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                        "body": "Formation de formateur certifiante & gratuite à distance - Digiforma Academy Présentation FAQ Connexion La communauté gratuite pour se former à la formation professionnelle La Digiforma Academy est la plateforme e-learning 100% gratuite destinée aux professionnels de la formation et enrichie par une communauté de plus de 6000 membres. Des parcours riches en contenus pour apprendre pas à pas Chaque parcours est découpé en séquences, avec du contenu tel que du texte, vidéos, quizs, webinaires, etc... que vous pouvez consulter dans l’ordre que vous souhaitez afin de compléter votre parcours. Des thèmes pour progresser de manière méthodique Maîtriser Digiforma, vendre ses formations, mieux former en présentiel et en distanciel sont quelques uns des thèmes qui vous sont proposés. Commencer Débutant Créer et gérer son activité de formation Commencer Débutant Former à distance Commencer Novice Initiation 1 : Vos premiers pas sur Digiforma Commencer Débutant Vendre plus et mieux avec le webmarketing Commencer Intermédiaire Admin - Respecter la réglementation avec Digiforma Commencer Intermédiaire CRM - Faire son suivi commercial dans Digiforma Commencer Débutant Admin Faire sa gestion quotidienne dans Digiforma Commencer Débutant Admin - Paramétrer son compte Digiforma Commencer Intermédiaire E-learning - Former à distance avec Digiforma Commencer Novice Initiation 2 : Aller plus loin avec Digiforma Commencer Intermédiaire Le RGPD pour les organismes de formation Commencer Intermédiaire Admin+ : Faire sa gestion avancée dans Digiforma Commencer Présentation Le secteur de la formation décodé ! Des outils pensés par et pour des professionnels de la formation. Les meilleurs experts vous forment en e-learning Sur l'Academy, montez en compétences sur l'ensemble des thèmes de la formation professionnelle grâce aux parcours conçus par des spécialistes Des événements hebdomadaires pour échanger entre pairs. Rejoignez la communauté OF Connect et retrouvez nos événements thématiques. La plateforme la plus moderne pour découvrir et progresser sur le monde de la formation professionnelle. Que vous soyez formateur débutant ou confirmé, nos parcours vous accompagnent sur tous les aspects de votre métier. Vous êtes convaincus ? Commencer Je me connecte FAQ Une question ? On y répond ici ! Qui se cache derrière la Digiforma Academy ? La Digiforma Academy est une plateforme elearning de montée en compétences dédiée aux professionnels de la formation. Elle est développée et entretenue par les équipes de Digiforma, le logiciel leader de la formation professionnelle, et enrichie et animée par OF Connect, la communauté gratuite des organismes de formation. Puis-je me créer un compte sur l'Academy si je n'ai pas de compte Digiforma ? Oui, vous pouvez créer un compte sur l’Académie même si vous n’avez pas de compte Digiforma. Lorsque vous créez un compte sur l’Académie, vos identifiants sont automatiquement partagés sur toutes nos plateformes, y compris Digiforma et Digiforma-Veille. Cela signifie qu’une fois inscrit sur l’Académie, vous pouvez utiliser les mêmes identifiants de connexion pour accéder à vos comptes Digiforma et Digiforma-Veille sans avoir à vous inscrire séparément. En bref, créer un compte sur une application vous donne accès en toute transparence à toutes nos applications connectées ! Eco système La formation est notre métier ! Digiforma Academy s’inscrit dans un écosystème dédié à la formation professionnelle : rejoignez nos autres projets impactants ! Skills.hr La solution qui simplifie le suivi des formations dans votre entreprise En savoir p…",
