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                                "The exact domain is mentioned in the page snippet or document text.",
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                        "body": "Compare Cars, New Car Reviews & Latest Car News | Driving Advertisement oopStories continue belowThis advertisement has not loaded yet, but your article continues below.Skip to Content DRIVING INTO THE FUTURE | Rethinking Road Safety in the Age of AI | Join us on Mar. 25 at 11AM SIGN UP NOW>> SIGN UP NOW DRIVING INTO THE FUTURE | Rethinking Road Safety in the Age of AI | Join us on Mar. 25 at 11AM SIGN UP NOW SectionsSearch Search driving.ca Perform search Driving Find your car User My Account Find your car Search driving.ca Perform search Car Finder Most Popular Cars Tesla Model Y Honda Civic Toyota RAV4 Tesla Model 3 Honda CR-V Toyota Corolla Cross Ford F-150 Nissan Kicks Ford Bronco Subaru Crosstrek Car Rankings 2026 Best SUVs Best Luxury SUVs Most Efficient Plug-in Hybrid SUVs Best Hybrid SUVs Cheapest Electric Cars Car Rankings 2025 Best SUVs Cheapest Electric Cars Best Hybrid SUVs Most Efficient Plug-in Hybrid SUVs Best Luxury SUVs Car Rankings 2024 Best SUVs Cheapest Electric Cars Best Hybrid SUVs Most Efficient Plug-in Hybrid SUVs Best Luxury SUVs Brands Acura Alfa Romeo Aston Martin Audi Bentley BMW Buick Cadillac Chevrolet Chrysler Dodge Ferrari Fiat Fisker Ford Genesis GMC Honda Hyundai Infiniti Jaguar Jeep Kia Lamborghini Land Rover Lexus Lincoln Lotus Lucid Maserati Mazda McLaren Mercedes-Benz Mini Nissan Mitsubishi Nissan Polestar Porsche Ram Rivian Roll-Royce Subaru Tesla Toyota Vinfast Volkswagen Volvo Reviews Previews First Drives Road Tests Comparison Tests Road Trips Reader Reviews Owner Reviews Used Vehicle Guides Advice Maintenance Safety Insurance Gear Guide Winter Driving Shopping Advice New Car Deals Best in Class More Features News New Vehicles Technology Awards and Surveys Info For Drivers Industry News Entertainment Crash, Bang, Wow Local News Auto Shows Driving en Français Experts Motor Mouth Lorraine Explains Best-Selling Cars Troubleshooter Corner Wrench How It Works Plugged In Driving into the Future On the Road Collector Classics Car Culture Speed & Performance Vintage & Collectible Off-roading Technology & Innovation Sustainability People Travel Top 10s and Lists Vehicle Types Pickup Trucks Luxury Vehicles Supercars Electric Vehicles Hybrids Family Vehicles Affordable Vehicles Performance Vehicles Classic Cars & Trucks Used Vehicles Motorcycles Video Podcasts Newsletters Profile Settings Saved Articles Newsletters Customer Service FAQ Sign Out Car Finder Reviews Advice News Experts Car Culture Vehicle Types Video Podcasts Newsletters My Picks 0SponsoredFind more carsCompare Now My Picks 0Edit My PicksCompare NowCompare Cars, New Car Reviews & Latest Car News | DrivingAdvertisement 1This advertisement has not loaded yet, but your article continues below. Reviews 2027 BMW i3 could offer up to 700 km of range | Reviews with Video Vancouver Auto Show 2026 Vancouver auto show looks to break more records with Video Shopping Advice Canada's cheapest vehicles in every segment for 2026 with Video Vancouver Auto Show Oilstainlab's Canadian supercar set for Vancouver debut with Video Info For Drivers Ford Super Duty 'death-wobble' lawsuit isn't done deal yet with Video Reviews Car Review: 2026 Volkswagen Jetta Comfortline | Reviews with Video Shopping Advice How to get a $5,000 federal EV rebate on a car not on the eligibility list with Video 6 Comments Latest Videos Up Next Advertisement 2Stories continue belowThis advertisement has not loaded yet, but your article continues below.Shopping for a new car?Use our Vehicle Find & Compare Tool to help find a car, SUV or truck that meets your needs and compare it to…",
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                "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": "2026-03-18T22:58:52+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 · 89%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "85/100",
                "tone": "good",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "60/100",
                "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": "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": "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": "25.4 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": "231",
                        "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": "16",
                        "tone": "caution",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "16",
                        "tone": "caution",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "111",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "195",
                        "tone": "good",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "97/100",
                        "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 · 266 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "2,229",
                        "tone": "good",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "4 schema · meta · H1",
                        "tone": "good",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "271 internal · 5 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "98/100 · 100/100",
                        "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: 25.4 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Strong reputation profile with authority 60/100 and trust 85/100.",
            "Healthy crawl quality and on-page completeness.",
            "Structured data / schema markup detected."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 75,
    "whois": {
        "current": {
            "id": 2967,
            "domain": "driving.ca",
            "source_type": "rdap",
            "rdap_url": "https://rdap.ca.fury.ca/rdap/domain/driving.ca",
            "registrar_name": "Webnames.ca Inc.",
            "registrar_handle": "456",
            "registrant_name": "Postmedia Network Inc.",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "webnames@postmedia.com",
            "abuse_email": "abuse@webnames.ca",
            "created_date": "2000-11-08 19:48:36",
            "updated_date": "2026-01-16 16:04:22",
            "expires_date": "2026-12-01 05:00:00",
            "nameservers_json": "[\"ns-cloud-c1.googledomains.com\",\"ns-cloud-c2.googledomains.com\",\"ns-cloud-c3.googledomains.com\",\"ns-cloud-c4.googledomains.com\"]",
