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                        "body": "Vanity Fair - Entertainment, Politics, and Fashion News | Vanity FairSkip to main contentVF Oscar PartyRecapNewslettersMenuMenuHOLLYWOODARTS & CULTUREPOLITICSSTYLEROYALSHOLLYWOODExpandAWARDS AND FILM FESTIVALSMOVIESTVWHAT IS CINEMA?ALL HOLLYWOODARTS & CULTUREPOLITICSSTYLEExpandFASHIONBEAUTYALL STYLEROYALSBUSINESSMOREOscars VF Oscar PartyVIDEONEWSLETTERSPODCASTSMAGAZINE ARCHIVEVF SHOPSearchSearchVanity Fairoscars 2026All the Highlights From the 2026 Oscars and Vanity Fair Oscar PartyRelive Hollywood’s biggest night, from the Oscar red carpet to the ceremony to the VF Oscar Party.DotsVANITY FAIR Get unlimited access.MONEYCrypto’s True Believers Demand to Be Taken SeriouslyThey partied like rock stars, searched for aliens, practiced survivalism, and sometimes showed up without shoes. Then crypto winter came—and they lost billions. Clara Molot talks to the zealots who are holding the line.By Clara MolotPhotography by Jeremy LiebmaniconGalleryOSCAR PARTY 2026See all the Photos From Inside the Vanity Fair Oscar Party128 slidesBy Savannah WalshMISANTHROPICThe Man Who Wants to Save Humanity From AI is MIABy Joe HaganPhotography by Sinna NasseriOSCAR PARTY 2026Getting Ready with Paul Anthony Kelly for the Vanity Fair Oscar PartyBy Chris MurphyOSCARS 2026What This Year’s Oscar Acting Nominees Are Doing NextAs we roll up the red carpet on Oscars 2026, here’s a guide to where all of the year’s nominated stars are headed next—from the set of a Martin Scorsese film to a third season of Euphoria.By Savannah WalshPolitics Trump Will Take Control of the Midterms–If This Florida Lawyer Gets His Way“Foreign interests are putting their thumb on the scale of our elections,” Peter Ticktin claims. Senator Mark Warner is answering with a “prebunking” campaign.By Chris SmithLATEST STORIESA BILLION TO ONEA BILLION TO ONERobinhood's Vlad Tenev Wants You to Vibecode Your Way Out of the Permanent UnderclassA sit-down with the (sometimes) populist billionaire Vlad Tenev about Trump accounts, mega IPOs, and a world full of “hundreds of thousands of single-person unicorns.”By Julia BlackRoyalsKing Charles Still Plans to Visit the US Despite Trump’s Criticism of the UKBy Katie NichollTelevisionCharlie Hall is the Latest Nepo Baby to Join The White LotusBy Margot BlaiseMoviesTrouble in Paradise: The First Look at John Malkovich and Sam Rockwell in Wild Horse NineBy Rebecca FordAward SeasonLast Looks at the Beauty From the 2026 Vanity Fair Oscar Party Red CarpetBy Erin VanderhoofHollywoodSelma Blair Wore the Diamond-Studded Watch Found at the Vanity Fair Oscar PartyBy Alfredo TorielloEverything You Missed at the Vanity Fair Oscar PartyiconGalleryOSCAR PARTY 2026The Vanity Fair Oscar Party, Through Photographer Hunter Abrams's Lens62 slidesOSCAR PARTY 2026Hollywood, Media, and Tech Meet at Vanity Fair’s Oscars Dinner PartyiconGalleryOSCAR PARTY 2026Our Favorite Unexpected Pairings From the Vanity Fair Oscar Party 8 slidesiconGalleryOSCAR PARTY 2026The Vanity Fair Oscar Party Was a Family Affair22 slidesiconGalleryOSCAR PARTY 2026The Best New Looks and Transformations at the Vanity Fair Oscar Party 40 slidesOSCAR PARTY 2026Inside Vanity Fair’s Oscar Party With Nicole Kidman, Timothée Chalamet, Mick Jagger, and MoreOSCAR PARTY 2026Timothée Chalamet and Kylie Jenner Close a Madcap Awards Campaign Most PopularAward SeasonEverything You Need to Know About the 2026 Vanity Fair Oscar PartyA guide to when the Vanity Fair Oscar Party starts, its brand-new location, and how to watch the livestream from LACMA.By Savannah WalshHollywoodVanity Fair’s Guide to Seeing and Being Seen…",
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                "source_diversity_score": 0,
                "entity_coverage_score": 98,
                "freshness_score": 18,
                "confidence": 23,
                "documents_fetched": 1,
                "external_documents_fetched": 0,
                "fact_count": 0,
                "avg_source_trust": 55,
                "avg_entity_score": 98,
                "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": "interactive-refresh",
                "query_cap": 12,
                "provider_cap": 2,
                "reason": "interactive-refresh",
                "priority": 75
            },
            "last_good": {
                "checked_at": "2026-03-18T19:39:58+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 · 88%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "84/100",
                "tone": "good",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "58/100",
                "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": "94/100",
                "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": "1/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "55/100",
                "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": "30.1 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": "330",
                        "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": "14",
                        "tone": "unknown",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "14",
                        "tone": "caution",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "108",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "203",
                        "tone": "good",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "86/100",
                        "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 · 165 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "31,486",
                        "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": "85 internal · 12 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: 30.1 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": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 72,
    "whois": {
        "current": {
            "id": 16908,
            "domain": "vanityfair.com",
            "source_type": "rdap",
            "rdap_url": "https://rdap.verisign.com/com/v1/domain/VANITYFAIR.COM",
            "registrar_name": "CSC Corporate Domains, Inc.",
            "registrar_handle": "299",
            "registrant_name": "",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "domainabuse@cscglobal.com",