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Parcours certifiants, webinaires d'experts et communauté pour lancer ou développer votre activité.\"> <link rel=\"canonical\" href=\"https://www.digiforma.academy/\"> <link rel=\"icon\" type=\"image/x-icon\" href=\"/images/logo/academy_sigle_square-8c642e6df79dad271b999a78f6065e6a.png?vsn=d\"> <link phx-track-static rel=\"stylesheet\" href=\"/assets/tailwind-553cda1527b8dc1a0ff0b91ff8803211.css?vsn=d\"> <link phx-track-static rel=\"stylesheet\" href=\"/assets/app-4981a835233c686247ac57d19437bbb5.css?vsn=d\"> <link href=\"https://fonts.googleapis.com/css2?family=Lato:wght@400;700;900&family=Poppins:ital,wght@0,400;0,600;0,700;0,800;1,400;1,600;1,800&display=swap\" rel=\"stylesheet\" media=\"print\" onload=\"this.media='all'\"> <noscript> <link href=\"https://fonts.googleapis.com/css2?family=Lato:wght@400;700;900&family=Poppins:ital,wght@0,400;0,600;0,700;0,800;1,400;1,600;1,800&display=swap\" rel=\"stylesheet\"> </noscript> <!-- Google Tag Manager --> <script> (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-MHS3TXMC'); </script> <!-- End Google Tag Manager --> <script defer phx-track-static type=\"module\" src=\"/assets/app-866c23450f116d95afa50b9da82cb9e2.js?vsn=d\"> </script> </head> <body class=\"bg-[#F7F4FF] h-full text-base antialiased\"> <div id=\"phx-GJ5LMblX1cLO-g2G\" data-phx-main data-phx-session=\"SFMyNTY.g2gDaAJhBnQAAAAIdwJpZG0AAAAUcGh4LUdKNUxNYmxYMWNMTy1nMkd3B3Nlc3Npb250AAAAAHcEdmlld3coRWxpeGlyLkFjYWRlbXlXZWIuVXNlci5MYW5kaW5nTGl2ZS5JbmRleHcKcGFyZW50X3BpZHcDbmlsdwZyb3V0ZXJ3GEVsaXhpci5BY2FkZW15V2ViLlJvdXRlcncIcm9vdF9waWR3A25pbHcJcm9vdF92aWV3dyhFbGl4aXIuQWNhZGVteVdlYi5Vc2VyLkxhbmRpbmdMaXZlLkluZGV4dxFsaXZlX3Nlc3Npb25fbmFtZXcQdXNlcl9wdWJsaWNfYXV0aG4GAA9z8QadAWIAAVGA.qADLidFGUf3QjW3meY2F2cOHYcMDQVwRMPHiQo00br4\" data-phx-static=\"SFMyNTY.g2gDaAJhBnQAAAADdwJpZG0AAAAUcGh4LUdKNUxNYmxYMWNMTy1nMkd3BWZsYXNodAAAAAB3CmFzc2lnbl9uZXdsAAAAAXcMY3VycmVudF91c2Vyam4GAA9z8QadAWIAAVGA._1dWlEd97aiBBX3xRYNF20e4cPBQSUM7E8eK3AwQ15o\"><main role=\"main\" class=\"h-full\"> <div> <div class=\"rounded-b-[50px] relative z-0 overflow-hidden bg-indigo-900 bg-gradient-to-t from-violet-600 to-indigo-900 px-2 pt-8 sm:rounded-b-[75px] sm:px-16 lg:rounded-b-10p xl:px-32 2xl:px-48\"> <img alt=\"\" class=\"aspect-square absolute top-0 left-0 z-10 w-1/3\" src=\"/images/landing_page_images/circle_quarter-6db29e4565dd7018bac165ee80ebc5af.png?vsn=d\"> <img class=\"absolute top-0 right-0 z-10 w-1/2\" src=\"/images/landing_page_images/bg-image-202f7e4b34546a5422662522694210dc.png?vsn=d\" alt=\"\"> <div class=\"max-w-[1500px] relative z-20 mx-auto\"> <div class=\" flex flex-col items-center gap-x-3 md:flex-row md:justify-between\"> <div class=\"min-w-[200px] max-w-[384px] z-20\"> <img src=\"/images/logo/academy_blanc_cropped-6457efe46761c82dceebb6395890d895.png?vsn=d\" alt=\"Logo\"> </div> <div class=\"flex flex-row items-center gap-x-6 md:gap-x-10\"> <a href=\"#presentation\" class=\"text-white\">Présentation</a> <a href=\"#faq\" class=\"text-white\">FAQ</a> <a href=\"/oidcc/authorize\" class=\"flex px-5 py-2.5 rounded-full fill-yellow-900 bg-amber-500 text-yellow-900 outline-none text-center items-center justify-center font-semibold text-sm min-h-10 focus:ring-amber-300 focus:outline-none focus:ring active:bg-amber-500 hover:bg-amber-700\"> <div class=\"pointer-events-none flex w-full items-center justify-center gap-x-2\"> <svg xmlns=\"http://www.w3.org/2000/svg\" class=\"shrink-0\" width=\"16\" height=\"16\" viewBox=\"0 -960 960 960\"> <path d=\"M480-480q-66 0-113-47t-47-113q0-66 47-113t113-47q66 0 113 47t47 113q0 66-47 113t-113 47ZM160-240v-32q0-34 17.5-62.5T224-378q62-31 126-46.5T480-440q66 0 130 15.5T736-378q29 15 46.5 43.5T800-272v32q0 33-23.5 56.5T720-160H240q-33 0-56.5-23.5T160-240Zm80 0h480v-32q0-11-5.5-20T700-306q-54-27-109-40.5T480-360q-56 0-111 13.5T260-306q-9 5-14.5 14t-5.5 20v32Zm240-320q33 0 56.5-23.5T560-640q0-33-23.5-56.5T480-720q-33 0-56.5 23.5T400-640q0 33 23.5 56.5T480-560Zm0-80Zm0 400Z…",
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            {
                "label": "Authority score",
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            {
                "label": "Spam risk",
                "value": "0/100",
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            },
            {
                "label": "Quality score",
                "value": "78/100",
                "tone": "good",
                "detail": "Based on crawl quality, content completeness, and technical evidence."
