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                        "body": "Home Skip to navigation Skip to main content DE EN Enter search keyword About IREB Association IREB GmbH Figures and Statistics Products CPRE DDP Community Local Communities Working Groups Special Interest Groups MyIREB Cooperations Training Provider Partner Program Alliances Certification Bodies RE the magazine The Magazine Become an author News & Events IREB exploRE 2026 AIDE#26 Downloads Contact Privacy Imprint Disclaimer Home DE EN Enter search keyword Competence As an independent non-profit organization made up of internationally recognized experts, IREB develops high-quality certification programs in the fields of Requirements Engineering and Digital Design. We give all of our knowledge to provide you with competence. Community The IREB community is an international, open community of experienced professionals in the context of Requirements Engineering and Digital Design. As part of this community, you can benefit from exchganging ideas and knowledge and from collaboration, and, together with IREB, you can promote a professional approach. Our Community Certified Your expertise, our guarantee. Officially certified and recognized worldwide—your strong statement of professionalism. IREB certificates are valid indefinitely and represent quality and trust in the industry. Our partners Our products Mastering requirements Acquire comprehensive skills in Requirements Engineering. The CPRE training content teaches you how to handle requirements confidently and in a targeted way - in both classic and agile environments. Worldwide training, worldwide acceptance. Discover CPRE Designing digital solutions Design attractive, economically viable digital solutions with special perspectives and approaches. DDP training provides you with the necessary skills for this. Digital solutions - sustainable and innovative. Discover DDP Utilize knowledge Take advantage of our unique source of knowledge on Requirements Engineering, agile concepts, digitialization, and related topics. RE the magazine is available online and free of charge. Published by IREB, written by the community for the community. Discover the magazine IREB – a leader in Requirements Engineering and Digital Design competence. community. certified. IREB is your partner for professional training in Requirements Engineering and Digital Design. With our globally recognized certification programs, we support you in your continuous professional development. You benefit from internationally networked experts and a platform that promotes exchange within the community. Discover how you can expand your knowledge with IREB and prepare yourself optimally for the challenges of modern digital professional fields. About us News & Events Event IREB Roundtable: The Future Requirements Engineer 26.03.2026 16:00 Online Discussing future challenges and opportunities for RE How do we define the tasks that artificial intelligence should take over – and how does that shift the role of Requirements Engineering? In this IREB Roundtable, experts from Fraunhofer IESE and MetaFinanz explore how AI can become a partner in identifying, structuring, and supporting human tasks. We’ll discuss the balance between efficiency and effectiveness, the use of frameworks like the Knowledge Pyramid, and how human-centered thinking remains essential in designing meaningful AI use cases. Join us for practical insights, real-world experiences, and a forward-looking conversation about the future of RE. Learn more Event IREB Community Switzerland | Meetup Zürich 21.04.2026 18:00 - 21.04.2026 Zurich (CH), Simplon Bar, Schützengasse…",
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                    "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": 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 DE on AS20773.",
                    "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 91.250.70.58 geolocates to DE.",
                    "source_type": "ip_enrichment"
                }
            ],
            "urlscan": {
                "domain": "ireb.org",
                "status": "pending",
                "submitted_at": "2026-03-19T08:28:22+00:00",
                "last_checked_at": "2026-03-19T08:28:22+00:00",
                "last_error": "",
                "submitted_url": "https://ireb.org/",
                "summary": "urlscan.io accepted the scan. Waiting for the final report to finish.",
                "uuid": "019d0535-c3bd-7777-bbeb-b9c56d828a7d",
                "result_url": "https://urlscan.io/result/019d0535-c3bd-7777-bbeb-b9c56d828a7d/",
                "api_result_url": "https://urlscan.io/api/v1/result/019d0535-c3bd-7777-bbeb-b9c56d828a7d/",
                "visibility": "public",
                "raw_submit_response": {
                    "message": "Submission successful",
                    "uuid": "019d0535-c3bd-7777-bbeb-b9c56d828a7d",
                    "result": "https://urlscan.io/result/019d0535-c3bd-7777-bbeb-b9c56d828a7d/",
                    "api": "https://urlscan.io/api/v1/result/019d0535-c3bd-7777-bbeb-b9c56d828a7d/",
                    "visibility": "public",
                    "options": [],
                    "url": "https://ireb.org/"
                },
                "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": "recent-crawl",
                "summary": "Running a standard intelligence pass because the current signals need third-party corroboration.",
                "cooldown": {
                    "active": false,
                    "empty_attempts": 0,
                    "next_allowed_at": "",
                    "reason": "",
                    "provider_retry_at": ""
                },
                "suffix": {
