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                        "body": "Trammell Hudson's Projects Skip to content Trammell Hudson's Projects Home Initializing search GitHub Trammell Hudson's Projects GitHub Categories Categories Retrocomputing Vector display Sailing Robots Clocks 3D Printing Laser cutter Teensy Mac Photography Hobbies LED LEDscape Reverse engineering Talks Hacks Security Aircraft Art Biking Blinky Burning Man Classes Coffee ESP Font Games Interactive Show BeagleBone PRU Makerfaire NYCR October First Oscilloscope ROM Radio Raspberry Pi Shopbot Software SparkCore Thingiverse USB Devices Video Wearables Chronological Chronological 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2025 2026 About About About Me Contact Table of contents Popular projects Project Categories Home This website collects links and info about some of the projects that I have worked on. See About for more information about me or the chronologically sorted list of projects. Popular projects Thunderstrike is a proof-of-concept EFI firmware rootkit for Apple's MacBooks that I wrote while researching boot-time security on these popular laptops. First announced at 31C3 in Hamburg, partially fixed by Apple in Yosemite 10.10.2. I collaborated with Xeno Kovah and Corey Kallenberg on Thunderstrike 2, a software-only extension to the original vulnerability, that was presented at Blackhat / DEFCON 2015. I reverse engineered the firmware in the Canon 5D Mark II and started the Magic Lantern project that is now an open system for writing extensions that run inside Canon's DSLR and mirrorless cameras. I've extended MAME to work with vector displays and presented vector retrogaming at 32nd Chaos Communication Congress. This can also be used to make replica arcade cabinets using vector displays like the Vectrex. I designed the LEDscape \"cape\" for the BeagleBone Black's programmable realtime unit (PRU) for driving RGB LED strips or matrices. I've used it in several LED art pieces, Cubescroller, Octoscroller and the Mini Pyramid, and other people have used it in many of their own art projects. Project Categories Reverse engineering hardware and software. Miscellaneous Hacks with microcontrollers, tools, etc. Vector displays -- building XY monitors out of oscilloscopes. 3D Printing designs and software. Radio projects Robots -- IK, FK and games Laser cutter projects and software. Retrocomputing with papertapes, punchcards and antique computers. USB Devices, mostly HID and serial. Blinky things: LEDs, Nixies, EL Wire, etc... Photography projects and software. Clocks and watches. Classes that I have taught. Other hobbies. Security topics. November 8, 2020 Made with Material for MkDocs",
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                    "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": "2026-03-18T23:13:58+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 · 86%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "81/100",
                "tone": "good",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "55/100",
                "tone": "caution",
                "detail": "A higher authority score usually means broader reputation and backlink confidence."
            },
            {
                "label": "Spam risk",
                "value": "7/100",
                "tone": "good",
                "detail": "Lower is better. This blends spam indicators with false-positive protections for legitimate sites."
            },
            {
                "label": "Quality score",
                "value": "89/100",
                "tone": "good",
                "detail": "Based on crawl quality, content completeness, and technical evidence."
            },
            {
                "label": "Safety score",
                "value": "100/100",
                "tone": "good",
                "detail": "Higher is safer. Direct fraud signals can heavily cap this even when SEO signals look strong."
            },
            {
                "label": "Fraud score",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This reflects phishing, drainer, fake-support, fake-shop, and malware signals."
            },
            {
                "label": "Infrastructure risk",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "55/100",
                "tone": "caution",
                "detail": "Higher means the crawler had enough pages and registry evidence to make a stronger call."
            },
            {
                "label": "External evidence",
                "value": "Low",
                "tone": "unknown",
                "detail": "Quality of the structured search and review evidence cluster."
            },
            {
                "label": "External decision",
                "value": "Inconclusive",
                "tone": "unknown",
                "detail": "How third-party evidence compares with the current candidate tag."
            },
            {
                "label": "NSFW score",
                "value": "0/100",
                "tone": "good",
                "detail": "Context-aware adult-content detection with medical / educational false-positive reduction."
            },
            {
                "label": "Registry stability",
                "value": "100/100",
                "tone": "good",
                "detail": "Based on age, expiry runway, and the amount of ownership / registrar churn."
            }
        ],
        "signal_sections": [
            {
                "title": "Registry & ownership",
                "items": [
                    {
                        "label": "Domain age",
                        "value": "14.3 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": "253",
                        "tone": "good",
                        "detail": "Very short renewal windows can be a weak trust signal."
                    },
                    {
                        "label": "Registrar / ownership changes",
                        "value": "0 / 0",
                        "tone": "good",
                        "detail": "Frequent ownership churn can weaken trust."
                    },
                    {
                        "label": "Nameserver changes",
                        "value": "0",
                        "tone": "good",
                        "detail": "Repeated infrastructure changes can indicate instability."
                    },
                    {
                        "label": "DNSSEC / privacy",
                        "value": "DNSSEC on · privacy off",
                        "tone": "good",
                        "detail": "DNSSEC strengthens DNS trust; privacy is neutral on its own."