            },
            {
                "label": "Safety score",
                "value": "100/100",
                "tone": "good",
                "detail": "Higher is safer. Direct fraud signals can heavily cap this even when SEO signals look strong."
            },
            {
                "label": "Fraud score",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This reflects phishing, drainer, fake-support, fake-shop, and malware signals."
            },
            {
                "label": "Infrastructure risk",
                "value": "1/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "54/100",
                "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": "2.9 years",
                        "tone": "caution",
                        "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": "1,150",
                        "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": "2",
                        "tone": "unknown",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "2",
                        "tone": "unknown",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "30",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "14",
                        "tone": "caution",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "61/100",
                        "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 · 178 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "610",
                        "tone": "good",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "0 schema · meta · H1",
                        "tone": "caution",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "17 internal · 3 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "100/100 · 84/100",
                        "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": [
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 43,
    "whois": {
        "current": {
            "id": 38100,
            "domain": "digiforma.academy",
            "source_type": "rdap",
            "rdap_url": "https://rdap.identitydigital.services/rdap/domain/digiforma.academy",
            "registrar_name": "Gandi SAS",
            "registrar_handle": "81",
            "registrant_name": "",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "abuse@support.gandi.net",
            "created_date": "2023-06-24 14:01:36",
            "updated_date": "2025-05-03 10:23:34",
            "expires_date": "2029-06-24 14:01:36",
            "nameservers_json": "[\"ns-152-b.gandi.net\",\"ns-183-c.gandi.net\",\"ns-51-a.gandi.net\"]",
            "status_json": "[\"client transfer prohibited\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "6e4bb748b4f162cbb5aa579f5f839797d1e512c4fd5684d71e24f8a5b980d31c",
            "history_count": 1,
            "last_checked_at": "2026-04-11 23:08:35",
            "last_changed_at": "2026-03-19 16:32:59",
            "created_at": "2026-03-19 16:33:00",
            "updated_at": "2026-04-11 23:08:35"
        },
        "history": [
            {
                "id": 38949,
                "domain": "digiforma.academy",
                "source_type": "rdap",
                "registrar_name": "Gandi SAS",
                "registrar_handle": "81",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "abuse@support.gandi.net",
                "created_date": "2023-06-24 14:01:36",
                "updated_date": "2025-05-03 10:23:34",
                "expires_date": "2029-06-24 14:01:36",
                "nameservers_json": "[\"ns-152-b.gandi.net\",\"ns-183-c.gandi.net\",\"ns-51-a.gandi.net\"]",
                "status_json": "[\"client transfer prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "6e4bb748b4f162cbb5aa579f5f839797d1e512c4fd5684d71e24f8a5b980d31c",
                "checked_at": "2026-03-19 16:32:59",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-19 16:32:59"
            }
        ],
        "signals": {
            "age_years": 2.9,
            "days_to_expiry": 1150,
            "days_since_last_registry_update": 362,
            "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": 3,
            "status_count": 1
        }
    },
    "discovered_domain": {
        "id": 93741,
        "domain": "digiforma.academy",
        "first_seen_at": "2026-03-15 21:33:00",
        "last_crawled_at": "2026-04-11 23:08:45",
        "last_title": "Formation de formateur certifiante & gratuite à distance - Digiforma Academy",
        "last_http_status": 200,
        "discovered_from_domain": "catalogueformpro.com",
        "depth": 0,
        "backlinks_count": 2,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "Education",
        "primary_country_code": "",
        "internal_links_count": 17,
        "external_links_count": 3,
        "social_profiles_count": 0,
        "content_word_count": 610,
        "title_quality_score": 79,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "fr",
        "response_time_ms": 178,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 78,
        "site_name": "",
        "canonical_domain": "",
        "favicon_present": 1,
        "schema_org_count": 0,
        "noindex_detected": 0,
        "feed_links_count": 0,
        "https_working": 1,
        "estimated_authority_score": 29,
        "trust_score": 70,
        "nsfw_score": 0,
        "overall_rank_estimate": 4472187,
        "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": 48,
        "infrastructure_risk_score": 1,
        "score_confidence": 52,
        "tag_confidence": 26,
        "category_confidence": 16,
        "deep_crawl_pages": 0,
        "resolved_ip": "217.70.184.55",
        "category_candidates_json": "[{\"category\":\"Education\",\"score\":22},{\"category\":\"Sports\",\"score\":22}]",
        "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": "digiforma.academy",
        "display_domain": "digiforma.academy"
    },
