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                        "body": "Capgemini - Make it real. Insights linkInsightsExplore our latest thought leadership, ideas, and insights on the issues that are shaping the future of business and society.Learn more Hot topics BackHot topics Reshape your future with AI Leading sustainability The future of technology Marketing for customer experience Conversations for tomorrow The Scale Effect Initiatives with the World Economic Forum Our research library Expert perspectives Industries linkIndustriesChoose a partner with intimate knowledge of your industry and first-hand experience of defining its future.Learn more Aerospace and defense Automotive Banking and capital markets Consumer products Energy and utilities Healthcare High-tech Hospitality and travel Insurance Life sciences Manufacturing Media and entertainment Public sector Retail Telecoms Services linkServicesDiscover our portfolio – constantly evolving to keep pace with the ever-changing needs of our clients.Learn more Cloud Customer first Cybersecurity Data and artificial intelligence Enterprise management Intelligent industry Sustainable business Careers linkCareersBecome part of a diverse collective of free-thinkers, entrepreneurs and experts – and help us to make a difference.Learn more Why join Capgemini Life at Capgemini Meet our people Career paths BackCareer paths Students and graduates Experienced professionals Executives Our professions Careers at Capgemini Engineering Careers at Capgemini Invent Join us BackJoin us Recruitment process Interview tips Job search News linkNewsSee our latest news, and stories from across the business, and explore our archives.Learn more Press releases Analyst recognition Client stories Inside stories Social media Events About us linkAbout usWe are a global leader in partnering with companies to transform and manage their business by harnessing the power of technology.Learn more Who we are BackWho we are What we do The way we work Our innovation ecosystem Values and Ethics Our brands Management and governance BackManagement and governance Board of Directors Executive committee Responsible business Policies Environment, Social & Governance Corporate Social Responsibility BackCorporate Social Responsibility Digital inclusion Diversity and inclusion Environmental sustainability Partnerships Tech4Positive Futures Transforming sports BackTransforming sports Peugeot Sport Rugby Ryder Cup Tour de France The 37th America’s Cup Technology partners Locations Investors Contact us Global | EN Dark and light mode toggle, currently light mode Your location Global | EN WorldwideGlobal | ENAmericasArgentina | ESBrazil | PTCanada | ENCanada | FRColombia | ESGuatemala | ENMexico | ESUnited States | ENAsia PacificAustralia | ENChina | ZHIndia | ENJapan | JPNew Zealand | ENSingapore | ENEurope, Middle East & AfricaAustria | ENBelgium | ENCzech Republic | ENDenmark | ENEgypt | ENFinland | ENFrance | FRGermany | DEHungary | ENItaly | ITMorocco | ENNetherlands | NLNorway | NOPoland | PLPortugal | ENRomania | ENKSA | ENSpain | ESSweden | ENSwitzerland | ENUAE | ENUK | EN Contact us Investors Global | EN Your location Global | EN WorldwideGlobal | ENAmericasArgentina | ESBrazil | PTCanada | ENCanada | FRColombia | ESGuatemala | ENMexico | ESUnited States | ENAsia PacificAustralia | ENChina | ZHIndia | ENJapan | JPNew Zealand | ENSingapore | ENEurope, Middle East & AfricaAustria | ENBelgium | ENCzech Republic | ENDenmark | ENEgypt | ENFinland | ENFrance | FRGermany | DEHungary | ENItaly | ITMorocco | ENNetherlands | NLNorway | NOPoland | PLPortugal | ENRomania | ENKSA | ENSpain | ESSweden | ENS…",
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                    "caution": 0,
                    "scam": 0,
                    "dangerous": 0,
                    "spam": 0,
                    "nsfw": 0
                },
                "counts": {
                    "official_presence": 0,
                    "business_profiles": 0,
                    "positive_reviews": 0,
                    "negative_reviews": 0,
                    "scam_reports": 0,
                    "dangerous_reports": 0,
                    "spam_reports": 0,
                    "adult_reports": 0
                },
                "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": "2026-03-18T19:19:49+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 · 91%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "88/100",
                "tone": "good",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "63/100",
                "tone": "good",
                "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": "100/100",
                "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": "0/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "56/100",
                "tone": "caution",
                "detail": "Higher means the crawler had enough pages and registry evidence to make a stronger call."
