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                        "body": "Vanity Fair France Magazine | Vanity FairSkip to main contentCountryFranceLargeChevronEspagneÉtats-UnisItalieRoyaume-UniNewsletterAbonnez-VousOpen Navigation MenuMenuNewsletterPouvoirCultureCélébritésModeSavoir vivreActualitésClose Navigation MenuClosePouvoirCultureCélébritésModeSavoir vivreActualitésRaise Your VoicesVanity Fair HebdoPodcastsVidéosFacebookXInstagramPinterestVanity FairLe meilleur de la Vanity Fair Oscar Party 2026Vanity Fair : profitez d'une offre d'abonnement exceptionnelleAbonnez-vous !CÉLÉBRITÉSJosé Manuel Vila, le très discret père de Rosalía : retraité, amateur de tableaux psychédéliques et motard, fier de sa fillePar Nuria Hernández18 mars 2026Tout savoir des Oscars 2026ÉcransLe court-métrage français Deux personnes échangeant de la salive récompensé aux Oscars 2026Par Valentine Servant-Ulgu16 mars 2026Inscrivez-vous à notre newsletter pour recevoir chaque soir le meilleur de Vanity FairINSCRIVEZ-VOUSEn couverture de Vanity FairÉcransDeva Cassel et Julien De Saint Jean, forces d'attractionPar Norine RajaPhotographie Luc Braquet25 février 2026ÉcransEn couverture de Vanity Fair : Deva Cassel et Julien De Saint Jean, étoiles magnétiquesPar Olivier Bouchara25 février 2026Dans l'actualitéCULTUREQue devient le tapis rouge après les Oscars ?Par Blanche Marcel18 mars 2026ActualitésACTUALITÉSColdplaygate : Kristin Cabot, la DRH surprise avec son patron, confie son calvaire à Oprah WinfreyPar Marita Alonso18 mars 2026ACTUALITÉSNicolas Sarkozy de retour en prison ? L'ex-président de nouveau devant la justice pour le procès en appel du financement libyenPar Hugo Wintrebert 16 mars 2026ACTUALITÉS«Visionnaire», Melania Trump affirme être «souvent seule au sommet»Par Séraphine Roger14 mars 2026ACTUALITÉSMême le pape Léon XIV a un avis sur la chirurgie esthétiquePar La rédaction de Vanity Fair14 mars 2026CULTUREÉcransAvec les premières images du très attendu Dune : Troisième partie, Timothée Chalamet ouvre un nouveau chapitre post-Marty SupremePar Valentine Servant-Ulgu17 mars 2026MODEHorlogerie-JoaillerieZendaya était bien à l'heure aux Oscars 2026 grâce à sa montre à plus de 172 000 eurosPar Juan Claudio Matossian17 mars 2026iconGalleryHorlogerie-JoaillerieOscars 2026 : les montres et les broches sont-elles le combo parfait du chic au masculin ?Par Pierre Groppo16 mars 2026iconGalleryHorlogerie-JoaillerieOscars 2026 : les plus beaux bijoux qui font briller HollywoodPar Pierre Groppo16 mars 2026iconGalleryMODELes 17 stars les mieux habillées à la soirée Vanity Fair des Oscars 2026Par José Criales-Unzueta16 mars 2026VANITÉSGastronomie Pourquoi déguster un burger In-N-Out est devenu une tradition après les Oscars ?Par Margot Blaise17 mars 2026CélébritésiconGalleryROYAUTÉSToutes les tenues portées par Kate Middleton pour la traditionnelle parade de la Saint-PatrickPar Stephanie Bridger-Linning17 mars 2026CÉLÉBRITÉSZendaya réagit aux photos générées par IA de son mariage avec Tom HollandPar Cathy Tran17 mars 2026CÉLÉBRITÉSTeyana Taylor s’emporte face au « manque de respect » d’un membre de la sécurité après la soirée des OscarsPar Kase Wickman17 mars 2026CÉLÉBRITÉSJane Fonda dit ce qu'elle pense de l'hommage de Barbra Streisand à Robert Redford aux Oscars : «J'avais plus à dire»Par Séraphine Roger17 mars 2026CÉLÉBRITÉSBarry Keoghan exclut toute possibilité de jouer le prochain James BondPar Blanche Marcel17 mars 2026CÉLÉBRITÉSUne robe faite à partir de 5 kilos de cheveux humains : le choix audacieux de Lisa Rinna aux Oscars 2026Par Chiara Da Col17 mars 2026CÉLÉBRITÉSNicole Kidman dévoile le nom de la personne qui l'accompagnera a…",
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                "avg_entity_score": 100
            },
            "evidence": {
                "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
                },
                "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": 100,
                "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
            },
            "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": [
                    "External evidence remained inconclusive because diversity, exact matching, or confidence was still too weak."
