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I'm also responsible for maintaining the communication materials between the company and its contractors. This position is highly rewarding and puts my communication skills to great use every day.", "I think sex education is essential for everyone, regardless of their path in life, and the contributors for SDC.com bring a diverse wealth of knowledge to the world. 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while others point the other way, so no harder verdict is forced." }, { "label": "Evidence quality", "value": "Low", "tone": "unknown", "detail": "Blends source trust, domain matching, evidence diversity, and freshness." }, { "label": "Support vs contradiction", "value": "44 / 0", "tone": "good", "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: 34.6 years.", "Low registrar / ownership churn with solid registry stability.", "Healthy crawl quality and on-page completeness.", "Search and review 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"spam_score": 0, "risk_label": "good", "category_name": "Adult", "primary_country_code": "", "internal_links_count": 59, "external_links_count": 6, "social_profiles_count": 3, "content_word_count": 11792, "title_quality_score": 93, "has_meta_description": 1, "has_h1": 1, "language_code": "en", "response_time_ms": 296, "robots_status": 0, "sitemap_status": 0, "sitemap_total_urls": 0, "quality_score": 85, "site_name": "", "canonical_domain": "sdc.com", "favicon_present": 0, "schema_org_count": 0, "noindex_detected": 0, "feed_links_count": 0, "https_working": 1, "estimated_authority_score": 39, "trust_score": 94, "nsfw_score": 84, "overall_rank_estimate": 2040036, "primary_tag": "NSFW", "tag_codes": "NSFW,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": 51, "infrastructure_risk_score": 4, "score_confidence": 53, "tag_confidence": 41, "category_confidence": 15, "deep_crawl_pages": 0, "resolved_ip": "99.86.91.63", "category_candidates_json": "[{\"category\":\"Adult\",\"score\":17},{\"category\":\"Developer Tools\",\"score\":6}]", "page_signals_json": "[]", "score_reasons_json": "[\"Category confidence was reduced, so the classifier fell back to the broader parent category.\",\"Category evidence stayed thin, so the output was softened to a broader classification.\"]", "route_domain": "sdc.com", "display_domain": "sdc.com" }, "explainability": { "summary": "sdc.com currently scores 63/100. 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": "caution", "detail": "65/100" }, { "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": "+18.0", "tone": "caution", "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 53/100." }, { "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": "-8.0", "tone": "risk", "detail": "Safety thresholds capped the final score until the risk profile improves." } ], "evidence_cards": [ { "label": "Authority and trust", "value": "51/100 · trust 79/100", "tone": "caution", "detail": "239 monthly visitors, 94 organic keywords, brand completeness 73/100, engagement 82/100." }, { "label": "Backlink and search evidence", "value": "2 referring domains", "tone": "good", "detail": "2 backlinks across 2 referring domains. Diversity 93/100; spam penalty 0." }, { "label": "Registry and domain stability", "value": "34.6 years old", "tone": "good", "detail": "Stability 100/100 · age 34.6 years · registrar Amazon Registrar, Inc. · expires in 2,347 days." }, { "label": "Safety and fraud posture", "value": "Safety 100/100 · fraud 1/100", "tone": "good", "detail": "Primary tag NSFW · safety 100/100 · fraud 1/100." } ], "positives": [ "Established domain age: 34.6 years.", "Low registrar / ownership churn with solid registry stability.", "Healthy crawl quality and on-page completeness.", "Search and review intelligence surfaced business-profile, app-directory, or positive review coverage that leans legitimate.", "Registry history looks stable, which supports legitimacy and trust.", "The domain has been registered for years, which usually improves trust confidence." ], "risks": [ "Adult-content cues pushed the NSFW score to 84/100.", "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting." ], "freshness": [ { "label": "Crawl evidence", "value": "2026-03-23 01:02:12", "tone": "risk", "detail": "Crawl and page content sample. Age: 21d ago." }, { "label": "WHOIS snapshot", "value": "2026-03-19 04:42:51", "tone": "risk", "detail": "Registry profile and stability signals. Age: 25d ago." }, { "label": "Keyword view", "value": "2026-04-13 16:21:23", "tone": "good", "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago." }, { "label": "Rank history", "value": "2026-04-13 16:21:23", "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": 71, "fraud_clamp_penalty": 8, "final_score": 63 }, "insight_snapshot": { "version": 1, "generated_at": "2026-04-13T16:21:23+00:00", "domain": "sdc.com", "display_name": "SDC Swingers Lifestyle", "is_tracked": false, "is_estimated": true, "overall_score": 63, "authority_score": 51, "trust_score": 79, "safety_score": 100, "fraud_score": 1, "confidence_score": 54, "traffic_confidence": 65, "last_crawled_at": "2026-03-23 01:02:12", "crawl_blocked": false, "summary": "sdc.com currently scores 63/100. 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