                    }
                ]
            },
            {
                "title": "Reputation & search evidence",
                "items": [
                    {
                        "label": "Backlinks",
                        "value": "4",
                        "tone": "unknown",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "4",
                        "tone": "unknown",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "81",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "65",
                        "tone": "caution",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "86/100",
                        "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 · 156 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "486",
                        "tone": "caution",
                        "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": "97 internal · 4 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "100/100 · 89/100",
                        "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: 14.3 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "DNSSEC is enabled."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 60,
    "whois": {
        "current": {
            "id": 25303,
            "domain": "trmm.net",
            "source_type": "rdap",
            "rdap_url": "https://rdap.verisign.com/net/v1/domain/TRMM.NET",
            "registrar_name": "Register SPA",
            "registrar_handle": "168",
            "registrant_name": "",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "",
            "abuse_email": "abuse@register.it",
            "created_date": "2011-12-27 17:50:49",
            "updated_date": "2025-04-21 05:12:37",
            "expires_date": "2026-12-27 17:50:49",
            "nameservers_json": "[\"ns0.transip.net\",\"ns1.transip.nl\",\"ns2.transip.eu\"]",
            "status_json": "[\"active\"]",
            "dnssec": "signed",
            "privacy_protected": 0,
            "content_hash": "0a71b64b599a6f0bf9918674d8553677a48bf2f0c527af408ca54d484b07861d",
            "history_count": 1,
            "last_checked_at": "2026-04-05 03:06:46",
            "last_changed_at": "2026-03-18 23:13:43",
            "created_at": "2026-03-18 23:13:43",
            "updated_at": "2026-04-05 03:06:46"
        },
        "history": [
            {
                "id": 25876,
                "domain": "trmm.net",
                "source_type": "rdap",
                "registrar_name": "Register SPA",
                "registrar_handle": "168",
                "registrant_name": "",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "",
                "abuse_email": "abuse@register.it",
                "created_date": "2011-12-27 17:50:49",
                "updated_date": "2025-04-21 05:12:37",
                "expires_date": "2026-12-27 17:50:49",
                "nameservers_json": "[\"ns0.transip.net\",\"ns1.transip.nl\",\"ns2.transip.eu\"]",
                "status_json": "[\"active\"]",
                "dnssec": "signed",
                "privacy_protected": 0,
                "content_hash": "0a71b64b599a6f0bf9918674d8553677a48bf2f0c527af408ca54d484b07861d",
                "checked_at": "2026-03-18 23:13:43",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-18 23:13:43"
            }
        ],
        "signals": {
            "age_years": 14.3,
            "days_to_expiry": 253,
            "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": true,
            "has_registrant_country": false,
            "registrant_country": "",
            "nameserver_count": 3,
            "status_count": 1
        }
    },
    "discovered_domain": {
        "id": 382745,
        "domain": "trmm.net",
        "first_seen_at": "2026-03-18 10:53:44",
        "last_crawled_at": "2026-04-11 10:37:41",
        "last_title": "Trammell Hudson's Projects",
        "last_http_status": 200,
        "discovered_from_domain": "linuxboot.org",
        "depth": 3,
        "backlinks_count": 4,
        "rating_cache": 42,
        "spam_score": 24,
        "risk_label": "good",
        "category_name": "Business",
        "primary_country_code": "",
        "internal_links_count": 97,
        "external_links_count": 4,
        "social_profiles_count": 2,
        "content_word_count": 486,
        "title_quality_score": 93,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "en",
        "response_time_ms": 156,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 89,
        "site_name": "Trammell Hudson's Projects",
        "canonical_domain": "trmm.net",
        "favicon_present": 1,
        "schema_org_count": 0,
        "noindex_detected": 0,
        "feed_links_count": 0,
        "https_working": 1,
        "estimated_authority_score": 40,
        "trust_score": 73,
        "nsfw_score": 0,
        "overall_rank_estimate": 2901801,
        "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": 69,
        "infrastructure_risk_score": 0,
        "score_confidence": 53,
        "tag_confidence": 27,
        "category_confidence": 18,
        "deep_crawl_pages": 0,
        "resolved_ip": "185.199.109.153",
        "category_candidates_json": "[{\"category\":\"Business\",\"score\":22},{\"category\":\"Personal\",\"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": "trmm.net",
        "display_domain": "trmm.net"
    },
    "explainability": {
        "summary": "trmm.net 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": "Solid confidence",
                "tone": "caution",
                "detail": "60/100"
            },
            {
                "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": "+17.0",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 50/100."
            },
            {
                "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": "-6.0",
                "tone": "risk",
                "detail": "Safety thresholds capped the final score until the risk profile improves."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "53/100 · trust 77/100",
                "tone": "caution",
                "detail": "184 monthly visitors, 81 organic keywords, brand completeness 86/100, engagement 82/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "4 referring domains",
                "tone": "good",
                "detail": "4 backlinks across 4 referring domains. Diversity 94/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "14.3 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 14.3 years · registrar Register SPA · expires in 253 days."
            },
            {
                "label": "Safety and fraud posture",
                "value": "Safety 100/100 · fraud 0/100",
                "tone": "good",
                "detail": "Primary tag T · safety 100/100 · fraud 0/100."
            }
        ],
        "positives": [
            "Established domain age: 14.3 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "DNSSEC is enabled.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-11 10:37:41",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 7d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-04-05 03:06:46",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 13d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-18 17:45:49",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-18 17:45:49",
                "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": 70,
        "fraud_clamp_penalty": 6,
        "final_score": 64
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-04-18T17:45:49+00:00",
        "domain": "trmm.net",
        "display_name": "Trammell Hudson's Projects",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 64,
        "authority_score": 53,
        "trust_score": 77,
        "safety_score": 100,
        "fraud_score": 0,
        "confidence_score": 53,
        "traffic_confidence": 60,
        "last_crawled_at": "2026-04-11 10:37:41",
        "crawl_blocked": false,
        "summary": "trmm.net 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": "Solid confidence",
                "tone": "caution",
                "detail": "60/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "top_positive_signals": [
            "Established domain age: 14.3 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "DNSSEC is enabled.",
            "Registry history looks stable, which supports legitimacy and trust."
        ],
        "top_risk_signals": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-11 10:37:41",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 7d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-04-05 03:06:46",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 13d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-18 17:45:49",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-18 17:45:49",
                "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",
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