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                        "body": "Smashing Magazine — For Web Designers And DevelopersSkip to main content Jump to list of all articles Jump to all topicsArticlesBooksEventsMembershipNewsletterWrite for usAdvertise More Less Menu LessArticlesBooksEventsMembershipNewsletterWrite for usAdvertise Clear SearchAccessibilityUXCSSJavaScriptPerformanceDesignFigmaWallpapersReactVueRound-UpsWeb DesignGuidesBusinessCareerPrivacyJump to all articles ↬Alan Cohen wroteAnime vs. Marvel/DC: Designing Digital Products With Emotion In FlowMar 17, 2026 in Design, UX, InspirationDesign is about pacing and feelings as much as pixels and patterns. Alan Cohen explores Emotion in Flow and Emotion in Conflict, showing how anime like Dan Da Dan and superhero films like James Gunn’s Superman manage emotional shifts and translating those ideas into practical patterns for product design.Continue reading ↬Joe Attardi / Mar 13, 2026 in JavaScript, API, CodingMoving From Moment.js To The JS Temporal APIBrecht De Ruyte / Mar 12, 2026 in CSS, UI, Web DesignBeyond border-radius: What The CSS corner-shape Property Unlocks For Everyday UI Email NewsletterUseful front-end & UX tips, delivered once a week.With tools to help you get your work done better. Subscribe and get Vitaly’s Smart Interface Design Checklists PDF delivered straight into your inbox. 🎁Your (smashing) email On front-end & UX. Trusted by 182,000+ folks.Accessible Front-End ComponentsReliable accessible UI components: :focus styles, modals, date pickers, navigation, tables, buttons, SVGs.Explore Accessible ComponentsCSS Generators & ToolsUseful CSS tools for animations, shadows, cubic-bezier curves, easing gradients, filters, overlays, type scales.Explore CSS GeneratorsFront-End Boilerplates & Starter KitsHTML boilerplates, CSS resets, forms, dev themes, gitignore, CSS snippets, static sites, style guides.Explore Front-End BoilerplatesSee All GuidesLatest PostsSunil Sandhu wroteBuilding Dynamic Forms In React And Next.jsSome forms stay UI, while others quietly become rule engines. Here’s why these two different approaches exist and how to choose between them.March 10, 2026 in JavaScript, React, CodingAnders Toxboe wrotePersuasive Design: Ten Years LaterMany product teams still lean on usability improvements and isolated behavioral tweaks to address weak activation, drop-offs, and low retention – only to see results plateau or slip into shallow gamification. Anders Toxboe updates persuasive design for today’s reality, clarifying what has actually held up over the last decade.March 9, 2026 in UX, Design, PsychologyCarrie Webster wroteHuman Strategy In An AI-Accelerated WorkflowUX design is entering a new phase, with designers shifting from makers of outputs to directors of intent. AI can now generate wireframes, prototypes, and even design systems in minutes, but UX has never been only about creating interfaces. It’s about navigating ambiguity, advocating for humans in systems optimised for efficiency, and solving their problems through thoughtful design.March 6, 2026 in Workflow, AI, UXAri Stiles wroteNow Shipping: Accessible UX Research, A New Smashing Book By Michele WilliamsOur newest Smashing Book, “Accessible UX Research” by Michele Williams, is finally shipping worldwide — and we couldn’t be happier! This book is about research, but you’ll also learn about assistive technology, different types of disability, and how to build accessibility into the entire design process. This thoughtful book will get you thinking about ways to make your UX research more inclusive and thorough, no matter your budget or timeline. Jump to the book detail…",
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                "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": 100,
                "host_coverage_score": 20,
                "source_type_coverage_score": 25,
                "qualified_evidence_score": 0,
                "exact_match_documents": 0,
                "blocked_candidates": 0,
                "used_direct_fallback": true,
                "external_results_found": 0
            },
            "decision": {
                "state": "insufficient",
                "uncertainty": true,
                "candidate_support": 0,
                "candidate_contradiction": 0,
                "supports": {
                    "dangerous": false,
                    "scam": false,
                    "spam": false,
                    "nsfw": false,
                    "trusted": false
                },
                "evidence_quality": "low",
                "state_label": "Inconclusive",
                "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
            },
            "signals": {
                "scores": {
                    "legit": 0,
                    "safe": 0,
                    "trusted": 0,
                    "caution": 0,
                    "scam": 0,
                    "dangerous": 0,
                    "spam": 0,
                    "nsfw": 0
                },
                "counts": {
                    "official_presence": 0,
                    "business_profiles": 0,
                    "positive_reviews": 0,
                    "negative_reviews": 0,
                    "scam_reports": 0,
                    "dangerous_reports": 0,
                    "spam_reports": 0,
                    "adult_reports": 0
                },
                "candidate_support": 0,
                "candidate_contradiction": 0,
                "highlights": [
                    "External evidence remained inconclusive because diversity, exact matching, or confidence was still too weak."