            "status_json": "[\"client transfer prohibited\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "99785f61e4bae246461513f9395a1fc8c93102eb33ba94a043fb38f235509943",
            "history_count": 2,
            "last_checked_at": "2026-03-30 11:16:39",
            "last_changed_at": "2026-03-30 11:16:39",
            "created_at": "2026-03-15 20:10:55",
            "updated_at": "2026-03-30 11:16:39"
        },
        "history": [
            {
                "id": 71600,
                "domain": "driving.ca",
                "source_type": "rdap",
                "registrar_name": "Webnames.ca Inc.",
                "registrar_handle": "456",
                "registrant_name": "Postmedia Network Inc.",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "webnames@postmedia.com",
                "abuse_email": "abuse@webnames.ca",
                "created_date": "2000-11-08 19:48:36",
                "updated_date": "2026-01-16 16:04:22",
                "expires_date": "2026-12-01 05:00:00",
                "nameservers_json": "[\"ns-cloud-c1.googledomains.com\",\"ns-cloud-c2.googledomains.com\",\"ns-cloud-c3.googledomains.com\",\"ns-cloud-c4.googledomains.com\"]",
                "status_json": "[\"client transfer prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "99785f61e4bae246461513f9395a1fc8c93102eb33ba94a043fb38f235509943",
                "checked_at": "2026-03-30 11:16:39",
                "change_summary": "Periodic WHOIS snapshot refreshed with no major field changes.",
                "created_at": "2026-03-30 11:16:39"
            },
            {
                "id": 3169,
                "domain": "driving.ca",
                "source_type": "rdap",
                "registrar_name": "Webnames.ca Inc.",
                "registrar_handle": "456",
                "registrant_name": "Postmedia Network Inc.",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "webnames@postmedia.com",
                "abuse_email": "",
                "created_date": "2000-11-08 19:48:36",
                "updated_date": "2026-01-16 16:04:22",
                "expires_date": "2026-12-01 05:00:00",
                "nameservers_json": "[\"ns-cloud-c1.googledomains.com\",\"ns-cloud-c2.googledomains.com\",\"ns-cloud-c3.googledomains.com\",\"ns-cloud-c4.googledomains.com\"]",
                "status_json": "[\"client transfer prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "cb80393873b509db6e32e825cb2c876fce22446ddfc78015e0ce844de9793d31",
                "checked_at": "2026-03-15 20:10:55",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-15 20:10:55"
            }
        ],
        "signals": {
            "age_years": 25.4,
            "days_to_expiry": 231,
            "days_since_last_registry_update": 86,
            "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": 60749,
        "domain": "driving.ca",
        "first_seen_at": "2026-03-15 18:12:21",
        "last_crawled_at": "2026-03-30 11:16:48",
        "last_title": "Compare Cars, New Car Reviews & Latest Car News | Driving",
        "last_http_status": 200,
        "discovered_from_domain": "financialpost.com",
        "depth": 0,
        "backlinks_count": 16,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "Business",
        "primary_country_code": "CA",
        "internal_links_count": 271,
        "external_links_count": 5,
        "social_profiles_count": 3,
        "content_word_count": 2229,
        "title_quality_score": 93,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "en",
        "response_time_ms": 266,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 100,
        "site_name": "driving",
        "canonical_domain": "",
        "favicon_present": 1,
        "schema_org_count": 4,
        "noindex_detected": 0,
        "feed_links_count": 1,
        "https_working": 1,
        "estimated_authority_score": 44,
        "trust_score": 91,
        "nsfw_score": 0,
        "overall_rank_estimate": 1179415,
        "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": 58,
        "infrastructure_risk_score": 4,
        "score_confidence": 54,
        "tag_confidence": 28,
        "category_confidence": 24,
        "deep_crawl_pages": 0,
        "resolved_ip": "34.117.147.204",
        "category_candidates_json": "[{\"category\":\"Business\",\"score\":22},{\"category\":\"News & Media\",\"score\":17},{\"category\":\"News & Media\",\"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": "driving.ca",
        "display_domain": "driving.ca"
    },
    "explainability": {
        "summary": "driving.ca 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": "60/100 · trust 84/100",
                "tone": "good",
                "detail": "511 monthly visitors, 111 organic keywords, brand completeness 97/100, engagement 85/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "16 referring domains",
                "tone": "good",
                "detail": "16 backlinks across 16 referring domains. Diversity 97/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "25.4 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 25.4 years · registrar Webnames.ca Inc. · expires in 231 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: 25.4 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Strong reputation profile with authority 60/100 and trust 85/100.",
            "Healthy crawl quality and on-page completeness.",
            "Structured data / schema markup detected.",
            "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": "2026-03-30 11:16:48",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 14d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-30 11:16:39",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 14d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-13 13:28:39",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-13 13:28:39",
                "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": "2026-04-13T13:28:39+00:00",
        "domain": "driving.ca",
        "display_name": "Compare Cars, New Car Reviews & Latest Car News",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 68,
        "authority_score": 60,
        "trust_score": 84,
        "safety_score": 100,
        "fraud_score": 1,
        "confidence_score": 54,
        "traffic_confidence": 75,
        "last_crawled_at": "2026-03-30 11:16:48",
        "crawl_blocked": false,
        "summary": "driving.ca 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",
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