{ "@context": "https://koinonlink.com/schema/creator/v1.3", "@type": "Creator", "schema_version": "1.3", "id": "koinon:creator:tiktok_aisdepp", "url": "https://koinonlink.com/kol/tiktok/aisdepp", "alternate": { "html": "https://koinonlink.com/kol/tiktok/aisdepp", "json": "https://koinonlink.com/kol/tiktok/aisdepp.json", "markdown": "https://koinonlink.com/kol/tiktok/aisdepp.md" }, "identity": { "display_name": "KAK AIS I Review Lagi ✨", "handle": "aisdepp", "platform": "tiktok", "platform_url": "https://www.tiktok.com/@aisdepp", "website": "https://lnk.bio/aisdepp", "country": "ID", "country_name": "Indonesia", "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": 5838, "following": 486, "posts_total": 421, "posts_observed": 4, "account_age_days": null, "posts_per_day": null, "verified": false, "size_tier": "nano" }, "engagement": { "status": "not_collected", "engagement_rate": null, "engagement_rate_basis": null, "posts_in_average": null, "avg_views_per_post": 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": "✅ suka review\n⚡️Part of #SOCONetwork \n🔽 𝑲𝒐𝒏𝒕𝒂𝒌 𝑬𝒏𝒅𝒐𝒓𝒔𝒆", "topics": [ "Sidoarjo local cuisine and warung reviews", "Hidden gem eateries and street food", "Affordable food promotions and discounts", "Viral TikTok food trends and recommendations", "Restaurant visits in malls and rest areas" ], "topics_en": [ "Sidoarjo local cuisine and warung reviews", "Hidden gem eateries and street food", "Affordable food promotions and discounts", "Viral TikTok food trends and recommendations", "Restaurant visits in malls and rest areas" ], "topics_zh": [ "Sidoarjo本地美食和本地小馆探店", "宝藏小馆和街头小吃", "平价美食促销和折扣", "抖音热门美食推荐", "商场和休息区餐厅探店" ], "category": "lifestyle", "category_label": "Lifestyle", "subcategory": "food", "subcategory_label": "Food & cooking", "category_confidence": 0.95, "category_source": "derived_from_recent_content" }, "audience": { "status": "present", "status_note": null, "description": "Local residents in Sidoarjo and nearby East Java areas interested in affordable food spots and hidden gem eateries", "roles": [ "consumer" ], "seniority": "consumer", "pain_points": [ "Finding cheap yet tasty local warungs without long queues", "Discovering new hidden gem food places with few Google reviews", "Keeping up with viral street food and promotions in the area", "Choosing reliable spots for everyday meals like nasi sop or rujak" ], "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": 49, "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": 49, "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": [ { "evidence_id": "tiktok_aisdepp#0a2de596", "type": "creator_content", "excerpt": "Hayoo siapa belum coba tahu tek satu ini rek ? .. rugi sih kalau belum , karena seEnak itu bumbu yang kental dan gak pelit bumbu !! #masukberandafyp #makananviral #kulinertiktok #fyppppppppppppppppppppppp", "source_url": "https://www.tiktok.com/@aisdepp", "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_aisdepp#5f58a9fc", "type": "creator_content", "excerpt": "Dalan Liyane Hendra Kumbara", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_aisdepp#41bfbfbe", "type": "creator_content", "excerpt": "It is a becoming a big trend on TikTok now! Click here: masukberandafyp", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_aisdepp#3eb98030", "type": "creator_content", "excerpt": "Check out ᴋᴀᴋ ᴀɪꜱ | ꜱᴜᴋᴀ ʀᴇᴠɪᴇᴡ’s video! #TikTok >", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_aisdepp#d387d516", "type": "creator_content", "excerpt": "Ke restarea sidoarjo✅ #restarea #sidoarjo24jam #videoviralitiktok #contentcreator #viraltiktok", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_aisdepp#8d06b142", "type": "creator_content", "excerpt": "Tom And Jerry Main Theme (From \"Tom And Jerry\")", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_aisdepp#9a46dcf0", "type": "creator_content", "excerpt": "✨Warung Omahan Bu Hanny✨ - NO HOAX ❌ GADO-GADO 5000 ✅ RUJAK 5000 ✅ #kulinersidoarjo #sidoarjohitz #kulinerviral #jawatimur #kulinertiktok", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_aisdepp#9a9d3a87", "type": "creator_content", "excerpt": "original sound - gabrielelfi", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." } ], "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": 44, "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": 44, "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": 44, "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": 44, "content_analysed_days_ago": 0, "audience_updated_days_ago": 0, "generated_at": "2026-09-04T01:20:21.944Z" }, "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/tiktok", "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=tiktok_aisdepp", "removal_url": "https://koinonlink.com/claim?k=tiktok_aisdepp" } }