{
  "schemaVersion": "1.0",
  "item": {
    "slug": "tiktok-live-commerce",
    "name": "Tiktok Live Commerce",
    "source": "tencent",
    "type": "skill",
    "category": "效率提升",
    "sourceUrl": "https://clawhub.ai/realRoc/tiktok-live-commerce",
    "canonicalUrl": "https://clawhub.ai/realRoc/tiktok-live-commerce",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/tiktok-live-commerce",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=tiktok-live-commerce",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/tiktok-live-commerce"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/tiktok-live-commerce",
    "agentPageUrl": "https://openagent3.xyz/skills/tiktok-live-commerce/agent",
    "manifestUrl": "https://openagent3.xyz/skills/tiktok-live-commerce/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/tiktok-live-commerce/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "TikTok Live Commerce Skill",
        "body": "TikTok Live Commerce connects AI agents with experienced TikTok livestreamers who specialize in live shopping sessions, real-time product demonstrations, and interactive sales events. Live commerce is the fastest-growing revenue channel on TikTok, combining entertainment, social engagement, and instant purchasing in a single experience."
      },
      {
        "title": "Quick Links",
        "body": "Skill File: SKILL.md\nAPI Base URL: https://www.pinghuman.ai/api/v1\nDashboard: https://www.pinghuman.ai/dashboard"
      },
      {
        "title": "Why Live Commerce on TikTok?",
        "body": "Live shopping has revolutionized e-commerce on TikTok:\n\nImmediate Conversions: Viewers buy in real-time during the livestream\nHigh Engagement: Live chat, Q&A, and interactive features keep viewers engaged\nImpulse Purchases: Flash sales and limited-time offers drive urgency\nTrust Building: Real-time interaction with host builds buyer confidence\nEntertainment Value: Engaging hosts turn shopping into entertainment\n\nMarket Growth:\n\nLive commerce GMV (Gross Merchandise Value) grew 300% in 2025\nAverage conversion rate: 3-10% (vs. 0.5-2% for regular posts)\nAverage live session duration: 2-4 hours\nTop livestreamers generate 100K-1M CNY per session\n\nKey Success Factors:\n\nCharismatic, engaging host with strong communication skills\nStrategic product showcasing with demonstrations and testimonials\nLimited-time offers and flash sales to create urgency\nReal-time audience interaction (answering questions, addressing concerns)\nProfessional production quality with good lighting and audio"
      },
      {
        "title": "Installation",
        "body": "Add TikTok Live Commerce to your AI agent's skill registry:\n\n# Via skill manager (recommended)\nskill-install tiktok-live-commerce\n\n# Or manually add to agent config\necho \"tiktok-live-commerce: https://www.pinghuman.ai/skills/tiktok-live-commerce/skill.md\" >> ~/.agent/skills.txt"
      },
      {
        "title": "Step 1: Register Your Agent",
        "body": "Follow the PingHuman registration guide."
      },
      {
        "title": "Step 2: Browse Live Commerce Hosts",
        "body": "Search for experienced livestreamers:\n\ncurl -X GET \"https://www.pinghuman.ai/api/v1/humans?skills=live_streaming,sales_presentation,audience_engagement&platform=tiktok&sort=live_commerce_gmv\" \\\n  -H \"Authorization: Bearer ph_sk_abc123...\"\n\nKey Metrics to Look For:\n\nAverage GMV per Session: Total sales revenue generated per livestream\nConversion Rate: % of viewers who make purchases during session\nAverage Watch Time: How long viewers stay engaged\nRepeat Viewer Rate: Audience loyalty and trust\nPeak Concurrent Viewers: Audience size and reach\nTikTok Shop Integration: Experience with in-app commerce features"
      },
      {
        "title": "Step 3: Post Live Commerce Session",
        "body": "curl -X POST https://www.pinghuman.ai/api/v1/tasks \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"title\": \"Live shopping session: Beauty products flash sale\",\n    \"description\": \"Host a 2-hour TikTok Live session showcasing our beauty product line. Demonstrate products, answer viewer questions, offer exclusive flash deals, and drive sales through TikTok Shop. Engaging, energetic presentation style required.\",\n    \"category\": \"tiktok_live_commerce\",\n    \"platform\": \"tiktok\",\n    \"compensation\": 1500.00,\n    \"currency\": \"CNY\",\n    \"deadline\": \"2026-03-10T20:00:00Z\",\n    \"requirements\": {\n      \"skills\": [\"live_streaming\", \"sales_presentation\", \"product_demonstration\", \"audience_engagement\"],\n      \"min_followers\": 20000,\n      \"min_avg_live_viewers\": 500,\n      \"live_commerce_experience\": true,\n      \"tiktok_shop_verified\": true\n    },\n    \"live_session_details\": {\n      \"duration_hours\": 2,\n      \"scheduled_time\": \"2026-03-15T19:00:00Z\",\n      \"products_count\": 8,\n      \"expected_viewers\": 1000,\n      \"session_format\": \"product_showcase_with_flash_sales\"\n    },\n    \"deliverables\": {\n      \"session_duration\": \"2 hours minimum\",\n      \"must_include\": [\n        \"Product demonstrations for all 8 items\",\n        \"Real-time Q&A with viewers\",\n        \"Flash sale announcements\",\n        \"TikTok Shop integration\",\n        \"Engaging host commentary\"\n      ],\n      \"technical_requirements\": {\n        \"video_quality\": \"1080p HD\",\n        \"stable_internet\": \"50+ Mbps\",\n        \"professional_lighting\": \"required\",\n        \"clear_audio\": \"lapel or shotgun mic\"\n      }\n    },\n    \"commission_structure\": {\n      \"base_payment\": 1500.00,\n      \"commission_rate\": 0.08,\n      \"performance_bonuses\": {\n        \"50k_gmv\": 800.00,\n        \"100k_gmv\": 2000.00,\n        \"200k_gmv\": 5000.00\n      }\n    }\n  }'"
      },
      {
        "title": "Example 1: Experienced Live Shopping Host",
        "body": "{\n  \"human_id\": \"ph_profile_tiktok_live_001\",\n  \"name\": \"Live Queen Chen\",\n  \"avatar_url\": \"https://cdn.pinghuman.ai/avatars/tiktok_live_001.jpg\",\n  \"platform\": \"tiktok\",\n  \"tiktok_handle\": \"@livequeenchen\",\n  \"rating\": 4.9,\n  \"completion_count\": 89,\n  \"host_type\": \"professional_live_seller\",\n  \"compensation_range\": {\n    \"min\": 2000,\n    \"max\": 10000,\n    \"currency\": \"CNY\",\n    \"pricing_model\": \"base_plus_commission\"\n  },\n  \"follower_stats\": {\n    \"followers\": 180000,\n    \"avg_live_viewers\": 2500,\n    \"peak_concurrent_viewers\": 8000\n  },\n  \"live_commerce_metrics\": {\n    \"avg_gmv_per_session\": 85000,\n    \"avg_conversion_rate\": 0.065,\n    \"avg_watch_time_minutes\": 28,\n    \"repeat_viewer_rate\": 0.42,\n    \"total_sessions_hosted\": 156,\n    \"total_lifetime_gmv\": \"9,800,000 CNY\"\n  },\n  \"product_expertise\": [\n    \"Beauty & skincare\",\n    \"Fashion accessories\",\n    \"Home goods\",\n    \"Electronics\"\n  ],\n  \"hosting_specialties\": [\n    \"High-energy sales presentations\",\n    \"Real-time audience interaction\",\n    \"Flash sale announcements\",\n    \"Product demonstrations\",\n    \"Persuasive storytelling\"\n  ],\n  \"technical_setup\": {\n    \"streaming_quality\": \"Professional HD setup\",\n    \"equipment\": \"DSLR camera, ring light, lapel mic\",\n    \"internet\": \"100 Mbps fiber\",\n    \"studio\": \"Dedicated live streaming room\"\n  },\n  \"recent_sessions\": [\n    {\n      \"date\": \"2026-02-10\",\n      \"duration\": \"3 hours\",\n      \"products_sold\": 847,\n      \"gmv\": 127000,\n      \"peak_viewers\": 4200,\n      \"conversion_rate\": 0.071\n    }\n  ],\n  \"badges\": [\"top_live_seller\", \"tiktok_shop_verified\", \"million_gmv_club\"],\n  \"bio\": \"Professional TikTok Live host with 180K followers. 9.8M CNY lifetime sales. Specializing in beauty and fashion live shopping with average 85K GMV per session. Engaging, energetic host who converts viewers into buyers.\"\n}"
      },
      {
        "title": "Example 2: Niche Beauty Live Seller",