                ]
            },
            "citations": [],
            "debug": {
                "top_supporting_facts": [],
                "top_positive_facts": [],
                "ignored_candidates": [],
                "budget_ms": 3000,
                "search_budget_ms": 3000,
                "review_budget_ms": 1500,
                "search_mode": "post-processing",
                "query_cap": 12,
                "provider_cap": 2,
                "reason": "post-processing",
                "priority": 92
            },
            "last_good": {
                "checked_at": "2026-03-19T00:27:47+00:00",
                "summary": "External checks ran, but the verified result set was still too sparse to harden the verdict.",
                "decision": {
                    "state": "insufficient",
                    "uncertainty": true,
                    "candidate_support": 0,
                    "candidate_contradiction": 0,
                    "supports": {
                        "dangerous": false,
                        "scam": false,
                        "spam": false,
                        "nsfw": false,
                        "trusted": false
                    },
                    "evidence_quality": "low",
                    "state_label": "Inconclusive",
                    "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
                },
                "signals": {
                    "scores": {
                        "legit": 0,
                        "safe": 0,
                        "trusted": 0,
                        "caution": 0,
                        "scam": 0,
                        "dangerous": 0,
                        "spam": 0,
                        "nsfw": 0
                    },
                    "counts": {
                        "official_presence": 0,
                        "business_profiles": 0,
                        "positive_reviews": 0,
                        "negative_reviews": 0,
                        "scam_reports": 0,
                        "dangerous_reports": 0,
                        "spam_reports": 0,
                        "adult_reports": 0
                    },
                    "candidate_support": 0,
                    "candidate_contradiction": 0,
                    "highlights": [
                        "External evidence remained inconclusive because diversity, exact matching, or confidence was still too weak."
                    ]
                },
                "citations": []
            }
        },
        "external_decision": {
            "state": "insufficient",
            "uncertainty": true,
            "candidate_support": 0,
            "candidate_contradiction": 0,
            "supports": {
                "dangerous": false,
                "scam": false,
                "spam": false,
                "nsfw": false,
                "trusted": false
            },
            "evidence_quality": "low",
            "state_label": "Inconclusive",
            "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
        },
        "signal_scores": [
            {
                "label": "Strongest tag heuristic",
                "value": "T · 88%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "83/100",
                "tone": "good",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "58/100",
                "tone": "caution",
                "detail": "A higher authority score usually means broader reputation and backlink confidence."
            },
            {
                "label": "Spam risk",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This blends spam indicators with false-positive protections for legitimate sites."
            },
            {
                "label": "Quality score",
                "value": "95/100",
                "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": "4/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "58/100",
                "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": "19.6 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": "128",
                        "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": "34",
                        "tone": "caution",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "34",
                        "tone": "good",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "100",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "88",
                        "tone": "caution",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "85/100",
                        "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 · 119 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "3,176",
                        "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": "108 internal · 19 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "100/100 · 91/100",
                        "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: 19.6 years.",
            "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": 73,
    "whois": {
        "current": {
            "id": 3592,
            "domain": "smashingmagazine.com",
            "source_type": "rdap",
            "rdap_url": "https://rdap.verisign.com/com/v1/domain/SMASHINGMAGAZINE.COM",
            "registrar_name": "eNom, LLC",
            "registrar_handle": "48",
            "registrant_name": "",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "abuse@enom.com",
            "created_date": "2006-08-25 12:56:49",
            "updated_date": "2025-07-31 09:01:11",
            "expires_date": "2026-08-25 12:56:49",
            "nameservers_json": "[\"dns1.p06.nsone.net\",\"dns2.p06.nsone.net\",\"dns3.p06.nsone.net\",\"dns4.p06.nsone.net\"]",
            "status_json": "[\"client transfer prohibited\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "ec25e0622c6d168c5f9916855d941f6ea13352002d094d3e2f7f5c38d509e5b3",
            "history_count": 2,
            "last_checked_at": "2026-04-13 22:31:37",
            "last_changed_at": "2026-03-30 09:51:44",
            "created_at": "2026-03-16 01:32:07",
            "updated_at": "2026-04-13 22:31:37"
        },
        "history": [
            {
                "id": 71396,
                "domain": "smashingmagazine.com",
                "source_type": "rdap",
                "registrar_name": "eNom, LLC",
                "registrar_handle": "48",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "abuse@enom.com",
                "created_date": "2006-08-25 12:56:49",
                "updated_date": "2025-07-31 09:01:11",
                "expires_date": "2026-08-25 12:56:49",
                "nameservers_json": "[\"dns1.p06.nsone.net\",\"dns2.p06.nsone.net\",\"dns3.p06.nsone.net\",\"dns4.p06.nsone.net\"]",
