{ "@context": "https://koinonlink.com/schema/creator/v1.2", "@type": "Creator", "schema_version": "1.2", "id": "koinon:creator:youtube_csabitools", "url": "https://koinonlink.com/kol/youtube/CsabiTools", "alternate": { "html": "https://koinonlink.com/kol/youtube/CsabiTools", "json": "https://koinonlink.com/kol/youtube/CsabiTools.json", "markdown": "https://koinonlink.com/kol/youtube/CsabiTools.md" }, "identity": { "display_name": "Csabi Tools", "handle": "CsabiTools", "platform": "youtube", "platform_url": "https://www.youtube.com/@CsabiTools", "website": null, "country": null, "country_name": null, "location_text": null, "entity_type": "creator", "person_id": null, "person_id_note": "Cross-platform identity not resolved for this creator.", "other_accounts": [], "claimed": false, "claimed_note": "Not claimed. This says nothing about the creator — most profiles are simply not claimed yet.", "declared_accounts": [] }, "first_party": null, "reach": { "followers": 65300, "following": null, "posts_total": null, "posts_observed": 4, "account_age_days": null, "posts_per_day": null, "verified": false, "size_tier": "koc" }, "engagement": { "status": "not_collected", "engagement_rate": null, "engagement_rate_basis": null, "posts_in_average": null, "peak_post_engagement_rate": null, "avg_interactions_per_post": null, "best_post_interactions": null, "measurement_source": null, "measurement_formula": null, "comparable_pool": null, "status_note": "Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.", "unit_note": "engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here." }, "content": { "bio": "Hi my name is Csabi and welcome to my YouTube channel.On this channel i will present a wide range of garden tools and the ...", "topics": [ "Stihl FS series trimmers and brushcutters", "Milwaukee M18 battery-powered lawn and garden tools", "real-world performance demos in grass and concrete", "trimmer line and head comparisons", "hedge trimmers and pruning equipment" ], "category": "lifestyle", "category_label": "Lifestyle", "subcategory": "home_living", "subcategory_label": "Home & living", "category_confidence": 0.9, "category_source": "derived_from_recent_content" }, "audience": { "status": "present", "status_note": null, "description": "Homeowners and small-scale landscapers/gardeners who buy and use professional-grade power tools like Stihl and Milwaukee trimmers, mowers and saws", "roles": [ "consumer" ], "seniority": "consumer", "pain_points": [ "finding tools that handle thick/wet grass without bogging down", "comparing battery vs gas performance for daily property maintenance", "choosing durable trimmer heads and lines that last in rough conditions", "keeping multiple heavy machines maintained and ready for seasonal work" ], "posts_analysed": 40, "confidence": 0.75 }, "commercial": { "audience_buyer_fit": 0.3, "promotion_intent": 0.2, "open_to_collaboration": false, "contact": null, "contact_note": "Koinon does not publish creator contact details." }, "quality": { "authenticity_score": 55, "authenticity_basis": "profile_shape_only", "authenticity_method": "Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58.", "authenticity_comparable_across_platforms": false, "credibility_score": 55, "credibility_note": null, "flagged_for_review": false, "flag_reasons": [], "anomaly_flags": [], "koinon_bd_grade": { "value": "C", "scale": [ "A", "B", "C", "quarantine", null ], "value_meanings": { "A": "Strong fit for Koinon partner outreach.", "B": "Moderate fit.", "C": "Weak fit, or never scored.", "quarantine": "Flagged for manual review. Excluded from Koinon published statistics, but creator search still RETURNS these profiles unless you pass exclude_anomalous:true — check quality.flagged_for_review.", "null": "Never scored." }, "measures": "koinon_partner_outreach_fit", "basis": "koinon_bd_fit_and_engagement", "formula": "fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.", "comparable_across_platforms": false, "interpretation": "NOT a quality score and NOT fit for your campaign — it grades Koinon own partner-outreach interest in gaming, e-commerce and software. A \"C\" usually means \"outside those industries\" or \"not yet scored\".", "explained_at": "https://koinonlink.com/for-ai#koinon_bd_grade" }, "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check." }, "evidence": [], "provenance": [ { "field": "audience.description", "source_type": "ai_inferred", "confidence": 0.75, "freshness_days": 0, "method": "llm_persona_from_recent_content", "note_ref": "llm_persona_from_recent_content" }, { "field": "audience.roles", "source_type": "ai_inferred", "confidence": 0.75, "freshness_days": 0, "method": "llm_persona_from_recent_content", "note_ref": "llm_persona_from_recent_content" }, { "field": "audience.seniority", "source_type": "ai_inferred", "confidence": 0.75, "freshness_days": 0, "method": "llm_persona_from_recent_content", "note_ref": "llm_persona_from_recent_content" }, { "field": "commercial.audience_buyer_fit", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_scorer", "note": "Relative signal within Koinon indexing, not a market-wide score." }, { "field": "commercial.promotion_intent", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_scorer" }, { "field": "quality.anomaly_flags", "source_type": "heuristic", "confidence": 0.5, "freshness_days": 0, "method": "profile_snapshot_and_engagement_ratio_heuristic", "note": "Means \"worth a manual check\", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person." }, { "field": "quality.authenticity_score", "source_type": "heuristic", "confidence": 0.25, "freshness_days": 0, "method": "Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58.", "note": "The input set differs by platform; do not compare this score across platforms." }, { "field": "quality.koinon_bd_grade", "source_type": "ai_inferred", "confidence": 0.5, "freshness_days": 0, "method": "llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.", "note": "Koinon partner-outreach fit, not creator quality." }, { "field": "reach.followers", "source_type": "observed", "confidence": 0.95, "freshness_days": 0, "method": "platform_profile" } ], "method_notes": { "llm_persona_from_recent_content": "Computed from posts read live at analysis time; those posts are NOT retained. The excerpts in evidence[] are separately collected profile content and are NOT the inputs to this inference. Do not cite them as its supporting evidence." }, "freshness": { "profile_checked_days_ago": 0, "content_analysed_days_ago": 0, "audience_updated_days_ago": 0, "generated_at": "2026-09-02T23:16:34.348Z" }, "retrieval": { "indexing_requests": 1, "user_triggered_requests": 0, "last_user_triggered_day": null, "note": "Being indexed in bulk is not the same as being retrieved to answer a question." }, "relationships": { "platform_entity": "https://koinonlink.com/creators/youtube", "category_entity": "https://koinonlink.com/product-category/lifestyle" }, "license": { "terms": "https://koinonlink.com/for-ai", "attribution": "Koinon Link", "claim_url": "https://koinonlink.com/claim?k=youtube_csabitools", "removal_url": "https://koinonlink.com/claim?k=youtube_csabitools" } }