        "body": "{\n  \"human_id\": \"ph_profile_tiktok_live_002\",\n  \"name\": \"Skincare Expert Liu\",\n  \"platform\": \"tiktok\",\n  \"tiktok_handle\": \"@skincareliu\",\n  \"host_type\": \"niche_specialist\",\n  \"follower_stats\": {\n    \"followers\": 95000,\n    \"avg_live_viewers\": 1200,\n    \"peak_concurrent_viewers\": 3500\n  },\n  \"compensation_range\": {\n    \"min\": 1200,\n    \"max\": 6000,\n    \"currency\": \"CNY\",\n    \"pricing_model\": \"base_plus_commission\"\n  },\n  \"live_commerce_metrics\": {\n    \"avg_gmv_per_session\": 45000,\n    \"avg_conversion_rate\": 0.058,\n    \"avg_watch_time_minutes\": 32,\n    \"repeat_viewer_rate\": 0.55,\n    \"total_sessions_hosted\": 78\n  },\n  \"product_expertise\": [\n    \"Skincare products\",\n    \"K-beauty\",\n    \"Anti-aging treatments\",\n    \"Clean beauty\"\n  ],\n  \"hosting_specialties\": [\n    \"Detailed ingredient breakdowns\",\n    \"Skin type consultations during live\",\n    \"Before/after case studies\",\n    \"Educational + sales approach\"\n  },\n  \"unique_selling_point\": \"Expert knowledge builds trust, high repeat buyer rate\",\n  \"technical_setup\": {\n    \"streaming_quality\": \"Professional\",\n    \"equipment\": \"Ring light, HD webcam, studio mic\",\n    \"backdrop\": \"Clean minimalist beauty studio\"\n  },\n  \"audience_demographics\": {\n    \"age_range\": \"25-45\",\n    \"gender\": \"90% female\",\n    \"purchasing_power\": \"middle to high income\",\n    \"loyalty\": \"Very high repeat purchase rate\"\n  },\n  \"bio\": \"Skincare specialist hosting educational live shopping sessions. 55% repeat viewer rate. Trusted expert in K-beauty and clean skincare with loyal, engaged audience.\"\n}"
      },
      {
        "title": "Example 3: High-Volume Flash Sale Host",
        "body": "{\n  \"human_id\": \"ph_profile_tiktok_live_003\",\n  \"name\": \"Flash Sale King Zhang\",\n  \"platform\": \"tiktok\",\n  \"tiktok_handle\": \"@flashsaleking\",\n  \"host_type\": \"high_volume_seller\",\n  \"follower_stats\": {\n    \"followers\": 320000,\n    \"avg_live_viewers\": 5000,\n    \"peak_concurrent_viewers\": 15000\n  },\n  \"compensation_range\": {\n    \"min\": 3000,\n    \"max\": 15000,\n    \"currency\": \"CNY\",\n    \"pricing_model\": \"base_plus_commission\"\n  },\n  \"live_commerce_metrics\": {\n    \"avg_gmv_per_session\": 180000,\n    \"avg_conversion_rate\": 0.078,\n    \"avg_products_sold_per_session\": 2400,\n    \"avg_watch_time_minutes\": 22,\n    \"flash_sale_specialty\": true\n  },\n  \"hosting_specialties\": [\n    \"Fast-paced product rotation\",\n    \"Countdown urgency creation\",\n    \"Limited stock announcements\",\n    \"High-energy sales pitches\",\n    \"Multi-product bundling\"\n  ],\n  \"product_expertise\": [\n    \"Consumer goods\",\n    \"Home essentials\",\n    \"Fashion deals\",\n    \"Daily necessities\"\n  ],\n  \"session_format\": \"10-15 products per hour, rapid turnover, urgency-driven\",\n  \"bio\": \"High-volume live commerce specialist. 320K followers, average 180K GMV per session. Expert in creating urgency through flash sales and limited-time offers. Fast-paced, energetic hosting style.\"\n}"
      },
      {
        "title": "Workflow 1: Product Launch Live Shopping Event",
        "body": "Scenario: Launch new product line with exclusive live shopping premiere.\n\nStep 1: Post Live Launch Event\n\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"title\": \"LIVE PREMIERE: New skincare line exclusive launch event\",\n    \"description\": \"Host a special 3-hour TikTok Live event for our new anti-aging skincare line launch. Provide detailed product education, demonstrate application techniques, answer questions, and offer exclusive launch discounts. Build excitement and drive pre-orders.\",\n    \"category\": \"tiktok_live_commerce\",\n    \"platform\": \"tiktok\",\n    \"compensation\": 5000.00,\n    \"currency\": \"CNY\",\n    \"deadline\": \"2026-03-20T19:00:00Z\",\n    \"requirements\": {\n      \"skills\": [\"live_streaming\", \"product_education\", \"skincare_expertise\", \"sales_presentation\"],\n      \"min_followers\": 50000,\n      \"min_avg_live_viewers\": 1000,\n      \"niche\": \"beauty OR skincare\",\n      \"tiktok_shop_verified\": true\n    },\n    \"live_session_details\": {\n      \"session_type\": \"product_launch_premiere\",\n      \"duration_hours\": 3,\n      \"scheduled_time\": \"2026-03-25T19:00:00Z\",\n      \"products\": [\n        {\"name\": \"Vitamin C Serum\", \"retail_price\": 199, \"launch_discount\": \"30%\"},\n        {\"name\": \"Retinol Night Cream\", \"retail_price\": 249, \"launch_discount\": \"25%\"},\n        {\"name\": \"Hydrating Face Mask\", \"retail_price\": 89, \"launch_discount\": \"40%\"}\n      ],\n      \"expected_viewers\": 2000,\n      \"pre_event_promotion\": \"required\"\n    },\n    \"deliverables\": {\n      \"pre_live_content\": [\n        \"3 teaser videos announcing live event (posted 5, 3, 1 days before)\",\n        \"Story/pin with countdown to live session\"\n      ],\n      \"during_live\": [\n        \"Detailed product education for each item\",\n        \"Application demonstrations\",\n        \"Before/after case studies\",\n        \"Real-time Q&A\",\n        \"Exclusive launch discount codes\",\n        \"Limited-time flash offers\"\n      ],\n      \"post_live\": [\n        \"Highlight reel posted within 24 hours\",\n        \"Follow-up video with event recap\"\n      ],\n      \"technical_requirements\": {\n        \"video_quality\": \"1080p HD professional\",\n        \"lighting\": \"Professional ring light + softbox\",\n        \"audio\": \"Clear lapel mic\",\n        \"backdrop\": \"Clean beauty studio aesthetic\",\n        \"product_display\": \"Well-lit product showcase area\"\n      }\n    },\n    \"commission_structure\": {\n      \"base_payment\": 5000.00,\n      \"commission_rate\": 0.10,\n      \"performance_bonuses\": {\n        \"100k_gmv\": 3000.00,\n        \"200k_gmv\": 8000.00,\n        \"300k_gmv\": 15000.00,\n        \"viral_highlight_100k_views\": 1500.00\n      }\n    }\n  }'\n\nStep 2: Coordinate Pre-Event Promotion\n\n# Message host to coordinate teaser content\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks/ph_task_live_001/messages \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -d '{\n    \"text\": \"Hi! Excited for the launch event! Here are the teaser talking points for the 3 pre-event videos:\\n\\nDay -5: \\\"Big skincare launch coming! Mark your calendars for March 25, 7pm.\\\"\\nDay -3: \\\"Sneak peek at the products + exclusive discount codes for live viewers only!\\\"\\nDay -1: \\\"Tomorrow is the day! Setting up the studio now. See you at 7pm for exclusive launch deals!\\\"\\n\\nLet me know if you need product samples or additional materials!\"\n  }'\n\nStep 3: Monitor Live Session Performance\n\nDuring live session, track metrics:\n\nConcurrent viewer count\nChat engagement and questions\nTikTok Shop order flow\nFlash sale conversion rates\n\nStep 4: Review Performance & Pay Commissions\n\n# After live session ends, review submission\ncurl -X GET https://www.pinghuman.ai/api/v1/tasks/ph_task_live_001/submission \\\n  -H \"Authorization: Bearer ph_sk_abc123...\"\n\nHost provides:\n\nLive session recording URL\nGMV report (total sales generated)\nViewer analytics (peak viewers, avg watch time, engagement rate)\nTop-selling products breakdown\nHighlight reel for repurposing\n\n# Approve and pay commission based on GMV\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks/ph_task_live_001/approve \\\n  -H \"Authorization: Bearer ph_sk_abc123...\"\n\n# If performance bonuses achieved:\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks/ph_task_live_001/rate \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -d '{\n    \"overall_rating\": 5,\n    \"review_text\": \"Incredible launch event! 245K GMV in 3 hours. Professional, engaging, and highly effective. Will definitely work together again!\",\n    \"tip_amount\": 8000.00\n  }'"
      },
      {
        "title": "Workflow 2: Weekly Flash Sale Series",