    "explainability": {
        "summary": "digiforma.academy currently scores 64/100. The score is being shaped by a mixed signal profile rather than one dominant factor. Evidence confidence is moderate, so the score should settle further after more crawl depth or registry checks. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.",
        "badges": [
            {
                "label": "Profile",
                "value": "Estimated profile",
                "tone": "unknown",
                "detail": null
            },
            {
                "label": "Evidence confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "53/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "43/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "weighted_contributions": [
            {
                "label": "Quality system",
                "points": "+20.7",
                "tone": "caution",
                "detail": "Technical quality, crawl depth, page structure, and implementation hygiene. Current subsystem score: 61/100."
            },
            {
                "label": "Reputation system",
                "points": "+12.6",
                "tone": "risk",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 37/100."
            },
            {
                "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": "-1.0",
                "tone": "risk",
                "detail": "Safety thresholds capped the final score until the risk profile improves."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "31/100 · trust 63/100",
                "tone": "caution",
                "detail": "109 monthly visitors, 30 organic keywords, brand completeness 61/100, engagement 79/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "2 referring domains",
                "tone": "good",
                "detail": "2 backlinks across 2 referring domains. Diversity 93/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "2.9 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 2.9 years · registrar Gandi SAS · expires in 1,150 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": [
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "HTTPS is working, so the site clears a basic transport-security check.",
            "Backlink diversity looks broad enough to strengthen authority confidence."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting.",
            "Traffic and reach estimates are still low confidence, so commercial scale signals may move after more evidence is collected."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-11 23:08:45",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 19d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-04-11 23:08:35",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 19d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-05-01 06:28:14",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-05-01 06:28:14",
                "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": 65,
        "fraud_clamp_penalty": 1,
        "final_score": 64
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-05-01T06:28:14+00:00",
        "domain": "digiforma.academy",
        "display_name": "Formation de formateur certifiante & gratuite à distance",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 64,
        "authority_score": 31,
        "trust_score": 63,
        "safety_score": 100,
        "fraud_score": 0,
        "confidence_score": 53,
        "traffic_confidence": 43,
        "last_crawled_at": "2026-04-11 23:08:45",
        "crawl_blocked": false,
        "summary": "digiforma.academy currently scores 64/100. The score is being shaped by a mixed signal profile rather than one dominant factor. Evidence confidence is moderate, so the score should settle further after more crawl depth or registry checks. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.",
        "badges": [
            {
                "label": "Profile",
                "value": "Estimated profile",
                "tone": "unknown",
                "detail": null
            },
            {
                "label": "Evidence confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "53/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "43/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "top_positive_signals": [
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "HTTPS is working, so the site clears a basic transport-security check.",
            "Backlink diversity looks broad enough to strengthen authority confidence."
        ],
        "top_risk_signals": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting.",
            "Traffic and reach estimates are still low confidence, so commercial scale signals may move after more evidence is collected."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-11 23:08:45",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 19d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-04-11 23:08:35",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 19d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-05-01 06:28:14",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-05-01 06:28:14",
                "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": "2026-05-01T07:52:28+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/digiforma.academy/refresh",
        "isGuestCooldown": false,
        "cooldownSeconds": 0
    },
    "urlscan_report": {
        "domain": "digiforma.academy",
        "status": "error",
        "submitted_at": "2026-03-19T16:33:00+00:00",
        "completed_at": null,
        "last_checked_at": "2026-03-19T16:33:00+00:00",
        "last_error": "Rate limit for 'public' exceeded. Limit is 5000 per day. Reset in 26819 seconds.",
        "submitted_url": "https://digiforma.academy/",
        "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
    }
}