                ]
            },
            "citations": [],
            "debug": {
                "top_supporting_facts": [],
                "top_positive_facts": [],
                "ignored_candidates": [],
                "budget_ms": 3000,
                "search_budget_ms": 3000,
                "review_budget_ms": 1500,
                "search_mode": "post-processing",
                "query_cap": 12,
                "provider_cap": 2,
                "reason": "post-processing",
                "priority": 92
            },
            "last_good": {
                "checked_at": "2026-03-18T19:55:34+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": [
                        "External evidence remained inconclusive because diversity, exact matching, or confidence was still too weak."
                    ]
                },
                "citations": []
            }
        },
        "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": "T · 87%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "85/100",
                "tone": "good",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "51/100",
                "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": "96/100",
                "tone": "good",
                "detail": "Based on crawl quality, content completeness, and technical evidence."
            },
            {
                "label": "Safety score",
                "value": "100/100",
                "tone": "good",
                "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": "2/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "56/100",
                "tone": "caution",
                "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": "17.4 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": "244",
                        "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": "6",
                        "tone": "unknown",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "6",
                        "tone": "caution",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "104",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "68",
                        "tone": "caution",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "88/100",
                        "tone": "good",
                        "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 OK · 174 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "4,943",
                        "tone": "good",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "1 schema · meta · H1",
                        "tone": "caution",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "63 internal · 8 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "100/100 · 93/100",
                        "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: 17.4 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 70,
    "whois": {
        "current": {
            "id": 18300,
            "domain": "vanityfair.fr",
            "source_type": "rdap",
            "rdap_url": "https://rdap.nic.fr/domain/vanityfair.fr",
            "registrar_name": "CSC CORPORATE DOMAINS INC.",
            "registrar_handle": "RAR711-FRNIC",
            "registrant_name": "Les Publications Conde Nast SA",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "domain_admin@condenast.fr",
            "abuse_email": "",
            "created_date": "2008-11-24 19:19:23",
            "updated_date": "2025-12-14 06:10:03",
            "expires_date": "2026-12-13 19:23:48",
            "nameservers_json": "[\"ns-1116.awsdns-11.org\",\"ns-1935.awsdns-49.co.uk\",\"ns-28.awsdns-03.com\",\"ns-836.awsdns-40.net\"]",
            "status_json": "[\"active\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "d0d06e7bfdc451a0986a3741fcfdbffc4ede1a8c269b470940e1a7ea852e6091",
            "history_count": 1,
            "last_checked_at": "2026-03-17 12:55:30",
            "last_changed_at": "2026-03-17 12:55:30",
            "created_at": "2026-03-17 12:55:30",
            "updated_at": "2026-03-17 12:55:30"
        },
        "history": [
            {
                "id": 18614,
                "domain": "vanityfair.fr",
                "source_type": "rdap",
                "registrar_name": "CSC CORPORATE DOMAINS INC.",
                "registrar_handle": "RAR711-FRNIC",
                "registrant_name": "Les Publications Conde Nast SA",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "domain_admin@condenast.fr",
                "abuse_email": "",
                "created_date": "2008-11-24 19:19:23",
                "updated_date": "2025-12-14 06:10:03",
                "expires_date": "2026-12-13 19:23:48",
                "nameservers_json": "[\"ns-1116.awsdns-11.org\",\"ns-1935.awsdns-49.co.uk\",\"ns-28.awsdns-03.com\",\"ns-836.awsdns-40.net\"]",
                "status_json": "[\"active\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "d0d06e7bfdc451a0986a3741fcfdbffc4ede1a8c269b470940e1a7ea852e6091",
                "checked_at": "2026-03-17 12:55:30",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-17 12:55:30"
            }
        ],
        "signals": {
            "age_years": 17.4,
            "days_to_expiry": 244,
            "days_since_last_registry_update": 120,
            "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": 4,
            "status_count": 1
        }
    },
    "discovered_domain": {
        "id": 123653,
        "domain": "vanityfair.fr",
        "first_seen_at": "2026-03-15 23:34:19",
        "last_crawled_at": "2026-03-31 11:38:44",
        "last_title": "Vanity Fair France Magazine | Vanity Fair",
        "last_http_status": 200,
        "discovered_from_domain": "vanityfair.it",
        "depth": 0,
        "backlinks_count": 6,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "News & Media: Blogs & Magazines",
        "primary_country_code": "FR",
        "internal_links_count": 63,
        "external_links_count": 8,
        "social_profiles_count": 4,
        "content_word_count": 4943,
        "title_quality_score": 93,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "fr-FR",
        "response_time_ms": 174,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 96,
        "site_name": "Vanity Fair",
        "canonical_domain": "",
        "favicon_present": 1,
        "schema_org_count": 1,
        "noindex_detected": 0,
        "feed_links_count": 1,
        "https_working": 1,
        "estimated_authority_score": 41,
        "trust_score": 86,
        "nsfw_score": 0,
        "overall_rank_estimate": 1320588,
        "primary_tag": "C",
        "tag_codes": "C,Uncertain",
        "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": 100,
        "fraud_score": 0,
        "legitimacy_score": 61,
