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                        "body": "Tony Blair Institute for Global Change (TBI)Skip to contentNEWSLETTERTony Blair Institute for Global ChangeWHAT WE DOWHAT WE DOAPPROACHPARTNERSHIPSFUTURE OF BRITAININSIGHTSINSIGHTSEXPERTSEXPERTSWHO WE AREWHO WE AREABOUT USEXECUTIVE LEADERSHIPCAREERSMENUWELCOME TO TBIWorking with political leaders to drive changeExploreHOW WE WORKHere to turn bold ideas into realityWe help governments and leaders get things done. We do it by advising on strategy, policy and delivery, unlocking the power of technology across all three. As a not-for-profit, we can work in the most challenging contexts and on the most transformative projects because our focus is on leaders rather than profits. And as a non-partisan organisation, we can bring the best of our expertise to leaders who want to translate their ambition into meaningful action for their people. InsightsDiscover the latest thinking from our expertsPartnershipsJoin us to deliver changeApproachFind out how we workFEATUREDClimate & EnergyAI for Climate: Redesigning the UK’s Net-Zero Planning19TH MARCH 2026AI can help Britain deliver net zero by aligning planning across sectors, places and institutions through shared intelligence.ABOUT USWe arepolitical strategists.LEARN MOREExploreSee All1 / 6TBI at UK Party Conferences 2025It’s time to build a new political coalition for transformation.We’re advancing a bold agenda, built on innovation and powered by disruptive politics, that can transform how government delivers.Learn MoreNewsletterPractical SolutionsRadical IdeasPractical SolutionsRadical IdeasPractical SolutionsRadical IdeasPractical SolutionsRadical IdeasRadical IdeasPractical SolutionsRadical IdeasPractical SolutionsRadical IdeasPractical SolutionsRadical IdeasPractical SolutionsSign uptony blair institute for global changeIntelligence in your inbox.Get the latest big ideas in strategy, policy and delivery in your inbox every month with our newsletter.Sign Me UpWhat we doApproachPartnershipsFuture of BritainInsightsInsightsExpertsWho we areAbout usLeadershipCareersTony Blair Institute, trading as Tony Blair Institute for Global Change, is a company limited by guarantee registered in England and Wales (registered company number: 10505963) whose registered office is One Bartholomew Close, London, EC1A 7BL.CookiesTerms of usePrivacy PolicyAccessibilityFinancial StatementsMedia CentreContact Us",
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                            "IPinfo resolved the primary IP to US on AS16509."
                        ],
                        "citations": [
                            {
                                "title": "IPinfo IP enrichment",
                                "url": "https://ipinfo.io/developers",
                                "host": "ipinfo.io",
                                "snippet": "Primary IP 76.76.21.21 geolocates to US.",
                                "source_type": "ip_enrichment"
                            }
                        ],
                        "cached": true
                    },
                    "censys": {
                        "status": "disabled"
                    },
                    "sslmate": {
                        "status": "error",
                        "error": "HTTP 429: {\"code\":\"rate_limited\",\"message\":\"You have exceeded the domain search rate limit for the SSLMate CT Search API. Please try again later, or upgrade your Cert Spotter plan by visiting .\"}"
                    }
                },
                "facts": [],
                "citations": [
                    {
                        "title": "IPinfo IP enrichment",
                        "url": "https://ipinfo.io/developers",
                        "host": "ipinfo.io",
                        "snippet": "Primary IP 76.76.21.21 geolocates to US.",
                        "source_type": "ip_enrichment"
                    }
                ],
                "highlights": [
                    "IPinfo resolved the primary IP to US on AS16509."