                    "tld": "org",
                    "registered_suffix": "org",
                    "class": "high_confidence",
                    "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": 1653,
                    "internal_links_count": 32,
                    "site_name": "IREB",
                    "title": "Home",
                    "is_tracked": false
                }
            },
            "cooldown": {
                "empty_attempts": 1,
                "next_allowed_at": "2026-03-26T08:28:24+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": "recent-crawl"
            },
            "debug": {
                "top_supporting_facts": [],
                "top_positive_facts": [],
                "ignored_candidates": [],
                "budget_ms": 4200,
                "search_budget_ms": 1600,
                "review_budget_ms": 2600,
                "search_mode": "recent-crawl",
                "query_cap": 2,
                "provider_cap": 1,
                "result_cap": 6,
                "review_document_cap": 4,
                "reason": "recent-crawl",
                "priority": 62,
                "eligibility_decision": "run_normal",
                "provider_statuses": {
                    "safebrowsing": "disabled",
                    "abuseipdb": "quota_exhausted",
                    "ipinfo": "ok",
                    "censys": "disabled",
                    "sslmate": "error"
                }
            },
            "last_good": {
                "checked_at": "2026-03-19T08:28:24+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 DE on AS20773.",
                        "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 91.250.70.58 geolocates to DE.",
                        "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 · 76%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "43/100",
                "tone": "spam",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "41/100",
                "tone": "caution",
                "detail": "A higher authority score usually means broader reputation and backlink confidence."
            },
            {
                "label": "Spam risk",
                "value": "21/100",
                "tone": "good",
                "detail": "Lower is better. This blends spam indicators with false-positive protections for legitimate sites."
            },
            {
                "label": "Quality score",
                "value": "73/100",
                "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": "8/100",
                "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": "21.6 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": "134",
                        "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": "9",
                        "tone": "unknown",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "9",
                        "tone": "caution",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "74",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "31",
                        "tone": "caution",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "87/100",
                        "tone": "good",
                        "detail": "Stronger brand signals reduce false positives for legitimate sites."
                    },
                    {
                        "label": "Risk label",
                        "value": "SUSPICIOUS",
                        "tone": "caution",
                        "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 · 958 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "1,653",
                        "tone": "good",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "2 schema · meta · H1",
                        "tone": "good",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "32 internal · 157 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "82/100 · 86/100",
                        "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: 21.6 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Structured data / schema markup detected."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 44,
    "whois": {
        "current": {
            "id": 34012,
            "domain": "ireb.org",
            "source_type": "rdap",
            "rdap_url": "https://rdap.publicinterestregistry.org/rdap/domain/ireb.org",
            "registrar_name": "Mesh Digital Limited",
            "registrar_handle": "1390",
            "registrant_name": "",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "abuse.contact@hosteuropegroup.com",
            "created_date": "2004-09-01 11:33:21",
            "updated_date": "2025-08-07 00:07:57",
            "expires_date": "2026-09-01 11:33:21",
            "nameservers_json": "[\"ns27.domaincontrol.com\",\"ns28.domaincontrol.com\"]",
            "status_json": "[\"active\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "70772d89a159129457f17be43d01489060c083f2deb44e0e6aad2d19bfb790de",
            "history_count": 1,
            "last_checked_at": "2026-03-19 08:28:15",
            "last_changed_at": "2026-03-19 08:28:15",
            "created_at": "2026-03-19 08:28:15",
            "updated_at": "2026-03-19 08:28:15"
        },
        "history": [
            {
                "id": 34807,
                "domain": "ireb.org",
                "source_type": "rdap",
                "registrar_name": "Mesh Digital Limited",
                "registrar_handle": "1390",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "abuse.contact@hosteuropegroup.com",
                "created_date": "2004-09-01 11:33:21",
                "updated_date": "2025-08-07 00:07:57",
                "expires_date": "2026-09-01 11:33:21",