        "infrastructure_risk_score": 2,
        "score_confidence": 54,
        "tag_confidence": 28,
        "category_confidence": 81,
        "deep_crawl_pages": 0,
        "resolved_ip": "151.101.192.239",
        "category_candidates_json": "[{\"category\":\"News & Media: Blogs & Magazines\",\"score\":67},{\"category\":\"Business: Corporate & Professional Services\",\"score\":22}]",
        "page_signals_json": "[]",
        "score_reasons_json": "[\"Trusted status now requires clean crawl access and stronger confidence, so this result was downgraded to caution.\",\"Overall rating is now capped by evidence confidence to prevent inflated scores from thin signals.\"]",
        "route_domain": "vanityfair.fr",
        "display_domain": "vanityfair.fr"
    },
    "explainability": {
        "summary": "vanityfair.fr currently scores 68/100. The score is being shaped by a mixed signal profile rather than one dominant factor. Evidence confidence is moderate, so the score should settle further after more crawl depth or registry checks. 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": "Moderate confidence",
                "tone": "caution",
                "detail": "54/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "70/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "weighted_contributions": [
            {
                "label": "Quality system",
                "points": "+22.8",
                "tone": "caution",
                "detail": "Technical quality, crawl depth, page structure, and implementation hygiene. Current subsystem score: 67/100."
            },
            {
                "label": "Reputation system",
                "points": "+16.7",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 49/100."
            },
            {
                "label": "Safety system",
                "points": "+32.0",
                "tone": "good",
                "detail": "Fraud, spam, and trust signals from infrastructure, crawl, and registry evidence. Current subsystem score: 100/100."
            },
            {
                "label": "Risk clamp",
                "points": "-3.0",
                "tone": "risk",
                "detail": "Safety thresholds capped the final score until the risk profile improves."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "51/100 · trust 84/100",
                "tone": "caution",
                "detail": "411 monthly visitors, 104 organic keywords, brand completeness 88/100, engagement 79/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "6 referring domains",
                "tone": "good",
                "detail": "6 backlinks across 6 referring domains. Diversity 95/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "17.4 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 17.4 years · registrar CSC CORPORATE DOMAINS INC. · expires in 244 days."
            },
            {
                "label": "Safety and fraud posture",
                "value": "Safety 100/100 · fraud 0/100",
                "tone": "good",
                "detail": "Primary tag T · safety 100/100 · fraud 0/100."
            }
        ],
        "positives": [
            "Established domain age: 17.4 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence.",
            "HTTPS is working, so the site clears a basic transport-security check."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-03-31 11:38:44",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 13d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-17 12:55:30",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 27d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-13 13:32:54",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-13 13:32:54",
                "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": 71,
        "fraud_clamp_penalty": 3,
        "final_score": 68
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-04-13T13:32:54+00:00",
        "domain": "vanityfair.fr",
        "display_name": "Vanity Fair",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 68,
        "authority_score": 51,
        "trust_score": 84,
        "safety_score": 100,
        "fraud_score": 0,
        "confidence_score": 54,
        "traffic_confidence": 70,
        "last_crawled_at": "2026-03-31 11:38:44",
        "crawl_blocked": false,
        "summary": "vanityfair.fr currently scores 68/100. The score is being shaped by a mixed signal profile rather than one dominant factor. Evidence confidence is moderate, so the score should settle further after more crawl depth or registry checks. 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": "Moderate confidence",
                "tone": "caution",
                "detail": "54/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "70/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
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        ],
        "top_positive_signals": [
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            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence."
        ],
        "top_risk_signals": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
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                "label": "Crawl evidence",
                "value": "2026-03-31 11:38:44",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 13d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-17 12:55:30",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 27d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-13 13:32:54",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-13 13:32:54",
                "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": "T",
                "label": "Trusted",
                "tone": "good"
            },
            {
                "code": "Uncertain",
                "label": "Uncertain",
                "tone": "unknown"
            }
        ]
    },
    "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": "2026-04-13T17:53:00+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/vanityfair.fr/refresh",
        "isGuestCooldown": false,
        "cooldownSeconds": 0
    },
    "urlscan_report": {
        "domain": "vanityfair.fr",
        "status": "idle",
        "submitted_at": null,
        "completed_at": null,
        "last_checked_at": null,
        "last_error": "",
        "submitted_url": "https://vanityfair.fr/",
        "uuid": "",
        "result_url": "",
        "api_result_url": "",
        "visibility": "public",
        "summary": "No urlscan.io report has been requested for this domain yet.",
        "report": [],
        "report_summary": [],
        "is_fresh": false,
        "can_retry": true,
        "poll_after_seconds": 20
    }
}