            "created_date": "1996-03-09 05:00:00",
            "updated_date": "2026-02-02 16:24:26",
            "expires_date": "2027-03-10 04:00:00",
            "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": "[\"client transfer prohibited\",\"server delete prohibited\",\"server transfer prohibited\",\"server update prohibited\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "062e399acf46cd58bc0f631eba992e0ce1f481ffe95f61349d8290a135ce9518",
            "history_count": 1,
            "last_checked_at": "2026-03-31 11:36:06",
            "last_changed_at": "2026-03-17 07:50:29",
            "created_at": "2026-03-17 07:50:29",
            "updated_at": "2026-03-31 11:36:06"
        },
        "history": [
            {
                "id": 17221,
                "domain": "vanityfair.com",
                "source_type": "rdap",
                "registrar_name": "CSC Corporate Domains, Inc.",
                "registrar_handle": "299",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "domainabuse@cscglobal.com",
                "created_date": "1996-03-09 05:00:00",
                "updated_date": "2026-02-02 16:24:26",
                "expires_date": "2027-03-10 04:00:00",
                "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": "[\"client transfer prohibited\",\"server delete prohibited\",\"server transfer prohibited\",\"server update prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "062e399acf46cd58bc0f631eba992e0ce1f481ffe95f61349d8290a135ce9518",
                "checked_at": "2026-03-17 07:50:29",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-17 07:50:29"
            }
        ],
        "signals": {
            "age_years": 30.1,
            "days_to_expiry": 330,
            "days_since_last_registry_update": 69,
            "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": 4
        }
    },
    "discovered_domain": {
        "id": 123651,
        "domain": "vanityfair.com",
        "first_seen_at": "2026-03-15 23:34:19",
        "last_crawled_at": "2026-04-01 08:07:58",
        "last_title": "Vanity Fair -  Entertainment, Politics, and Fashion News | Vanity Fair",
        "last_http_status": 200,
        "discovered_from_domain": "vanityfair.it",
        "depth": 0,
        "backlinks_count": 14,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "Lifestyle: Fashion & Beauty",
        "primary_country_code": "",
        "internal_links_count": 85,
        "external_links_count": 12,
        "social_profiles_count": 5,
        "content_word_count": 31486,
        "title_quality_score": 79,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "en-US",
        "response_time_ms": 165,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 94,
        "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": 43,
        "trust_score": 86,
        "nsfw_score": 0,
        "overall_rank_estimate": 1140513,
        "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": 57,
        "infrastructure_risk_score": 1,
        "score_confidence": 53,
        "tag_confidence": 27,
        "category_confidence": 67,
        "deep_crawl_pages": 0,
        "resolved_ip": "52.223.6.210",
        "category_candidates_json": "[{\"category\":\"Lifestyle: Fashion & Beauty\",\"score\":56},{\"category\":\"Business: Corporate & Professional Services\",\"score\":22},{\"category\":\"News & Media\",\"score\":17},{\"category\":\"News & Media: News Publications\",\"score\":17}]",
        "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.com",
        "display_domain": "vanityfair.com"
    },
    "explainability": {
        "summary": "vanityfair.com 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": "53/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "72/100"
            },
            {
                "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": "+18.4",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 54/100."
            },
            {
                "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": "-5.0",
                "tone": "risk",
                "detail": "Safety thresholds capped the final score until the risk profile improves."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "58/100 · trust 83/100",
                "tone": "caution",
                "detail": "546 monthly visitors, 108 organic keywords, brand completeness 86/100, engagement 83/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "14 referring domains",
                "tone": "good",
                "detail": "14 backlinks across 14 referring domains. Diversity 97/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "30.1 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 30.1 years · registrar CSC Corporate Domains, Inc. · expires in 330 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: 30.1 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": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-01 08:07:58",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 12d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-31 11:36:06",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 13d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-13 13:30:02",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-13 13:30:02",
                "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": 73,
        "fraud_clamp_penalty": 5,
        "final_score": 68
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-04-13T13:30:02+00:00",
        "domain": "vanityfair.com",
        "display_name": "Vanity Fair",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 68,
        "authority_score": 58,
        "trust_score": 83,
        "safety_score": 100,
        "fraud_score": 0,
        "confidence_score": 53,
        "traffic_confidence": 72,
        "last_crawled_at": "2026-04-01 08:07:58",
        "crawl_blocked": false,
        "summary": "vanityfair.com 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": "53/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "72/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "top_positive_signals": [
            "Established domain age: 30.1 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": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
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