{ "@context": "https://koinonlink.com/schema/creator/v1.3", "@type": "Creator", "schema_version": "1.3", "id": "koinon:creator:tiktok_nationalbusinessmengroup", "url": "https://koinonlink.com/kol/tiktok/nationalbusinessmengroup", "alternate": { "html": "https://koinonlink.com/kol/tiktok/nationalbusinessmengroup", "json": "https://koinonlink.com/kol/tiktok/nationalbusinessmengroup.json", "markdown": "https://koinonlink.com/kol/tiktok/nationalbusinessmengroup.md" }, "identity": { "display_name": "Only for business", "handle": "nationalbusinessmengroup", "platform": "tiktok", "platform_url": "https://www.tiktok.com/@nationalbusinessmengroup", "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": 2830, "following": 2, "posts_total": 35, "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": "(BUILDER) Real Estate (Pvt) Ltd Hyd\n(NBG) CEO M.Hamza\nWHAT'S APP[contact removed]032552", "topics": [ "Affordable bungalows for sale in Hyderabad", "New construction residential properties near Ayoub Hotel", "Real estate investment opportunities in Hala Naka Bypass", "Property listings with WhatsApp contact for quick inquiries", "Low-price housing units (25–75 lakh PKR) in Hyderabad" ], "topics_en": [ "Affordable bungalows for sale in Hyderabad", "New construction residential properties near Ayoub Hotel", "Real estate investment opportunities in Hala Naka Bypass", "Property listings with WhatsApp contact for quick inquiries", "Low-price housing units (25–75 lakh PKR) in Hyderabad" ], "topics_zh": [ "海得拉巴在售实惠别墅", "Ayoub Hotel附近新建住宅房产", "哈拉纳卡绕道房地产投资机会", "带WhatsApp联系方式的房源，方便快速咨询", "海得拉巴低价住宅单位（250万-750万巴基斯坦卢比）" ], "category": "software", "category_label": "Software", "subcategory": null, "subcategory_label": null, "category_confidence": 0.7, "category_source": "derived_from_discovery_path" }, "audience": { "status": "present", "status_note": null, "description": "Real estate buyers and investors in Hyderabad, Pakistan, primarily looking for affordable residential properties like bungalows and flats in high-demand areas such as Hala Naka Bypass and Zafar Housing Society", "roles": [ "ecom_ops" ], "seniority": "practitioner", "pain_points": [ "Struggling to find verified and affordable new construction properties in prime locations", "Having difficulty contacting reliable real estate agents directly through social media", "Wasting time sifting through unverified listings with inconsistent pricing", "Lacking trust in online property promotions without clear contact or project details" ], "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": 37, "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": 37, "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_nationalbusinessmengroup#8ee18081", "type": "creator_content", "excerpt": "CORNER BANGLOW WEST OPEN 75 LAKH DEMAND HYDERABAD BYPASS OPPOSITE AYOUB HOTEL ZAFAR HOUSING SOCIETY WHAT'S APP 03003032552 #nationalbusinessmengroup #hyderabad #foryoupageofficiall #foryoupage #foryou #fyp", "source_url": "https://www.tiktok.com/@nationalbusinessmengroup", "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_nationalbusinessmengroup#f4856bd2", "type": "creator_content", "excerpt": "Main Sadqay Ya Rasool Allah", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_nationalbusinessmengroup#b1f5e7c0", "type": "creator_content", "excerpt": "It is a becoming a big trend on TikTok now! Click here: nationalbusinessmengroup", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_nationalbusinessmengroup#f2df02a4", "type": "creator_content", "excerpt": "Check out Only for business’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_nationalbusinessmengroup#e7b6126c", "type": "creator_content", "excerpt": "contact 03003032552 #hyderabad #foryoupage #foryou #fyp #foryoupageofficiall", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_nationalbusinessmengroup#a558624d", "type": "creator_content", "excerpt": "Mera Dil Bhi Kitna Pagal Hai - Recreated Version", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_nationalbusinessmengroup#89382fec", "type": "creator_content", "excerpt": "Contact 03003032552 #hyderabad #foryoupage #foryou #fyp #foryoupageofficiall", "source_url": null, "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt." }, { "evidence_id": "tiktok_nationalbusinessmengroup#26825989", "type": "creator_content", "excerpt": "70 lakh main 120 gz ka new Ghar Hala naka bypass near ayoub hotel hyd Call or whatsaap 03003032552 #foryou #fyp #foryoupageofficiall #nationalbusinessmengroup", "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": 51, "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": 51, "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": 51, "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": 51, "content_analysed_days_ago": 0, "audience_updated_days_ago": 0, "generated_at": "2026-09-05T06:22:04.526Z" }, "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/software" }, "license": { "terms": "https://koinonlink.com/for-ai", "attribution": "Koinon Link", "claim_url": "https://koinonlink.com/claim?k=tiktok_nationalbusinessmengroup", "removal_url": "https://koinonlink.com/claim?k=tiktok_nationalbusinessmengroup" } }