                ],
                "resolved_ips": [
                    "76.76.21.21"
                ],
                "primary_ip": "76.76.21.21",
                "quality": {
                    "provider_diversity_score": 25,
                    "provider_confidence_score": 54,
                    "provider_fact_count": 0
                }
            },
            "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": 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": 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 AS16509.",
                    "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 76.76.21.21 geolocates to US.",
                    "source_type": "ip_enrichment"
                }
            ],
            "urlscan": {
                "domain": "institute.global",
                "status": "error",
                "submitted_at": "2026-03-20T08:52:55+00:00",
                "completed_at": null,
                "last_checked_at": "2026-03-20T08:52:55+00:00",
                "last_error": "Rate limit for 'public' exceeded. Limit is 500 per hour. Reset in 424 seconds.",
                "submitted_url": "https://institute.global/",
                "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": "interactive-refresh",
                "summary": "Running a standard intelligence pass because the current signals need third-party corroboration. The TLD is uncommon, so Website-Rank starts with a smaller budget.",
                "cooldown": {
                    "active": false,
                    "empty_attempts": 0,
                    "next_allowed_at": "",
                    "reason": "",
                    "provider_retry_at": ""
                },
                "suffix": {
                    "tld": "global",
                    "registered_suffix": "global",
                    "class": "unknown",
                    "reserved": false
                },
                "signals": {
                    "trust_score": 0,
                    "quality_score": 0,
                    "safety_score": 0,
                    "fraud_score": 0,
                    "spam_score": 0,
                    "nsfw_score": 0,
                    "score_confidence": 0,
                    "risk_label": "unknown",
                    "crawl_blocked": false,
                    "last_http_status": 200,
                    "content_word_count": 436354,
                    "internal_links_count": 19,
                    "site_name": "",
                    "title": "Tony Blair Institute for Global Change (TBI)",
                    "is_tracked": false
                }
            },
            "cooldown": {
                "empty_attempts": 1,
                "next_allowed_at": "2026-03-27T08:52:56+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": "interactive-refresh"
            },
            "debug": {
                "top_supporting_facts": [],
                "top_positive_facts": [],
                "ignored_candidates": [],
                "budget_ms": 4200,
                "search_budget_ms": 1600,
                "review_budget_ms": 2600,
                "search_mode": "interactive-refresh",
                "query_cap": 2,
                "provider_cap": 1,
                "result_cap": 6,
                "review_document_cap": 4,
                "reason": "interactive-refresh",
                "priority": 75,
                "eligibility_decision": "run_normal",
                "provider_statuses": {
                    "safebrowsing": "disabled",
                    "abuseipdb": "quota_exhausted",
                    "ipinfo": "ok",
                    "censys": "disabled",
                    "sslmate": "error"
                }
            },
            "last_good": {
                "checked_at": "2026-03-20T08:52:56+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 AS16509.",
                        "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 76.76.21.21 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": "T · 79%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "74/100",
                "tone": "caution",
                "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": "66/100",
                "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": "1/100",
                "tone": "good",
                "detail": "Lower is better. This reflects phishing, drainer, fake-support, fake-shop, and malware signals."
            },
            {
                "label": "Infrastructure risk",
                "value": "5/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "51/100",
                "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": "9.5 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": "192",
                        "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": "78",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "114",
                        "tone": "good",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "56/100",
                        "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 · 58 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "25,173",
                        "tone": "good",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "0 schema · meta · no H1",
                        "tone": "caution",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "0 internal · 0 external",
                        "tone": "caution",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "100/100 · 68/100",
                        "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: 9.5 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": 51,
    "whois": {
        "current": {
            "id": 46496,
            "domain": "institute.global",
            "source_type": "rdap",
            "rdap_url": "https://rdap.identitydigital.services/rdap/domain/institute.global",
            "registrar_name": "MarkMonitor Inc.",
            "registrar_handle": "292",
            "registrant_name": "",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "abusecomplaints@markmonitor.com",
            "created_date": "2016-12-14 11:22:29",
            "updated_date": "2024-11-17 09:24:13",
            "expires_date": "2026-12-14 11:22:29",
            "nameservers_json": "[\"beth.ns.cloudflare.com\",\"houston.ns.cloudflare.com\"]",
            "status_json": "[\"client delete prohibited\",\"client transfer prohibited\",\"client update prohibited\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "11de03c01799c7f6512ead92e8d601fee3eca0ce7b5e55122b0dd21af5effac8",
            "history_count": 1,
            "last_checked_at": "2026-04-08 06:22:53",
            "last_changed_at": "2026-03-20 08:52:50",
            "created_at": "2026-03-20 08:52:51",
            "updated_at": "2026-04-08 06:22:53"
        },
        "history": [
            {
                "id": 47451,
                "domain": "institute.global",
                "source_type": "rdap",
                "registrar_name": "MarkMonitor Inc.",
