": 0,
        "manual_authority_delta": 0,
        "manual_trust_delta": 0,
        "manual_note": null,
        "manual_adjusted_by": null,
        "manual_adjusted_at": null,
        "manual_lock_scores": 0,
        "manual_lock_flags": 0,
        "crawl_blocked": 0,
        "crawl_blocked_by": "",
        "crawl_blocked_reason": null,
        "safety_score": 0,
        "fraud_score": 0,
        "legitimacy_score": 0,
        "infrastructure_risk_score": 0,
        "score_confidence": 0,
        "tag_confidence": 0,
        "category_confidence": 0,
        "deep_crawl_pages": 0,
        "resolved_ip": "",
        "category_candidates_json": null,
        "page_signals_json": null,
        "score_reasons_json": null,
        "route_domain": "acohen.com",
        "display_domain": "acohen.com"
    },
    "explainability": {
        "summary": "acohen.com currently scores 14/100. Risk signals are the main constraint on the score right now. Evidence confidence is still limited, so the score can move materially after more evidence is collected. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.",
        "badges": [
            {
                "label": "Profile",
                "value": "Estimated profile",
                "tone": "unknown",
                "detail": null
            },
            {
                "label": "Evidence confidence",
                "value": "Low confidence",
                "tone": "risk",
                "detail": "1/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "68/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "weighted_contributions": [
            {
                "label": "Quality system",
                "points": "+30.3",
                "tone": "good",
                "detail": "Technical quality, crawl depth, page structure, and implementation hygiene. Current subsystem score: 89/100."
            },
            {
                "label": "Reputation system",
                "points": "+16.3",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 48/100."
            },
            {
                "label": "Safety system",
                "points": "+0.0",
                "tone": "risk",
                "detail": "Fraud, spam, and trust signals from infrastructure, crawl, and registry evidence. Current subsystem score: 0/100."
            },
            {
                "label": "Risk clamp",
                "points": "-33.0",
                "tone": "risk",
                "detail": "High-risk signals forced the final score lower than the weighted base score."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "46/100 · trust 8/100",
                "tone": "risk",
                "detail": "196 monthly visitors, 82 organic keywords, brand completeness 48/100, engagement 77/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "1 referring domains",
                "tone": "good",
                "detail": "1 backlinks across 1 referring domains. Diversity 92/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "31.0 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 31.0 years · registrar Network Solutions, LLC · expires in 1,448 days."
            },
            {
                "label": "Safety and fraud posture",
                "value": "Safety 0/100 · fraud 0/100",
                "tone": "risk",
                "detail": "Primary tag Uncertain · safety 0/100 · fraud 0/100."
            }
        ],
        "positives": [
            "Established domain age: 31.0 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Search evidence is broad enough to classify with better confidence.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence."
        ],
        "risks": [
            "Trust score is currently very low.",
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting.",
            "Safety signals are weak, which materially drags the final score down."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-03-15 18:16:24",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 1mo ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-15 18:16:24",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 1mo ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-05-01 06:24:24",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-05-01 06:24:24",
                "tone": "good",
                "detail": "Estimated trend derived from current profile and crawl signals. Age: 0s ago."
            },
            {
                "label": "Audience geography",
                "value": "Not captured yet",
                "tone": "unknown",
                "detail": "Audience mix is estimated from available signals rather than first-party audience logs."
            }
        ],
        "section_notes": {
            "audience": "Audience geography is estimated from category, country, traffic mix, and brand signals until first-party audience data is collected.",
            "keywords": "Top keywords are estimated from crawl language, brand, category, and visibility signals until tracked keyword snapshots are stored.",
            "history": "Rank history is estimated from the current profile because no stored history exists for this domain yet."
        },
        "base_weighted_score": 47,
        "fraud_clamp_penalty": 33,
        "final_score": 14
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-05-01T06:24:24+00:00",
        "domain": "acohen.com",
        "display_name": "Library Planning Experience",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 14,
        "authority_score": 46,
        "trust_score": 8,
        "safety_score": 0,
        "fraud_score": 0,
        "confidence_score": 1,
        "traffic_confidence": 68,
        "last_crawled_at": "2026-03-15 18:16:24",
        "crawl_blocked": false,
        "summary": "acohen.com currently scores 14/100. Risk signals are the main constraint on the score right now. Evidence confidence is still limited, so the score can move materially after more evidence is collected. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.",
        "badges": [
            {
                "label": "Profile",
                "value": "Estimated profile",
                "tone": "unknown",
                "detail": null
            },
            {
                "label": "Evidence confidence",
                "value": "Low confidence",
                "tone": "risk",
                "detail": "1/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "68/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "top_positive_signals": [
            "Established domain age: 31.0 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Search evidence is broad enough to classify with better confidence.",
            "Registry history looks stable, which supports legitimacy and trust."
        ],
        "top_risk_signals": [
            "Trust score is currently very low.",
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting.",
            "Safety signals are weak, which materially drags the final score down."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-03-15 18:16:24",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 1mo ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-15 18:16:24",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 1mo ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-05-01 06:24:24",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-05-01 06:24:24",
                "tone": "good",
                "detail": "Estimated trend derived from current profile and crawl signals. Age: 0s ago."
            },
            {
                "label": "Audience geography",
                "value": "Not captured yet",
                "tone": "unknown",
                "detail": "Audience mix is estimated from available signals rather than first-party audience logs."
            }
        ],
        "top_tags": [
            {
                "code": "Uncertain",
                "label": "Uncertain",
                "tone": "unknown"
            },
            {
                "code": "C",
                "label": "Caution",
                "tone": "caution"
            },
            {
                "code": "T",
                "label": "Trusted",
                "tone": "good"
            }
        ]
    },
    "is_tracked": false,
    "is_estimated": true,
    "live_state": {
        "status": "processing",
        "status_label": "Cache build running",
        "message": "The refreshed page cache is still being built for this domain.",
        "updated_at": "2026-05-01T07:51:27+00:00"
    },
    "refresh_state": {
        "canRequest": false,
        "queued": true,
        "processing": true,
        "stageKey": "cache-queued",
        "stageLabel": "Cache build running",
        "cooldownUntil": null,
        "message": "The refreshed page cache is still being built for this domain.",
        "action": "/domain/acohen.com/refresh",
        "isGuestCooldown": false,
        "cooldownSeconds": 0
    },
    "urlscan_report": {
        "domain": "acohen.com",
        "status": "error",
        "submitted_at": "2026-03-19T16:07:54+00:00",
        "completed_at": null,
        "last_checked_at": "2026-03-19T16:07:54+00:00",
        "last_error": "Rate limit for 'public' exceeded. Limit is 5000 per day. Reset in 28324 seconds.",
        "submitted_url": "https://acohen.com/",
        "uuid": "",
        "result_url": "",
        "api_result_url": "",
        "visibility": "public",
        "summary": "urlscan.io scan submission failed.",
        "report": [],
        "report_summary": [],
        "is_fresh": false,
        "can_retry": true,
        "poll_after_seconds": 20
    }
}