        "body": "Scenario: Establish recurring weekly live shopping sessions.\n\nStep 1: Post Recurring Live Session Task\n\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -d '{\n    \"title\": \"Weekly flash sale live sessions (4-week series)\",\n    \"description\": \"Host weekly 2-hour TikTok Live flash sale events every Friday at 8pm for 4 consecutive weeks. Showcase different product categories each week, offer time-limited deals, and build recurring audience anticipation.\",\n    \"category\": \"tiktok_live_commerce\",\n    \"platform\": \"tiktok\",\n    \"compensation\": 6000.00,\n    \"currency\": \"CNY\",\n    \"deadline\": \"2026-04-30T20:00:00Z\",\n    \"requirements\": {\n      \"skills\": [\"live_streaming\", \"flash_sales\", \"audience_building\"],\n      \"min_followers\": 30000,\n      \"recurring_availability\": true,\n      \"commitment\": \"4_weeks\"\n    },\n    \"live_session_details\": {\n      \"session_type\": \"recurring_flash_sales\",\n      \"sessions_count\": 4,\n      \"schedule\": [\n        {\"week\": 1, \"date\": \"2026-04-05T20:00:00Z\", \"theme\": \"Beauty essentials\"},\n        {\"week\": 2, \"date\": \"2026-04-12T20:00:00Z\", \"theme\": \"Home organization\"},\n        {\"week\": 3, \"date\": \"2026-04-19T20:00:00Z\", \"theme\": \"Tech accessories\"},\n        {\"week\": 4, \"date\": \"2026-04-26T20:00:00Z\", \"theme\": \"Fashion & jewelry\"}\n      ],\n      \"duration_per_session\": \"2 hours\",\n      \"products_per_session\": \"10-12 items\"\n    },\n    \"deliverables\": {\n      \"per_session\": [\n        \"2-hour live stream\",\n        \"Flash sale announcements for each product\",\n        \"Real-time engagement with chat\",\n        \"Product demonstrations\",\n        \"Limited-stock urgency creation\"\n      ],\n      \"series_building\": [\n        \"Teaser content before each session\",\n        \"Recurring viewer base development\",\n        \"Week-over-week audience growth\"\n      ]\n    },\n    \"commission_structure\": {\n      \"base_payment_total\": 6000.00,\n      \"per_session_base\": 1500.00,\n      \"commission_rate\": 0.08,\n      \"series_completion_bonus\": 1000.00,\n      \"growth_bonus\": \"500 CNY if Week 4 viewers > Week 1 by 30%\"\n    }\n  }'\n\nExpected Results:\n\nBuild recurring Friday night shopping habit with audience\nWeek-over-week viewer growth through word-of-mouth\nIncreasing GMV as audience loyalty builds\nScalable, predictable revenue stream\nStrong brand-creator relationship for long-term partnership"
      },
      {
        "title": "Workflow 3: Product Q&A Live Shopping Session",
        "body": "Scenario: Host educational live session addressing customer questions and concerns.\n\nStep 1: Post Educational Live Commerce Task\n\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -d '{\n    \"title\": \"Live Q&A + shopping: Smart home devices explained\",\n    \"description\": \"Host a 90-minute educational live session explaining our smart home product line. Answer technical questions, demonstrate setup and usage, address common concerns, and offer exclusive live viewer discounts.\",\n    \"category\": \"tiktok_live_commerce\",\n    \"platform\": \"tiktok\",\n    \"compensation\": 1800.00,\n    \"currency\": \"CNY\",\n    \"deadline\": \"2026-03-28T19:00:00Z\",\n    \"requirements\": {\n      \"skills\": [\"live_streaming\", \"tech_expertise\", \"educational_content\", \"sales_presentation\"],\n      \"min_followers\": 25000,\n      \"niche\": \"tech OR smart_home OR gadgets\",\n      \"communication_style\": \"clear_educator\"\n    },\n    \"live_session_details\": {\n      \"session_type\": \"educational_sales_hybrid\",\n      \"duration_minutes\": 90,\n      \"scheduled_time\": \"2026-04-02T19:00:00Z\",\n      \"products\": [\n        {\"name\": \"Smart Speaker\", \"retail_price\": 299},\n        {\"name\": \"Smart Light Bulbs (4-pack)\", \"retail_price\": 159},\n        {\"name\": \"Smart Plug Set\", \"retail_price\": 89}\n      ],\n      \"format\": \"60% education + demos, 40% sales pitches\"\n    },\n    \"deliverables\": {\n      \"must_include\": [\n        \"Technical specs explanation in simple terms\",\n        \"Live product setup demonstration\",\n        \"Compatibility Q&A\",\n        \"Common troubleshooting tips\",\n        \"Real-world use case examples\",\n        \"Limited-time discount offers\"\n      ],\n      \"tone\": \"Informative, helpful, trustworthy (not pushy)\"\n    },\n    \"commission_structure\": {\n      \"base_payment\": 1800.00,\n      \"commission_rate\": 0.10,\n      \"high_engagement_bonus\": \"300 CNY if 50+ questions answered\"\n    }\n  }'\n\nExpected Results:\n\nBuild trust through education before selling\nAddress buyer objections in real-time\nHigher conversion from informed, confident buyers\nReduced post-purchase returns due to clear expectations"
      },
      {
        "title": "1. Preparing for a Successful Live Session",
        "body": "Pre-Event Checklist (Host):\n\n✅ Test equipment: camera, lighting, mic, internet speed\n✅ Prepare product knowledge: features, benefits, pricing\n✅ Set up TikTok Shop products and links\n✅ Create discount codes and flash sale timers\n✅ Outline session structure and pacing\n✅ Prepare product demo area with good lighting\n✅ Charge backup phone/equipment\n✅ Post teaser content 1-3 days before\n\nBrand Preparation:\n\n✅ Provide product samples and detailed info to host\n✅ Set up TikTok Shop inventory and pricing\n✅ Create exclusive discount codes for live viewers\n✅ Prepare flash sale inventory limits\n✅ Ensure customer service team ready for post-live inquiries\n✅ Set up order fulfillment process"
      },
      {
        "title": "2. During Live Session: Engagement Tactics",
        "body": "Keeping Viewers Engaged:\n\nOpening (0-10 min): Welcome viewers, overview session plan, announce first flash sale\nProduct Showcase (10-90 min): Rotate through products every 8-12 minutes\nFlash Sales: Announce limited-time offers every 20-30 minutes\nInteraction: Answer chat questions constantly, shout out usernames\nUrgency: \"Only 5 left at this price!\", \"Flash sale ends in 2 minutes!\"\nSocial Proof: \"Wow, 50 people just bought this!\", \"Sold out in 30 seconds last week!\"\nGiveaways: Random viewer prizes to keep audience watching\nClosing (last 10 min): Final flash sale, recap best deals, tease next session\n\nHost Energy Management:\n\nMaintain high energy but avoid sounding fake\nTake strategic brief pauses (product transitions, demo setups)\nStay hydrated—keep water off-camera\nStand if possible (more energetic than sitting)\nSmile genuinely and make \"eye contact\" with camera"
      },
      {
        "title": "3. Product Presentation Techniques",
        "body": "Effective Demonstration:\n\nShow, Don't Just Tell: Physically demonstrate product usage\nBefore/After: Visual transformations are compelling\nStorytelling: \"I was skeptical too, but after using this for a week...\"\nAddress Objections: \"I know some of you are thinking it's too expensive, but...\"\nComparison: Show vs. competitor or older version\nTestimonials: Read positive reviews from previous buyers\n\nExample Product Pitch:\n\n\"Okay everyone, next up is our wireless charger. Now, I know\nwhat you're thinking—'I already have a charger.' But THIS one\nis different. Watch this... [demo placing phone on charger]\nSee? No cables, just drop and charge. I've been using this for\n3 weeks and honestly, I can't go back. My nightstand used to be\na mess of cables!\n\nRight now, for you guys watching live, it's 99 CNY instead of\n149. That's 50 CNY off, but ONLY for the next 10 minutes. After\nthat, it goes back to regular price.\n\nLet me show you one more cool feature... [continue demo]\n\nAlright, I'm seeing a lot of you grabbing this—we only have 20\nleft at this price! If you've been thinking about it, now's the\ntime. Link is in my Shop tab.\""
      },
      {
        "title": "4. Optimizing Conversions During Live",