                "status_json": "[\"client transfer prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "ec25e0622c6d168c5f9916855d941f6ea13352002d094d3e2f7f5c38d509e5b3",
                "checked_at": "2026-03-30 09:51:44",
                "change_summary": "Periodic WHOIS snapshot refreshed with no major field changes.",
                "created_at": "2026-03-30 09:51:44"
            },
            {
                "id": 3905,
                "domain": "smashingmagazine.com",
                "source_type": "rdap",
                "registrar_name": "eNom, LLC",
                "registrar_handle": "48",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "",
                "created_date": "2006-08-25 12:56:49",
                "updated_date": "2025-07-31 09:01:11",
                "expires_date": "2026-08-25 12:56:49",
                "nameservers_json": "[\"dns1.p06.nsone.net\",\"dns2.p06.nsone.net\",\"dns3.p06.nsone.net\",\"dns4.p06.nsone.net\"]",
                "status_json": "[\"client transfer prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "cf5b41494684280d605f397a3dbbe0de1846611186c352ec03d1d610f0c06fb8",
                "checked_at": "2026-03-16 01:32:07",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-16 01:32:07"
            }
        ],
        "signals": {
            "age_years": 19.6,
            "days_to_expiry": 128,
            "days_since_last_registry_update": 261,
            "stability_score": 100,
            "registrar_changes": 0,
            "ownership_changes": 0,
            "nameserver_changes": 0,
            "status_changes": 0,
            "history_entries": 2,
            "privacy_protected": false,
            "dnssec_enabled": false,
            "has_registrant_country": false,
            "registrant_country": "",
            "nameserver_count": 4,
            "status_count": 1
        }
    },
    "discovered_domain": {
        "id": 48585,
        "domain": "smashingmagazine.com",
        "first_seen_at": "2026-03-15 16:17:35",
        "last_crawled_at": "2026-04-18 23:57:48",
        "last_title": "Smashing Magazine — For Web Designers And Developers",
        "last_http_status": 200,
        "discovered_from_domain": "optimiced.com",
        "depth": 1,
        "backlinks_count": 34,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "News & Media: Blogs & Magazines",
        "primary_country_code": "",
        "internal_links_count": 108,
        "external_links_count": 19,
        "social_profiles_count": 3,
        "content_word_count": 3176,
        "title_quality_score": 93,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "en",
        "response_time_ms": 119,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 95,
        "site_name": "Smashing Magazine",
        "canonical_domain": "",
        "favicon_present": 1,
        "schema_org_count": 0,
        "noindex_detected": 0,
        "feed_links_count": 1,
        "https_working": 1,
        "estimated_authority_score": 44,
        "trust_score": 85,
        "nsfw_score": 0,
        "overall_rank_estimate": 1027568,
        "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": 60,
        "infrastructure_risk_score": 4,
        "score_confidence": 57,
        "tag_confidence": 28,
        "category_confidence": 75,
        "deep_crawl_pages": 0,
        "resolved_ip": "15.197.167.90",
        "category_candidates_json": "[{\"category\":\"News & Media: Blogs & Magazines\",\"score\":67},{\"category\":\"Business: Corporate & Professional Services\",\"score\":22},{\"category\":\"Lifestyle: Parenting & Family\",\"score\":6}]",
        "page_signals_json": "[]",
        "score_reasons_json": "[\"Trusted status now requires clean crawl access and stronger confidence, so this result was downgraded to caution.\",\"Overall rating is now capped by evidence confidence to prevent inflated scores from thin signals.\"]",
        "route_domain": "smashingmagazine.com",
        "display_domain": "smashingmagazine.com"
    },
    "explainability": {
        "summary": "smashingmagazine.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": "57/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "73/100"
            },
            {
                "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": "+17.7",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 52/100."
            },
            {
                "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": "-4.0",
                "tone": "risk",
                "detail": "Safety thresholds capped the final score until the risk profile improves."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "58/100 · trust 82/100",
                "tone": "caution",
                "detail": "644 monthly visitors, 100 organic keywords, brand completeness 85/100, engagement 79/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "34 referring domains",
                "tone": "good",
                "detail": "34 backlinks across 34 referring domains. Diversity 99/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "19.6 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 19.6 years · registrar eNom, LLC · expires in 128 days."
            },
            {
                "label": "Safety and fraud posture",
                "value": "Safety 100/100 · fraud 1/100",
                "tone": "good",
                "detail": "Primary tag T · safety 100/100 · fraud 1/100."
            }
        ],
        "positives": [
            "Established domain age: 19.6 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence.",
            "HTTPS is working, so the site clears a basic transport-security check."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-18 23:57:48",
                "tone": "good",
                "detail": "Crawl and page content sample. Age: 30s ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-04-13 22:31:37",
                "tone": "caution",
                "detail": "Registry profile and stability signals. Age: 5d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-18 23:58:18",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-18 23:58:18",
                "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": 72,
        "fraud_clamp_penalty": 4,
        "final_score": 68
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-04-18T23:58:18+00:00",
        "domain": "smashingmagazine.com",
        "display_name": "Smashing Magazine",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 68,
        "authority_score": 58,
        "trust_score": 82,
        "safety_score": 100,
        "fraud_score": 1,
        "confidence_score": 57,
        "traffic_confidence": 73,
        "last_crawled_at": "2026-04-18 23:57:48",
        "crawl_blocked": false,
        "summary": "smashingmagazine.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
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