                "nameservers_json": "[\"ns27.domaincontrol.com\",\"ns28.domaincontrol.com\"]",
                "status_json": "[\"active\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "70772d89a159129457f17be43d01489060c083f2deb44e0e6aad2d19bfb790de",
                "checked_at": "2026-03-19 08:28:15",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-19 08:28:15"
            }
        ],
        "signals": {
            "age_years": 21.6,
            "days_to_expiry": 134,
            "days_since_last_registry_update": 255,
            "stability_score": 100,
            "registrar_changes": 0,
            "ownership_changes": 0,
            "nameserver_changes": 0,
            "status_changes": 0,
            "history_entries": 1,
            "privacy_protected": false,
            "dnssec_enabled": false,
            "has_registrant_country": false,
            "registrant_country": "",
            "nameserver_count": 2,
            "status_count": 1
        }
    },
    "discovered_domain": {
        "id": 787818,
        "domain": "ireb.org",
        "first_seen_at": "2026-03-19 08:23:50",
        "last_crawled_at": "2026-03-19 08:28:25",
        "last_title": "Home",
        "last_http_status": 200,
        "discovered_from_domain": "creativit.ch",
        "depth": 2,
        "backlinks_count": 1,
        "rating_cache": 55,
        "spam_score": 48,
        "risk_label": "suspicious",
        "category_name": "Manufacturing & Industrial",
        "primary_country_code": "",
        "internal_links_count": 32,
        "external_links_count": 157,
        "social_profiles_count": 2,
        "content_word_count": 1653,
        "title_quality_score": 53,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "en-US",
        "response_time_ms": 958,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 73,
        "site_name": "IREB",
        "canonical_domain": "ireb.org",
        "favicon_present": 1,
        "schema_org_count": 2,
        "noindex_detected": 0,
        "feed_links_count": 0,
        "https_working": 1,
        "estimated_authority_score": 28,
        "trust_score": 78,
        "nsfw_score": 0,
        "overall_rank_estimate": 17410,
        "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": 71,
        "infrastructure_risk_score": 8,
        "score_confidence": 55,
        "tag_confidence": 40,
        "category_confidence": 22,
        "deep_crawl_pages": 0,
        "resolved_ip": "91.250.70.58",
        "category_candidates_json": "[{\"category\":\"Manufacturing & Industrial\",\"score\":17},{\"category\":\"Education: Courses & Training\",\"score\":6}]",
        "page_signals_json": "[]",
        "score_reasons_json": "[]",
        "route_domain": "ireb.org",
        "display_domain": "ireb.org"
    },
    "explainability": {
        "summary": "ireb.org currently scores 42/100. 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": "56/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "44/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "weighted_contributions": [
            {
                "label": "Quality system",
                "points": "+17.0",
                "tone": "caution",
                "detail": "Technical quality, crawl depth, page structure, and implementation hygiene. Current subsystem score: 50/100."
            },
            {
                "label": "Reputation system",
                "points": "+15.0",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 44/100."
            },
            {
                "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": "-22.0",
                "tone": "risk",
                "detail": "Safety thresholds capped the final score until the risk profile improves."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "41/100 · trust 42/100",
                "tone": "risk",
                "detail": "100 monthly visitors, 74 organic keywords, brand completeness 87/100, engagement 79/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "9 referring domains",
                "tone": "good",
                "detail": "9 backlinks across 9 referring domains. Diversity 96/100; spam penalty 6."
            },
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                "label": "Registry and domain stability",
                "value": "21.6 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 21.6 years · registrar Mesh Digital Limited · expires in 134 days."
            },
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                "label": "Safety and fraud posture",
                "value": "Safety 100/100 · fraud 1/100",
                "tone": "good",
                "detail": "Primary tag T · safety 100/100 · fraud 1/100."
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            "Healthy crawl quality and on-page completeness.",
            "Structured data / schema markup detected.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence."
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            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting.",
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                "value": "2026-03-19 08:28:15",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 1mo ago."
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                "label": "Keyword view",
                "value": "2026-04-19 15:13:39",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
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                "label": "Audience geography",
                "value": "Not captured yet",
                "tone": "unknown",
                "detail": "Audience mix is estimated from available signals rather than first-party audience logs."
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}