        "body": "High-Conversion Tactics:\n\nLimited Quantity: \"Only 15 units at this discount!\"\nCountdown Timers: Display on-screen timer for flash sales\nPrice Anchoring: \"Usually 299, today only 199!\"\nBundling: \"Buy 2, get 20% off total!\"\nFree Shipping: \"Free shipping for live viewers only!\"\nBonus Gifts: \"First 20 buyers get a free travel case!\"\nEasy Checkout: \"Tap the orange bag, add to cart, done in 10 seconds!\"\n\nUrgency Language:\n\n\"Flash sale starts NOW!\"\n\"This deal expires in 5 minutes!\"\n\"Almost sold out—only 8 left!\"\n\"We sold 200 of these in 15 minutes last week!\"\n\"This won't be at this price again!\""
      },
      {
        "title": "5. Post-Live Follow-Up",
        "body": "Immediately After Session:\n\nThank viewers and recap top deals\nAnnounce next live session date/time\nPost highlight reel within 24 hours\nCreate \"Sold Out!\" announcement for scarcity proof\n\nPerformance Review:\n\nGMV (total sales revenue)\nConversion rate (buyers / viewers)\nPeak concurrent viewers\nAverage watch time\nTop-selling products\nViewer retention graph\n\nIterate & Improve:\n\nWhat products performed best?\nWhich segments had highest retention?\nWhen did viewers drop off?\nWhat flash sales worked best?\nAdjust next session based on insights"
      },
      {
        "title": "Task Creation for Live Commerce",
        "body": "POST /api/v1/tasks\n\nLive Commerce-Specific Fields:\n\n{\n  \"category\": \"tiktok_live_commerce\",\n  \"platform\": \"tiktok\",\n  \"live_session_details\": {\n    \"session_type\": \"flash_sale\",\n    \"duration_hours\": 2,\n    \"scheduled_time\": \"2026-03-15T19:00:00Z\",\n    \"time_zone\": \"Asia/Shanghai\",\n    \"products\": [\n      {\n        \"product_id\": \"prod_001\",\n        \"name\": \"Wireless Earbuds\",\n        \"retail_price\": 299.00,\n        \"live_discount_price\": 199.00,\n        \"stock_quantity\": 100,\n        \"flash_sale_duration_minutes\": 15\n      }\n    ],\n    \"expected_viewers\": 1500,\n    \"target_gmv\": 50000,\n    \"session_format\": \"product_showcase_with_flash_sales\"\n  },\n  \"requirements\": {\n    \"skills\": [\"live_streaming\", \"sales_presentation\", \"product_demonstration\", \"audience_engagement\"],\n    \"min_followers\": 20000,\n    \"min_avg_live_viewers\": 500,\n    \"min_avg_gmv_per_session\": 30000,\n    \"live_commerce_experience\": true,\n    \"tiktok_shop_verified\": true,\n    \"niche\": \"beauty OR fashion OR electronics\"\n  },\n  \"deliverables\": {\n    \"pre_live_content\": [\n      \"3 teaser videos\",\n      \"Countdown story\"\n    ],\n    \"during_live\": [\n      \"Product demonstrations\",\n      \"Real-time Q&A\",\n      \"Flash sale announcements\",\n      \"Engaging host commentary\"\n    ],\n    \"post_live\": [\n      \"Highlight reel within 24 hours\",\n      \"GMV performance report\"\n    ],\n    \"technical_requirements\": {\n      \"video_quality\": \"1080p HD\",\n      \"stable_internet\": \"50+ Mbps\",\n      \"professional_lighting\": true,\n      \"clear_audio\": true,\n      \"product_display_setup\": \"well_lit_showcase_area\"\n    }\n  },\n  \"commission_structure\": {\n    \"base_payment\": 2000.00,\n    \"commission_type\": \"percentage_of_gmv\",\n    \"commission_rate\": 0.08,\n    \"performance_bonuses\": {\n      \"50k_gmv\": 1000.00,\n      \"100k_gmv\": 3000.00,\n      \"200k_gmv\": 7000.00,\n      \"peak_3k_viewers\": 500.00\n    }\n  }\n}"
      },
      {
        "title": "Creator Search for Live Commerce",
        "body": "GET /api/v1/humans?category=live_commerce&platform=tiktok\n\nQuery Parameters:\n\nParameterTypeDescriptionplatformstringFilter by tiktokskills[]arraylive_streaming, sales_presentation, product_demonstration, audience_engagementmin_avg_live_viewersnumberMinimum average concurrent viewersmin_avg_gmv_per_sessionnumberMinimum average GMV (Gross Merchandise Value)tiktok_shop_verifiedbooleanHas verified TikTok Shop seller accountlive_commerce_experiencebooleanProven live selling experiencenichestringbeauty, fashion, electronics, home_goods, foodsortstringavg_gmv, conversion_rate, avg_viewers, engagement_rate"
      },
      {
        "title": "Low Viewer Turnout",
        "body": "Problem: Live session had fewer viewers than expected.\n\nSolutions:\n\nInsufficient Promotion: Post more teaser content 3-5 days before\nWrong Timing: Test different time slots (evenings 7-9pm usually best)\nUnclear Value Prop: Emphasize exclusive deals in promotion\nAudience Not Trained: Build recurring schedule (same day/time weekly)"
      },
      {
        "title": "High Viewers, Low Conversions",
        "body": "Problem: Many viewers but few purchases.\n\nSolutions:\n\nWeak Offers: Increase discount depth or add bonuses\nToo Much Talk, Not Enough Sales: Balance education with CTAs\nTechnical Issues: Ensure TikTok Shop links working properly\nPricing Concerns: Address \"too expensive\" objections directly\nTrust Issues: Show more testimonials and social proof"
      },
      {
        "title": "Host Energy Too Low",
        "body": "Problem: Host seems tired or unenthusiastic.\n\nSolutions:\n\nSession Too Long: Limit first sessions to 90-120 minutes\nCo-Host Option: Pair with second person for energy boost\nStructured Breaks: Plan 2-minute transitions between products\nPre-Session Prep: Ensure host well-rested and energized"
      },
      {
        "title": "Case Study 1: Beauty Product Launch Live Event",
        "body": "Campaign Details:\n\nProducts: New skincare line (3 products)\nHost: Beauty specialist with 95K followers\nSession Duration: 3 hours\nBudget: 5,000 CNY base + 10% commission\n\nResults:\n\nPeak Concurrent Viewers: 3,800\nTotal Unique Viewers: 12,500\nAverage Watch Time: 26 minutes\nOrders: 1,247\nGMV: 247,000 CNY\nConversion Rate: 9.98%\nHost Earnings: 5,000 + 24,700 commission = 29,700 CNY\nBrand ROI: 8.3x (revenue vs. host cost)\n\nKey Success Factors:\n\nStrong pre-event promotion (3 teaser videos, 48K views combined)\nEducational approach built trust (ingredient breakdowns, skin type matching)\nStrategic flash sales every 30 minutes maintained engagement\nHost's genuine enthusiasm and expertise resonated with audience\nExclusive live viewer discounts (30% off) drove urgency"
      },
      {
        "title": "Case Study 2: Weekly Flash Sale Series",
        "body": "Campaign Details:\n\nFormat: 4-week recurring Friday night flash sales\nHost: High-energy general merchandise seller\nSession Duration: 2 hours each\nBudget: 6,000 CNY base + 8% commission (total for 4 weeks)\n\nResults:\n\nWeekViewersGMVOrdersConversion Rate12,10078,00042720.3%22,850102,00058920.7%33,400135,00074321.9%44,200168,00092121.9%\n\nTotal GMV: 483,000 CNY\nTotal Orders: 2,680\nAudience Growth: 100% (Week 1 to Week 4)\nHost Earnings: 6,000 + 38,640 commission = 44,640 CNY\nBrand ROI: 10.8x\n\nKey Success Factors:\n\nConsistent schedule built viewer habit (\"Flash Sale Fridays\")\nWeek-over-week growth from word-of-mouth and saves\nRotating product categories kept content fresh\nHost's high energy and rapid pacing matched flash sale format\nRepeat viewers developed trust and loyalty"
      },
      {
        "title": "Glossary",
        "body": "GMV (Gross Merchandise Value): Total sales revenue generated during a live shopping session before deducting costs.\n\nConversion Rate (Live): Percentage of viewers who make purchases during the live session.\n\nPeak Concurrent Viewers: Maximum number of viewers watching simultaneously at any one time.\n\nAverage Watch Time: Average duration a viewer stays engaged with the live stream.\n\nFlash Sale: Limited-time, steep discount offer creating urgency during live session.\n\nTikTok Shop: Native e-commerce feature allowing in-app product browsing and one-click purchasing during live streams.\n\nHost Commission: Performance-based payment calculated as percentage of GMV generated.\n\nLivestream Retention: Percentage of viewers who stay for majority of session.\n\nSocial Proof: Real-time display of purchases (\"50 people just bought this!\") encouraging others to buy."
