{ "@context": "https://koinonlink.com/schema/creator/v1.0", "@type": "Creator", "schema_version": "1.0", "id": "koinon:creator:youtube_deandohertygreaser", "url": "https://koinonlink.com/kol/youtube/deandohertygreaser", "alternate": { "html": "https://koinonlink.com/kol/youtube/deandohertygreaser", "json": "https://koinonlink.com/kol/youtube/deandohertygreaser.json", "markdown": "https://koinonlink.com/kol/youtube/deandohertygreaser.md" }, "identity": { "display_name": "Dean Doherty", "handle": "deandohertygreaser", "platform": "youtube", "platform_url": "https://www.youtube.com/@deandohertygreaser", "website": null, "country": "IE", "country_name": "Ireland", "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": 356000, "following": null, "posts_total": null, "posts_observed": 3, "account_age_days": null, "posts_per_day": null, "verified": false, "size_tier": "kol" }, "engagement": { "engagement_rate": null, "avg_interactions_per_post": null, "best_post_interactions": null, "unit_note": "engagement_rate is a ratio (0-1); the interaction fields are absolute counts." }, "content": { "bio": "I am a tool repair technician based in co Donegal in Ireland. Videos are only for content to show others how to repair their own ...", "topics": [ "Power tool repair tutorials", "Maintenance and cleaning tips", "Brand-specific issues (Makita, Milwaukee, Dewalt)", "DIY fixes and warnings", "Tool storage and care" ], "category": "lifestyle", "category_label": "Lifestyle", "subcategory": "home_living", "subcategory_label": "Home & living", "category_confidence": 0.95, "category_source": "derived_from_recent_content" }, "audience": { "status": "present", "status_note": null, "description": "DIY homeowners and tradespeople (construction, maintenance) who own and repair their own power tools like drills and nailers", "roles": [ "consumer" ], "seniority": "practitioner", "pain_points": [ "Power tools breaking down and needing frequent repairs", "Expensive replacement costs or professional shop fees", "Difficulty diagnosing problems or sourcing parts", "Safety risks from tool misuse or poor design" ], "posts_analysed": 40, "confidence": 0.75 }, "commercial": { "audience_buyer_fit": 0.2, "promotion_intent": 0.1, "open_to_collaboration": false, "contact": null, "contact_note": "Koinon does not publish creator contact details." }, "quality": { "authenticity_score": 58, "credibility_score": 58, "grade": "C", "anomaly_flags": [], "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check." }, "evidence": [ { "evidence_id": "youtube_deandohertygreaser#p0", "type": "creator_content", "excerpt": "Take care of your nailer to keep it running smooth. #tool #clean #dismantle #workshop", "source_url": "https://www.youtube.com/@deandohertygreaser", "observed_at_days_ago": 19 }, { "evidence_id": "youtube_deandohertygreaser#p1", "type": "creator_content", "excerpt": "First tool in for repair on the first day back after the holidays. Broken Hammer. #drill #hammer", "source_url": null, "observed_at_days_ago": 19 }, { "evidence_id": "youtube_deandohertygreaser#p2", "type": "creator_content", "excerpt": "Brilliant family trip away if your ever in Donegal. @wildatlanticcampcreeslough #glamping #trip", "source_url": null, "observed_at_days_ago": 19 }, { "evidence_id": "youtube_deandohertygreaser#p3", "type": "creator_content", "excerpt": "Kitchen Appliance repair. Fixing a broken Kitchenaid mixer #tool #broken #dismantle", "source_url": null, "observed_at_days_ago": 19 }, { "evidence_id": "youtube_deandohertygreaser#p4", "type": "creator_content", "excerpt": "Some people are just crazy #crazy #tools #dontdothing", "source_url": null, "observed_at_days_ago": 19 }, { "evidence_id": "youtube_deandohertygreaser#p5", "type": "creator_content", "excerpt": "Just a friendly reminder. Clean your drill and will last longer. Tool cleaning.", "source_url": null, "observed_at_days_ago": 19 }, { "evidence_id": "youtube_deandohertygreaser#p6", "type": "creator_content", "excerpt": "Shhh, dont tell Eibenstock. 12nm if your wondering #drill #repair #fix #howto", "source_url": null, "observed_at_days_ago": 19 }, { "evidence_id": "youtube_deandohertygreaser#p7", "type": "creator_content", "excerpt": "Clean your tools, they will last longer. #tools #clean #dirty #workshop", "source_url": null, "observed_at_days_ago": 19 } ], "provenance": [ { "field": "audience.description", "source_type": "ai_inferred", "confidence": 0.75, "freshness_days": 0, "method": "llm_persona_from_recent_content", "evidence_ids": [ "youtube_deandohertygreaser#p0", "youtube_deandohertygreaser#p1", "youtube_deandohertygreaser#p2", "youtube_deandohertygreaser#p3", "youtube_deandohertygreaser#p4", "youtube_deandohertygreaser#p5" ] }, { "field": "audience.roles", "source_type": "ai_inferred", "confidence": 0.75, "freshness_days": 0, "method": "llm_persona_from_recent_content", "evidence_ids": [ "youtube_deandohertygreaser#p0", "youtube_deandohertygreaser#p1", "youtube_deandohertygreaser#p2", "youtube_deandohertygreaser#p3", "youtube_deandohertygreaser#p4", "youtube_deandohertygreaser#p5" ] }, { "field": "audience.seniority", "source_type": "ai_inferred", "confidence": 0.75, "freshness_days": 0, "method": "llm_persona_from_recent_content" }, { "field": "commercial.audience_buyer_fit", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 19, "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": 19, "method": "llm_scorer" }, { "field": "quality.anomaly_flags", "source_type": "heuristic", "confidence": 0.5, "freshness_days": 46, "method": "follower_growth_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": "reach.followers", "source_type": "observed", "confidence": 0.95, "freshness_days": 46, "method": "platform_profile" } ], "freshness": { "profile_checked_days_ago": 46, "content_analysed_days_ago": 19, "audience_updated_days_ago": 0, "generated_at": "2026-09-01T18:27:41.219Z" }, "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_deandohertygreaser", "removal_url": "https://koinonlink.com/claim?k=youtube_deandohertygreaser" } }