                "registrar_handle": "292",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "abusecomplaints@markmonitor.com",
                "created_date": "2016-12-14 11:22:29",
                "updated_date": "2024-11-17 09:24:13",
                "expires_date": "2026-12-14 11:22:29",
                "nameservers_json": "[\"beth.ns.cloudflare.com\",\"houston.ns.cloudflare.com\"]",
                "status_json": "[\"client delete prohibited\",\"client transfer prohibited\",\"client update prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "11de03c01799c7f6512ead92e8d601fee3eca0ce7b5e55122b0dd21af5effac8",
                "checked_at": "2026-03-20 08:52:50",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-20 08:52:50"
            }
        ],
        "signals": {
            "age_years": 9.5,
            "days_to_expiry": 192,
            "days_since_last_registry_update": 564,
            "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": 3
        }
    },
    "discovered_domain": {
        "id": 915043,
        "domain": "institute.global",
        "first_seen_at": "2026-03-19 17:28:21",
        "last_crawled_at": "2026-04-08 06:23:07",
        "last_title": "Tony Blair Institute for Global Change (TBI)",
        "last_http_status": 200,
        "discovered_from_domain": "interintellect.com",
        "depth": 2,
        "backlinks_count": 1,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "Lifestyle",
        "primary_country_code": "",
        "internal_links_count": 0,
        "external_links_count": 0,
        "social_profiles_count": 0,
        "content_word_count": 25173,
        "title_quality_score": 93,
        "has_meta_description": 1,
        "has_h1": 0,
        "language_code": "en-GB",
        "response_time_ms": 58,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 66,
        "site_name": "",
        "canonical_domain": "institute.global",
        "favicon_present": 0,
        "schema_org_count": 0,
        "noindex_detected": 0,
        "feed_links_count": 0,
        "https_working": 1,
        "estimated_authority_score": 33,
        "trust_score": 69,
        "nsfw_score": 0,
        "overall_rank_estimate": 3681267,
        "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": 1,
        "legitimacy_score": 40,
        "infrastructure_risk_score": 5,
        "score_confidence": 46,
        "tag_confidence": 26,
        "category_confidence": 12,
        "deep_crawl_pages": 0,
        "resolved_ip": "76.76.21.21",
        "category_candidates_json": "[{\"category\":\"Lifestyle\",\"score\":6}]",
        "page_signals_json": "[]",
        "score_reasons_json": "[\"Category confidence was reduced, so the classifier fell back to the broader parent category.\",\"Category evidence stayed thin, so the output was softened to a broader classification.\",\"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.\",\"Low evidence confidence now reduces how high the public rating can climb.\"]",
        "route_domain": "institute.global",
        "display_domain": "institute.global"
    },
    "explainability": {
        "summary": "institute.global currently scores 63/100. 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": "47/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "51/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "weighted_contributions": [
            {
                "label": "Quality system",
                "points": "+15.0",
                "tone": "caution",
                "detail": "Technical quality, crawl depth, page structure, and implementation hygiene. Current subsystem score: 44/100."
            },
            {
                "label": "Reputation system",
                "points": "+15.6",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 46/100."
            },
            {
                "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."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "46/100 · trust 73/100",
                "tone": "caution",
                "detail": "157 monthly visitors, 78 organic keywords, brand completeness 56/100, 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": "9.5 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 9.5 years · registrar MarkMonitor Inc. · expires in 192 days."
            },
            {
                "label": "Safety and fraud posture",
                "value": "Safety 100/100 · fraud 1/100",
                "tone": "good",
                "detail": "Primary tag T · safety 100/100 · fraud 1/100."
            }
        ],
        "positives": [
            "Established domain age: 9.5 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": "2026-04-08 06:23:07",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 1mo ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-04-08 06:22:53",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 1mo ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-06-04 23:53:23",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-06-04 23:53:23",
                "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": 63,
        "fraud_clamp_penalty": 0,
        "final_score": 63
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-06-04T23:53:23+00:00",
        "domain": "institute.global",
        "display_name": "Tony Blair Institute for Global Change (TBI)",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 63,
        "authority_score": 46,
        "trust_score": 73,
        "safety_score": 100,
        "fraud_score": 1,
        "confidence_score": 47,
        "traffic_confidence": 51,
        "last_crawled_at": "2026-04-08 06:23:07",
        "crawl_blocked": false,
        "summary": "institute.global currently scores 63/100. 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": "47/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "51/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "top_positive_signals": [
            "Established domain age: 9.5 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",
                "value": "2026-04-08 06:23:07",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 1mo ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-04-08 06:22:53",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 1mo ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-06-04 23:53:23",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-06-04 23:53:23",
                "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": "2026-06-05T01:36:50+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/institute.global/refresh",
        "isGuestCooldown": false,
        "cooldownSeconds": 0
    },
    "urlscan_report": {
        "domain": "institute.global",
        "status": "error",
        "submitted_at": "2026-03-20T08:52:55+00:00",
        "completed_at": null,
        "last_checked_at": "2026-03-20T08:52:55+00:00",
        "last_error": "Rate limit for 'public' exceeded. Limit is 500 per hour. Reset in 424 seconds.",
        "submitted_url": "https://institute.global/",
        "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
    }
}