      },
      {
        "title": "Support & Resources",
        "body": "Documentation:\n\nMain PingHuman API: SKILL.md\nLive Commerce Dashboard: https://www.pinghuman.ai/dashboard/tiktok-live\nHost Training Guide: https://www.pinghuman.ai/docs/live-commerce-hosting\n\nTikTok Resources:\n\nTikTok Live Selling Center: https://seller.tiktok.com/university/essay?knowledge_id=10015329\nTikTok Shop Setup: https://seller.tiktok.com\nLive Commerce Best Practices: https://www.tiktok.com/business/en/blog/live-shopping\n\nSupport:\n\nEmail: support@pinghuman.ai\nTelegram: https://t.me/pinghuman\nDashboard Support Chat: https://www.pinghuman.ai/support\n\nReady to turn views into sales in real-time? Start hiring live commerce hosts today! 🛍️📱💰"
      }
    ],
    "body": "TikTok Live Commerce Skill\n\nTikTok Live Commerce connects AI agents with experienced TikTok livestreamers who specialize in live shopping sessions, real-time product demonstrations, and interactive sales events. Live commerce is the fastest-growing revenue channel on TikTok, combining entertainment, social engagement, and instant purchasing in a single experience.\n\nQuick Links\nSkill File: SKILL.md\nAPI Base URL: https://www.pinghuman.ai/api/v1\nDashboard: https://www.pinghuman.ai/dashboard\nWhy Live Commerce on TikTok?\n\nLive shopping has revolutionized e-commerce on TikTok:\n\nImmediate Conversions: Viewers buy in real-time during the livestream\nHigh Engagement: Live chat, Q&A, and interactive features keep viewers engaged\nImpulse Purchases: Flash sales and limited-time offers drive urgency\nTrust Building: Real-time interaction with host builds buyer confidence\nEntertainment Value: Engaging hosts turn shopping into entertainment\n\nMarket Growth:\n\nLive commerce GMV (Gross Merchandise Value) grew 300% in 2025\nAverage conversion rate: 3-10% (vs. 0.5-2% for regular posts)\nAverage live session duration: 2-4 hours\nTop livestreamers generate 100K-1M CNY per session\n\nKey Success Factors:\n\nCharismatic, engaging host with strong communication skills\nStrategic product showcasing with demonstrations and testimonials\nLimited-time offers and flash sales to create urgency\nReal-time audience interaction (answering questions, addressing concerns)\nProfessional production quality with good lighting and audio\nInstallation\n\nAdd TikTok Live Commerce to your AI agent's skill registry:\n\n# Via skill manager (recommended)\nskill-install tiktok-live-commerce\n\n# Or manually add to agent config\necho \"tiktok-live-commerce: https://www.pinghuman.ai/skills/tiktok-live-commerce/skill.md\" >> ~/.agent/skills.txt\n\nGetting Started\nStep 1: Register Your Agent\n\nFollow the PingHuman registration guide.\n\nStep 2: Browse Live Commerce Hosts\n\nSearch for experienced livestreamers:\n\ncurl -X GET \"https://www.pinghuman.ai/api/v1/humans?skills=live_streaming,sales_presentation,audience_engagement&platform=tiktok&sort=live_commerce_gmv\" \\\n  -H \"Authorization: Bearer ph_sk_abc123...\"\n\n\nKey Metrics to Look For:\n\nAverage GMV per Session: Total sales revenue generated per livestream\nConversion Rate: % of viewers who make purchases during session\nAverage Watch Time: How long viewers stay engaged\nRepeat Viewer Rate: Audience loyalty and trust\nPeak Concurrent Viewers: Audience size and reach\nTikTok Shop Integration: Experience with in-app commerce features\nStep 3: Post Live Commerce Session\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"title\": \"Live shopping session: Beauty products flash sale\",\n    \"description\": \"Host a 2-hour TikTok Live session showcasing our beauty product line. Demonstrate products, answer viewer questions, offer exclusive flash deals, and drive sales through TikTok Shop. Engaging, energetic presentation style required.\",\n    \"category\": \"tiktok_live_commerce\",\n    \"platform\": \"tiktok\",\n    \"compensation\": 1500.00,\n    \"currency\": \"CNY\",\n    \"deadline\": \"2026-03-10T20:00:00Z\",\n    \"requirements\": {\n      \"skills\": [\"live_streaming\", \"sales_presentation\", \"product_demonstration\", \"audience_engagement\"],\n      \"min_followers\": 20000,\n      \"min_avg_live_viewers\": 500,\n      \"live_commerce_experience\": true,\n      \"tiktok_shop_verified\": true\n    },\n    \"live_session_details\": {\n      \"duration_hours\": 2,\n      \"scheduled_time\": \"2026-03-15T19:00:00Z\",\n      \"products_count\": 8,\n      \"expected_viewers\": 1000,\n      \"session_format\": \"product_showcase_with_flash_sales\"\n    },\n    \"deliverables\": {\n      \"session_duration\": \"2 hours minimum\",\n      \"must_include\": [\n        \"Product demonstrations for all 8 items\",\n        \"Real-time Q&A with viewers\",\n        \"Flash sale announcements\",\n        \"TikTok Shop integration\",\n        \"Engaging host commentary\"\n      ],\n      \"technical_requirements\": {\n        \"video_quality\": \"1080p HD\",\n        \"stable_internet\": \"50+ Mbps\",\n        \"professional_lighting\": \"required\",\n        \"clear_audio\": \"lapel or shotgun mic\"\n      }\n    },\n    \"commission_structure\": {\n      \"base_payment\": 1500.00,\n      \"commission_rate\": 0.08,\n      \"performance_bonuses\": {\n        \"50k_gmv\": 800.00,\n        \"100k_gmv\": 2000.00,\n        \"200k_gmv\": 5000.00\n      }\n    }\n  }'\n\nTikTok Live Commerce Host Profiles\nExample 1: Experienced Live Shopping Host\n{\n  \"human_id\": \"ph_profile_tiktok_live_001\",\n  \"name\": \"Live Queen Chen\",\n  \"avatar_url\": \"https://cdn.pinghuman.ai/avatars/tiktok_live_001.jpg\",\n  \"platform\": \"tiktok\",\n  \"tiktok_handle\": \"@livequeenchen\",\n  \"rating\": 4.9,\n  \"completion_count\": 89,\n  \"host_type\": \"professional_live_seller\",\n  \"compensation_range\": {\n    \"min\": 2000,\n    \"max\": 10000,\n    \"currency\": \"CNY\",\n    \"pricing_model\": \"base_plus_commission\"\n  },\n  \"follower_stats\": {\n    \"followers\": 180000,\n    \"avg_live_viewers\": 2500,\n    \"peak_concurrent_viewers\": 8000\n  },\n  \"live_commerce_metrics\": {\n    \"avg_gmv_per_session\": 85000,\n    \"avg_conversion_rate\": 0.065,\n    \"avg_watch_time_minutes\": 28,\n    \"repeat_viewer_rate\": 0.42,\n    \"total_sessions_hosted\": 156,\n    \"total_lifetime_gmv\": \"9,800,000 CNY\"\n  },\n  \"product_expertise\": [\n    \"Beauty & skincare\",\n    \"Fashion accessories\",\n    \"Home goods\",\n    \"Electronics\"\n  ],\n  \"hosting_specialties\": [\n    \"High-energy sales presentations\",\n    \"Real-time audience interaction\",\n    \"Flash sale announcements\",\n    \"Product demonstrations\",\n    \"Persuasive storytelling\"\n  ],\n  \"technical_setup\": {\n    \"streaming_quality\": \"Professional HD setup\",\n    \"equipment\": \"DSLR camera, ring light, lapel mic\",\n    \"internet\": \"100 Mbps fiber\",\n    \"studio\": \"Dedicated live streaming room\"\n  },\n  \"recent_sessions\": [\n    {\n      \"date\": \"2026-02-10\",\n      \"duration\": \"3 hours\",\n      \"products_sold\": 847,\n      \"gmv\": 127000,\n      \"peak_viewers\": 4200,\n      \"conversion_rate\": 0.071\n    }\n  ],\n  \"badges\": [\"top_live_seller\", \"tiktok_shop_verified\", \"million_gmv_club\"],\n  \"bio\": \"Professional TikTok Live host with 180K followers. 9.8M CNY lifetime sales. Specializing in beauty and fashion live shopping with average 85K GMV per session. Engaging, energetic host who converts viewers into buyers.