            },
            {
                "label": "External evidence",
                "value": "Low",
                "tone": "unknown",
                "detail": "Quality of the structured search and review evidence cluster."
            },
            {
                "label": "External decision",
                "value": "Inconclusive",
                "tone": "unknown",
                "detail": "How third-party evidence compares with the current candidate tag."
            },
            {
                "label": "NSFW score",
                "value": "0/100",
                "tone": "good",
                "detail": "Context-aware adult-content detection with medical / educational false-positive reduction."
            },
            {
                "label": "Registry stability",
                "value": "100/100",
                "tone": "good",
                "detail": "Based on age, expiry runway, and the amount of ownership / registrar churn."
            }
        ],
        "signal_sections": [
            {
                "title": "Registry & ownership",
                "items": [
                    {
                        "label": "Domain age",
                        "value": "30.5 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": "185",
                        "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 on · privacy off",
                        "tone": "good",
                        "detail": "DNSSEC strengthens DNS trust; privacy is neutral on its own."
                    }
                ]
            },
            {
                "title": "Reputation & search evidence",
                "items": [
                    {
                        "label": "Backlinks",
                        "value": "23",
                        "tone": "caution",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "23",
                        "tone": "good",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "106",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "124",
                        "tone": "good",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "92/100",
                        "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 · 239 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "2,485",
                        "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": "157 internal · 6 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "100/100 · 95/100",
                        "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: 30.5 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Strong reputation profile with authority 63/100 and trust 88/100.",
            "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": 75,
    "whois": {
        "current": {
            "id": 4240,
            "domain": "capgemini.com",
            "source_type": "rdap",
            "rdap_url": "https://rdap.verisign.com/com/v1/domain/CAPGEMINI.COM",
            "registrar_name": "SafeNames Ltd.",
            "registrar_handle": "447",
            "registrant_name": "",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "abuse@safenames.net",
            "created_date": "1995-10-17 04:00:00",
            "updated_date": "2025-10-17 00:06:38",
            "expires_date": "2026-10-16 04:00:00",
            "nameservers_json": "[\"dns1.p03.nsone.net\",\"dns2.p03.nsone.net\",\"dns3.p03.nsone.net\",\"dns4.p03.nsone.net\"]",
            "status_json": "[\"client delete prohibited\",\"client transfer prohibited\",\"client update prohibited\"]",
            "dnssec": "signed",
            "privacy_protected": 0,
            "content_hash": "e00c79a5f15777b01fe9ab12dcbb49282c919a204122c038840748522bb2e2d8",
            "history_count": 2,
            "last_checked_at": "2026-03-30 21:37:10",
            "last_changed_at": "2026-03-30 21:37:10",
            "created_at": "2026-03-16 04:29:04",
            "updated_at": "2026-03-30 21:37:10"
        },
        "history": [
            {
                "id": 72734,
                "domain": "capgemini.com",
                "source_type": "rdap",
                "registrar_name": "SafeNames Ltd.",
                "registrar_handle": "447",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "abuse@safenames.net",
                "created_date": "1995-10-17 04:00:00",
                "updated_date": "2025-10-17 00:06:38",
                "expires_date": "2026-10-16 04:00:00",
                "nameservers_json": "[\"dns1.p03.nsone.net\",\"dns2.p03.nsone.net\",\"dns3.p03.nsone.net\",\"dns4.p03.nsone.net\"]",
                "status_json": "[\"client delete prohibited\",\"client transfer prohibited\",\"client update prohibited\"]",
                "dnssec": "signed",
                "privacy_protected": 0,
                "content_hash": "e00c79a5f15777b01fe9ab12dcbb49282c919a204122c038840748522bb2e2d8",
                "checked_at": "2026-03-30 21:37:10",
                "change_summary": "Periodic WHOIS snapshot refreshed with no major field changes.",
                "created_at": "2026-03-30 21:37:10"
            },
            {
                "id": 4553,
                "domain": "capgemini.com",
                "source_type": "rdap",
                "registrar_name": "SafeNames Ltd.",
                "registrar_handle": "447",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "",
                "created_date": "1995-10-17 04:00:00",
                "updated_date": "2025-10-17 00:06:38",
                "expires_date": "2026-10-16 04:00:00",
                "nameservers_json": "[\"dns1.p03.nsone.net\",\"dns2.p03.nsone.net\",\"dns3.p03.nsone.net\",\"dns4.p03.nsone.net\"]",