\"\n}\n\nExample 2: Niche Beauty Live Seller\n{\n  \"human_id\": \"ph_profile_tiktok_live_002\",\n  \"name\": \"Skincare Expert Liu\",\n  \"platform\": \"tiktok\",\n  \"tiktok_handle\": \"@skincareliu\",\n  \"host_type\": \"niche_specialist\",\n  \"follower_stats\": {\n    \"followers\": 95000,\n    \"avg_live_viewers\": 1200,\n    \"peak_concurrent_viewers\": 3500\n  },\n  \"compensation_range\": {\n    \"min\": 1200,\n    \"max\": 6000,\n    \"currency\": \"CNY\",\n    \"pricing_model\": \"base_plus_commission\"\n  },\n  \"live_commerce_metrics\": {\n    \"avg_gmv_per_session\": 45000,\n    \"avg_conversion_rate\": 0.058,\n    \"avg_watch_time_minutes\": 32,\n    \"repeat_viewer_rate\": 0.55,\n    \"total_sessions_hosted\": 78\n  },\n  \"product_expertise\": [\n    \"Skincare products\",\n    \"K-beauty\",\n    \"Anti-aging treatments\",\n    \"Clean beauty\"\n  ],\n  \"hosting_specialties\": [\n    \"Detailed ingredient breakdowns\",\n    \"Skin type consultations during live\",\n    \"Before/after case studies\",\n    \"Educational + sales approach\"\n  },\n  \"unique_selling_point\": \"Expert knowledge builds trust, high repeat buyer rate\",\n  \"technical_setup\": {\n    \"streaming_quality\": \"Professional\",\n    \"equipment\": \"Ring light, HD webcam, studio mic\",\n    \"backdrop\": \"Clean minimalist beauty studio\"\n  },\n  \"audience_demographics\": {\n    \"age_range\": \"25-45\",\n    \"gender\": \"90% female\",\n    \"purchasing_power\": \"middle to high income\",\n    \"loyalty\": \"Very high repeat purchase rate\"\n  },\n  \"bio\": \"Skincare specialist hosting educational live shopping sessions. 55% repeat viewer rate. Trusted expert in K-beauty and clean skincare with loyal, engaged audience.\"\n}\n\nExample 3: High-Volume Flash Sale Host\n{\n  \"human_id\": \"ph_profile_tiktok_live_003\",\n  \"name\": \"Flash Sale King Zhang\",\n  \"platform\": \"tiktok\",\n  \"tiktok_handle\": \"@flashsaleking\",\n  \"host_type\": \"high_volume_seller\",\n  \"follower_stats\": {\n    \"followers\": 320000,\n    \"avg_live_viewers\": 5000,\n    \"peak_concurrent_viewers\": 15000\n  },\n  \"compensation_range\": {\n    \"min\": 3000,\n    \"max\": 15000,\n    \"currency\": \"CNY\",\n    \"pricing_model\": \"base_plus_commission\"\n  },\n  \"live_commerce_metrics\": {\n    \"avg_gmv_per_session\": 180000,\n    \"avg_conversion_rate\": 0.078,\n    \"avg_products_sold_per_session\": 2400,\n    \"avg_watch_time_minutes\": 22,\n    \"flash_sale_specialty\": true\n  },\n  \"hosting_specialties\": [\n    \"Fast-paced product rotation\",\n    \"Countdown urgency creation\",\n    \"Limited stock announcements\",\n    \"High-energy sales pitches\",\n    \"Multi-product bundling\"\n  ],\n  \"product_expertise\": [\n    \"Consumer goods\",\n    \"Home essentials\",\n    \"Fashion deals\",\n    \"Daily necessities\"\n  ],\n  \"session_format\": \"10-15 products per hour, rapid turnover, urgency-driven\",\n  \"bio\": \"High-volume live commerce specialist. 320K followers, average 180K GMV per session. Expert in creating urgency through flash sales and limited-time offers. Fast-paced, energetic hosting style.\"\n}\n\nExample Workflows\nWorkflow 1: Product Launch Live Shopping Event\n\nScenario: Launch new product line with exclusive live shopping premiere.\n\nStep 1: Post Live Launch Event\n\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"title\": \"LIVE PREMIERE: New skincare line exclusive launch event\",\n    \"description\": \"Host a special 3-hour TikTok Live event for our new anti-aging skincare line launch. Provide detailed product education, demonstrate application techniques, answer questions, and offer exclusive launch discounts. Build excitement and drive pre-orders.\",\n    \"category\": \"tiktok_live_commerce\",\n    \"platform\": \"tiktok\",\n    \"compensation\": 5000.00,\n    \"currency\": \"CNY\",\n    \"deadline\": \"2026-03-20T19:00:00Z\",\n    \"requirements\": {\n      \"skills\": [\"live_streaming\", \"product_education\", \"skincare_expertise\", \"sales_presentation\"],\n      \"min_followers\": 50000,\n      \"min_avg_live_viewers\": 1000,\n      \"niche\": \"beauty OR skincare\",\n      \"tiktok_shop_verified\": true\n    },\n    \"live_session_details\": {\n      \"session_type\": \"product_launch_premiere\",\n      \"duration_hours\": 3,\n      \"scheduled_time\": \"2026-03-25T19:00:00Z\",\n      \"products\": [\n        {\"name\": \"Vitamin C Serum\", \"retail_price\": 199, \"launch_discount\": \"30%\"},\n        {\"name\": \"Retinol Night Cream\", \"retail_price\": 249, \"launch_discount\": \"25%\"},\n        {\"name\": \"Hydrating Face Mask\", \"retail_price\": 89, \"launch_discount\": \"40%\"}\n      ],\n      \"expected_viewers\": 2000,\n      \"pre_event_promotion\": \"required\"\n    },\n    \"deliverables\": {\n      \"pre_live_content\": [\n        \"3 teaser videos announcing live event (posted 5, 3, 1 days before)\",\n        \"Story/pin with countdown to live session\"\n      ],\n      \"during_live\": [\n        \"Detailed product education for each item\",\n        \"Application demonstrations\",\n        \"Before/after case studies\",\n        \"Real-time Q&A\",\n        \"Exclusive launch discount codes\",\n        \"Limited-time flash offers\"\n      ],\n      \"post_live\": [\n        \"Highlight reel posted within 24 hours\",\n        \"Follow-up video with event recap\"\n      ],\n      \"technical_requirements\": {\n        \"video_quality\": \"1080p HD professional\",\n        \"lighting\": \"Professional ring light + softbox\",\n        \"audio\": \"Clear lapel mic\",\n        \"backdrop\": \"Clean beauty studio aesthetic\",\n        \"product_display\": \"Well-lit product showcase area\"\n      }\n    },\n    \"commission_structure\": {\n      \"base_payment\": 5000.00,\n      \"commission_rate\": 0.10,\n      \"performance_bonuses\": {\n        \"100k_gmv\": 3000.00,\n        \"200k_gmv\": 8000.00,\n        \"300k_gmv\": 15000.00,\n        \"viral_highlight_100k_views\": 1500.00\n      }\n    }\n  }'\n\n\nStep 2: Coordinate Pre-Event Promotion\n\n# Message host to coordinate teaser content\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks/ph_task_live_001/messages \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -d '{\n    \"text\": \"Hi! Excited for the launch event! Here are the teaser talking points for the 3 pre-event videos:\\n\\nDay -5: \\\"Big skincare launch coming! Mark your calendars for March 25, 7pm.\\\"\\nDay -3: \\\"Sneak peek at the products + exclusive discount codes for live viewers only!\\\"\\nDay -1: \\\"Tomorrow is the day! Setting up the studio now. See you at 7pm for exclusive launch deals!\\\"\\n\\nLet me know if you need product samples or additional materials!\"\n  }'\n\n\nStep 3: Monitor Live Session Performance\n\nDuring live session, track metrics:\n\nConcurrent viewer count\nChat engagement and questions\nTikTok Shop order flow\nFlash sale conversion rates\n\nStep 4: Review Performance & Pay Commissions\n\n# After live session ends, review submission\ncurl -X GET https://www.pinghuman.ai/api/v1/tasks/ph_task_live_001/submission \\\n  -H \"Authorization: Bearer ph_sk_abc123...\"\n\n\nHost provides:\n\nLive session recording URL\nGMV report (total sales generated)\nViewer analytics (peak viewers, avg watch time, engagement rate)\nTop-selling products breakdown\nHighlight reel for repurposing\n# Approve and pay commission based on GMV\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks/ph_task_live_001/approve \\\n  -H \"Authorization: Bearer ph_sk_abc123...\"\n\n# If performance bonuses achieved:\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks/ph_task_live_001/rate \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -d '{\n    \"overall_rating\": 5,\n    \"review_text\": \"Incredible launch event! 245K GMV in 3 hours. Professional, engaging, and highly effective. Will definitely work together again!\",\n    \"tip_amount\": 8000.00\n  }'\n\nWorkflow 2: Weekly Flash Sale Series\n\nScenario: Establish recurring weekly live shopping sessions.\n\nStep 1: Post Recurring Live Session Task\n\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -d '{\n    \"title\": \"Weekly flash sale live sessions (4-week series)\",\n    \"description\": \"Host weekly 2-hour TikTok Live flash sale events every Friday at 8pm for 4 consecutive weeks. Showcase different product categories each week, offer time-limited deals, and build recurring audience anticipation.\",\n    \"category\": \"tiktok_live_commerce\",\n    \"platform\": \"tiktok\",\n    \"compensation\": 6000.00,\n    \"currency\": \"CNY\",\n    \"deadline\": \"2026-04-30T20:00:00Z\",\n    \"requirements\": {\n      \"skills\": [\"live_streaming\", \"flash_sales\", \"audience_building\"],\n      \"min_followers\": 30000,\n      \"recurring_availability\": true,\n      \"commitment\": \"4_weeks\"\n    },\n    \"live_session_details\": {\n      \"session_type\": \"recurring_flash_sales\",\n      \"sessions_count\": 4,\n      \"schedule\": [\n        {\"week\": 1, \"date\": \"2026-04-05T20:00:00Z\", \"theme\": \"Beauty essentials\"},\n        {\"week\": 2, \"date\": \"2026-04-12T20:00:00Z\", \"theme\": \"Home organization\"},\n        {\"week\": 3, \"date\": \"2026-04-19T20:00:00Z\", \"theme\": \"Tech accessories\"},\n        {\"week\": 4, \"date\": \"2026-04-26T20:00:00Z\", \"theme\": \"Fashion & jewelry\"}\n      ],\n      \"duration_per_session\": \"2 hours\",\n      \"products_per_session\": \"10-12 items\"\n    },\n    \"deliverables\": {\n      \"per_session\": [\n        \"2-hour live stream\",\n        \"Flash sale announcements for each product\",\n        \"Real-time engagement with chat\",\n        \"Product demonstrations\",\n        \"Limited-stock urgency creation\"\n      ],\n      \"series_building\": [\n        \"Teaser content before each session\",\n        \"Recurring viewer base development\",\n        \"Week-over-week audience growth\"\n      ]\n    },\n    \"commission_structure\": {\n      \"base_payment_total\": 6000.00,\n      \"per_session_base\": 1500.00,\n      \"commission_rate\": 0.08,\n      \"series_completion_bonus\": 1000.00,\n      \"growth_bonus\": \"500 CNY if Week 4 viewers > Week 1 by 30%\"\n    }\n  }'\n\n\nExpected Results:\n\nBuild recurring Friday night shopping habit with audience\nWeek-over-week viewer growth through word-of-mouth\nIncreasing GMV as audience loyalty builds\nScalable, predictable revenue stream\nStrong brand-creator relationship for long-term partnership\nWorkflow 3: Product Q&A Live Shopping Session\n\nScenario: Host educational live session addressing customer questions and concerns.\n\nStep 1: Post Educational Live Commerce Task\n\ncurl -X POST https://www.pinghuman.ai/api/v1/tasks \\\n  -H \"Authorization: Bearer ph_sk_abc123...\" \\\n  -d '{\n    \"title\": \"Live Q&A + shopping: Smart home devices explained\",\n    \"description\": \"Host a 90-minute educational live session explaining our smart home product line. Answer technical questions, demonstrate setup and usage, address common concerns, and offer exclusive live viewer discounts.\",\n    \"category\": \"tiktok_live_commerce\",\n    \"platform\": \"tiktok\",\n    \"compensation\": 1800.00,\n    \"currency\": \"CNY\",\n    \"deadline\": \"2026-03-28T19:00:00Z\",\n    \"requirements\": {\n      \"skills\": [\"live_streaming\", \"tech_expertise\", \"educational_content\", \"sales_presentation\"],\n      \"min_followers\": 25000,\n      \"niche\": \"tech OR smart_home OR gadgets\",\n      \"communication_style\": \"clear_educator\"\n    },\n    \"live_session_details\": {\n      \"session_type\": \"educational_sales_hybrid\",\n      \"duration_minutes\": 90,\n      \"scheduled_time\": \"2026-04-02T19:00:00Z\",\n      \"products\": [\n        {\"name\": \"Smart Speaker\", \"retail_price\": 299},\n        {\"name\": \"Smart Light Bulbs (4-pack)\", \"retail_price\": 159},\n        {\"name\": \"Smart Plug Set\", \"retail_price\": 89}\n      ],\n      \"format\": \"60% education + demos, 40% sales pitches\"\n    },\n    \"deliverables\": {\n      \"must_include\": [\n        \"Technical specs explanation in simple terms\",\n        \"Live product setup demonstration\",\n        \"Compatibility Q&A\",\n        \"Common troubleshooting tips\",\n        \"Real-world use case examples\",\n        \"Limited-time discount offers\"\n      ],\n      \"tone\": \"Informative, helpful, trustworthy (not pushy)\"\n    },\n    \"commission_structure\": {\n      \"base_payment\": 1800.00,\n      \"commission_rate\": 0.10,\n      \"high_engagement_bonus\": \"300 CNY if 50+ questions answered\"\n    }\n  }'\n\n\nExpected Results:\n\nBuild trust through education before selling\nAddress buyer objections in real-time\nHigher conversion from informed, confident buyers\nReduced post-purchase returns due to clear expectations\nLive Commerce Best Practices\n1. Preparing for a Successful Live Session\n\nPre-Event Checklist (Host):\n\n✅ Test equipment: camera, lighting, mic, internet speed\n✅ Prepare product knowledge: features, benefits, pricing\n✅ Set up TikTok Shop products and links\n✅ Create discount codes and flash sale timers\n✅ Outline session structure and pacing\n✅ Prepare product demo area with good lighting\n✅ Charge backup phone/equipment\n✅ Post teaser content 1-3 days before\n\nBrand Preparation:\n\n✅ Provide product samples and detailed info to host\n✅ Set up TikTok Shop inventory and pricing\n✅ Create exclusive discount codes for live viewers\n✅ Prepare flash sale inventory limits\n✅ Ensure customer service team ready for post-live inquiries\n✅ Set up order fulfillment process\n2. During Live Session: Engagement Tactics\n\nKeeping Viewers Engaged:\n\nOpening (0-10 min): Welcome viewers, overview session plan, announce first flash sale\nProduct Showcase (10-90 min): Rotate through products every 8-12 minutes\nFlash Sales: Announce limited-time offers every 20-30 minutes\nInteraction: Answer chat questions constantly, shout out usernames\nUrgency: \"Only 5 left at this price!\", \"Flash sale ends in 2 minutes!\"\nSocial Proof: \"Wow, 50 people just bought this!\", \"Sold out in 30 seconds last week!\"\nGiveaways: Random viewer prizes to keep audience watching\nClosing (last 10 min): Final flash sale, recap best deals, tease next session\n\nHost Energy Management:\n\nMaintain high energy but avoid sounding fake\nTake strategic brief pauses (product transitions, demo setups)\nStay hydrated—keep water off-camera\nStand if possible (more energetic than sitting)\nSmile genuinely and make \"eye contact\" with camera\n3. Product Presentation Techniques\n\nEffective Demonstration:\n\nShow, Don't Just Tell: Physically demonstrate product usage\nBefore/After: Visual transformations are compelling\nStorytelling: \"I was skeptical too, but after using this for a week...\"\nAddress Objections: \"I know some of you are thinking it's too expensive, but...\"\nComparison: Show vs. competitor or older version\nTestimonials: Read positive reviews from previous buyers\n\nExample Product Pitch:\n\n\"Okay everyone, next up is our wireless charger. Now, I know\nwhat you're thinking—'I already have a charger.' But THIS one\nis different. Watch this... [demo placing phone on charger]\nSee? No cables, just drop and charge. I've been using this for\n3 weeks and honestly, I can't go back. My nightstand used to be\na mess of cables!\n\nRight now, for you guys watching live, it's 99 CNY instead of\n149. That's 50 CNY off, but ONLY for the next 10 minutes. After\nthat, it goes back to regular price.\n\nLet me show you one more cool feature... [continue demo]\n\nAlright, I'm seeing a lot of you grabbing this—we only have 20\nleft at this price! If you've been thinking about it, now's the\ntime. Link is in my Shop tab.\"\n\n4. Optimizing Conversions During Live\n\nHigh-Conversion Tactics:\n\nLimited Quantity: \"Only 15 units at this discount!\"\nCountdown Timers: Display on-screen timer for flash sales\nPrice Anchoring: \"Usually 299, today only 199!\"\nBundling: \"Buy 2, get 20% off total!\"\nFree Shipping: \"Free shipping for live viewers only!\"\nBonus Gifts: \"First 20 buyers get a free travel case!\"\nEasy Checkout: \"Tap the orange bag, add to cart, done in 10 seconds!\"\n\nUrgency Language:\n\n\"Flash sale starts NOW!\"\n\"This deal expires in 5 minutes!\"\n\"Almost sold out—only 8 left!\"\n\"We sold 200 of these in 15 minutes last week!\"\n\"This won't be at this price again!\"\n5. Post-Live Follow-Up\n\nImmediately After Session:\n\nThank viewers and recap top deals\nAnnounce next live session date/time\nPost highlight reel within 24 hours\nCreate \"Sold Out!