                "status_json": "[\"client delete prohibited\",\"client transfer prohibited\",\"client update prohibited\"]",
                "dnssec": "signed",
                "privacy_protected": 0,
                "content_hash": "3e6f965adc307a1fcf4965227d83b8e8fa61cdd85f17a431667816655f9bfeb0",
                "checked_at": "2026-03-16 04:29:04",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-16 04:29:04"
            }
        ],
        "signals": {
            "age_years": 30.5,
            "days_to_expiry": 185,
            "days_since_last_registry_update": 178,
            "stability_score": 100,
            "registrar_changes": 0,
            "ownership_changes": 0,
            "nameserver_changes": 0,
            "status_changes": 0,
            "history_entries": 2,
            "privacy_protected": false,
            "dnssec_enabled": true,
            "has_registrant_country": false,
            "registrant_country": "",
            "nameserver_count": 4,
            "status_count": 3
        }
    },
    "discovered_domain": {
        "id": 70557,
        "domain": "capgemini.com",
        "first_seen_at": "2026-03-15 19:10:31",
        "last_crawled_at": "2026-04-02 19:15:33",
        "last_title": "Capgemini - Make it real.",
        "last_http_status": 200,
        "discovered_from_domain": "apell.info",
        "depth": 1,
        "backlinks_count": 23,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "Business",
        "primary_country_code": "",
        "internal_links_count": 157,
        "external_links_count": 6,
        "social_profiles_count": 4,
        "content_word_count": 2485,
        "title_quality_score": 93,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "en-US",
        "response_time_ms": 239,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 100,
        "site_name": "Capgemini",
        "canonical_domain": "",
        "favicon_present": 1,
        "schema_org_count": 1,
        "noindex_detected": 0,
        "feed_links_count": 3,
        "https_working": 1,
        "estimated_authority_score": 46,
        "trust_score": 91,
        "nsfw_score": 0,
        "overall_rank_estimate": 1104515,
        "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": 0,
        "score_confidence": 54,
        "tag_confidence": 28,
        "category_confidence": 24,
        "deep_crawl_pages": 0,
        "resolved_ip": "192.0.66.152",
        "category_candidates_json": "[{\"category\":\"Business\",\"score\":22},{\"category\":\"Technology\",\"score\":17}]",
        "page_signals_json": "[]",
        "score_reasons_json": "[\"Category confidence was reduced, so the classifier fell back to the broader parent category.\",\"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": "capgemini.com",
        "display_domain": "capgemini.com"
    },
    "explainability": {
        "summary": "capgemini.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": "54/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "75/100"
            },
            {
                "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": "+18.7",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 55/100."
            },
            {
                "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": "61/100 · trust 84/100",
                "tone": "good",
                "detail": "537 monthly visitors, 106 organic keywords, brand completeness 92/100, engagement 85/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "23 referring domains",
                "tone": "good",
                "detail": "23 backlinks across 23 referring domains. Diversity 98/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "30.5 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 30.5 years · registrar SafeNames Ltd. · expires in 185 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: 30.5 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Strong reputation profile with authority 63/100 and trust 88/100.",
            "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."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-02 19:15:33",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 10d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-30 21:37:10",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 13d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-13 14:50:27",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-13 14:50:27",
                "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": "2026-04-13T14:50:27+00:00",
        "domain": "capgemini.com",
        "display_name": "Capgemini",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 68,
        "authority_score": 61,
        "trust_score": 84,
        "safety_score": 100,
        "fraud_score": 0,
        "confidence_score": 54,
        "traffic_confidence": 75,
        "last_crawled_at": "2026-04-02 19:15:33",
        "crawl_blocked": false,
        "summary": "capgemini.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": "54/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "75/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "top_positive_signals": [
            "Established domain age: 30.5 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Strong reputation profile with authority 63/100 and trust 88/100.",
            "Healthy crawl quality and on-page completeness.",
            "Search evidence is broad enough to classify with better confidence."
        ],
        "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": "2026-04-02 19:15:33",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 10d ago."
            },
            {
                "label": "WHOIS snapshot",
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