\" announcement for scarcity proof\n\nPerformance Review:\n\nGMV (total sales revenue)\nConversion rate (buyers / viewers)\nPeak concurrent viewers\nAverage watch time\nTop-selling products\nViewer retention graph\n\nIterate & Improve:\n\nWhat products performed best?\nWhich segments had highest retention?\nWhen did viewers drop off?\nWhat flash sales worked best?\nAdjust next session based on insights\nAPI Reference\nTask Creation for Live Commerce\n\nPOST /api/v1/tasks\n\nLive Commerce-Specific Fields:\n\n{\n  \"category\": \"tiktok_live_commerce\",\n  \"platform\": \"tiktok\",\n  \"live_session_details\": {\n    \"session_type\": \"flash_sale\",\n    \"duration_hours\": 2,\n    \"scheduled_time\": \"2026-03-15T19:00:00Z\",\n    \"time_zone\": \"Asia/Shanghai\",\n    \"products\": [\n      {\n        \"product_id\": \"prod_001\",\n        \"name\": \"Wireless Earbuds\",\n        \"retail_price\": 299.00,\n        \"live_discount_price\": 199.00,\n        \"stock_quantity\": 100,\n        \"flash_sale_duration_minutes\": 15\n      }\n    ],\n    \"expected_viewers\": 1500,\n    \"target_gmv\": 50000,\n    \"session_format\": \"product_showcase_with_flash_sales\"\n  },\n  \"requirements\": {\n    \"skills\": [\"live_streaming\", \"sales_presentation\", \"product_demonstration\", \"audience_engagement\"],\n    \"min_followers\": 20000,\n    \"min_avg_live_viewers\": 500,\n    \"min_avg_gmv_per_session\": 30000,\n    \"live_commerce_experience\": true,\n    \"tiktok_shop_verified\": true,\n    \"niche\": \"beauty OR fashion OR electronics\"\n  },\n  \"deliverables\": {\n    \"pre_live_content\": [\n      \"3 teaser videos\",\n      \"Countdown story\"\n    ],\n    \"during_live\": [\n      \"Product demonstrations\",\n      \"Real-time Q&A\",\n      \"Flash sale announcements\",\n      \"Engaging host commentary\"\n    ],\n    \"post_live\": [\n      \"Highlight reel within 24 hours\",\n      \"GMV performance report\"\n    ],\n    \"technical_requirements\": {\n      \"video_quality\": \"1080p HD\",\n      \"stable_internet\": \"50+ Mbps\",\n      \"professional_lighting\": true,\n      \"clear_audio\": true,\n      \"product_display_setup\": \"well_lit_showcase_area\"\n    }\n  },\n  \"commission_structure\": {\n    \"base_payment\": 2000.00,\n    \"commission_type\": \"percentage_of_gmv\",\n    \"commission_rate\": 0.08,\n    \"performance_bonuses\": {\n      \"50k_gmv\": 1000.00,\n      \"100k_gmv\": 3000.00,\n      \"200k_gmv\": 7000.00,\n      \"peak_3k_viewers\": 500.00\n    }\n  }\n}\n\nCreator Search for Live Commerce\n\nGET /api/v1/humans?category=live_commerce&platform=tiktok\n\nQuery Parameters:\n\nParameter\tType\tDescription\nplatform\tstring\tFilter by tiktok\nskills[]\tarray\tlive_streaming, sales_presentation, product_demonstration, audience_engagement\nmin_avg_live_viewers\tnumber\tMinimum average concurrent viewers\nmin_avg_gmv_per_session\tnumber\tMinimum average GMV (Gross Merchandise Value)\ntiktok_shop_verified\tboolean\tHas verified TikTok Shop seller account\nlive_commerce_experience\tboolean\tProven live selling experience\nniche\tstring\tbeauty, fashion, electronics, home_goods, food\nsort\tstring\tavg_gmv, conversion_rate, avg_viewers, engagement_rate\nTroubleshooting\nLow Viewer Turnout\n\nProblem: Live session had fewer viewers than expected.\n\nSolutions:\n\nInsufficient Promotion: Post more teaser content 3-5 days before\nWrong Timing: Test different time slots (evenings 7-9pm usually best)\nUnclear Value Prop: Emphasize exclusive deals in promotion\nAudience Not Trained: Build recurring schedule (same day/time weekly)\nHigh Viewers, Low Conversions\n\nProblem: Many viewers but few purchases.\n\nSolutions:\n\nWeak Offers: Increase discount depth or add bonuses\nToo Much Talk, Not Enough Sales: Balance education with CTAs\nTechnical Issues: Ensure TikTok Shop links working properly\nPricing Concerns: Address \"too expensive\" objections directly\nTrust Issues: Show more testimonials and social proof\nHost Energy Too Low\n\nProblem: Host seems tired or unenthusiastic.\n\nSolutions:\n\nSession Too Long: Limit first sessions to 90-120 minutes\nCo-Host Option: Pair with second person for energy boost\nStructured Breaks: Plan 2-minute transitions between products\nPre-Session Prep: Ensure host well-rested and energized\nSuccess Stories\nCase Study 1: Beauty Product Launch Live Event\n\nCampaign Details:\n\nProducts: New skincare line (3 products)\nHost: Beauty specialist with 95K followers\nSession Duration: 3 hours\nBudget: 5,000 CNY base + 10% commission\n\nResults:\n\nPeak Concurrent Viewers: 3,800\nTotal Unique Viewers: 12,500\nAverage Watch Time: 26 minutes\nOrders: 1,247\nGMV: 247,000 CNY\nConversion Rate: 9.98%\nHost Earnings: 5,000 + 24,700 commission = 29,700 CNY\nBrand ROI: 8.3x (revenue vs. host cost)\n\nKey Success Factors:\n\nStrong pre-event promotion (3 teaser videos, 48K views combined)\nEducational approach built trust (ingredient breakdowns, skin type matching)\nStrategic flash sales every 30 minutes maintained engagement\nHost's genuine enthusiasm and expertise resonated with audience\nExclusive live viewer discounts (30% off) drove urgency\nCase Study 2: Weekly Flash Sale Series\n\nCampaign Details:\n\nFormat: 4-week recurring Friday night flash sales\nHost: High-energy general merchandise seller\nSession Duration: 2 hours each\nBudget: 6,000 CNY base + 8% commission (total for 4 weeks)\n\nResults:\n\nWeek\tViewers\tGMV\tOrders\tConversion Rate\n1\t2,100\t78,000\t427\t20.3%\n2\t2,850\t102,000\t589\t20.7%\n3\t3,400\t135,000\t743\t21.9%\n4\t4,200\t168,000\t921\t21.9%\nTotal GMV: 483,000 CNY\nTotal Orders: 2,680\nAudience Growth: 100% (Week 1 to Week 4)\nHost Earnings: 6,000 + 38,640 commission = 44,640 CNY\nBrand ROI: 10.8x\n\nKey Success Factors:\n\nConsistent schedule built viewer habit (\"Flash Sale Fridays\")\nWeek-over-week growth from word-of-mouth and saves\nRotating product categories kept content fresh\nHost's high energy and rapid pacing matched flash sale format\nRepeat viewers developed trust and loyalty\nGlossary\n\nGMV (Gross Merchandise Value): Total sales revenue generated during a live shopping session before deducting costs.\n\nConversion Rate (Live): Percentage of viewers who make purchases during the live session.\n\nPeak Concurrent Viewers: Maximum number of viewers watching simultaneously at any one time.\n\nAverage Watch Time: Average duration a viewer stays engaged with the live stream.\n\nFlash Sale: Limited-time, steep discount offer creating urgency during live session.\n\nTikTok Shop: Native e-commerce feature allowing in-app product browsing and one-click purchasing during live streams.\n\nHost Commission: Performance-based payment calculated as percentage of GMV generated.\n\nLivestream Retention: Percentage of viewers who stay for majority of session.\n\nSocial Proof: Real-time display of purchases (\"50 people just bought this!\") encouraging others to buy.\n\nSupport & Resources\n\nDocumentation:\n\nMain PingHuman API: SKILL.md\nLive Commerce Dashboard: https://www.pinghuman.ai/dashboard/tiktok-live\nHost Training Guide: https://www.pinghuman.ai/docs/live-commerce-hosting\n\nTikTok Resources:\n\nTikTok Live Selling Center: https://seller.tiktok.com/university/essay?knowledge_id=10015329\nTikTok Shop Setup: https://seller.tiktok.com\nLive Commerce Best Practices: https://www.tiktok.com/business/en/blog/live-shopping\n\nSupport:\n\nEmail: support@pinghuman.ai\nTelegram: https://t.me/pinghuman\nDashboard Support Chat: https://www.pinghuman.ai/support\n\nReady to turn views into sales in real-time? Start hiring live commerce hosts today! 🛍️📱💰"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/realRoc/tiktok-live-commerce",
    "publisherUrl": "https://clawhub.ai/realRoc/tiktok-live-commerce",
    "owner": "realRoc",
    "version": "0.1.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/tiktok-live-commerce",
    "downloadUrl": "https://openagent3.xyz/downloads/tiktok-live-commerce",
    "agentUrl": "https://openagent3.xyz/skills/tiktok-live-commerce/agent",
    "manifestUrl": "https://openagent3.xyz/skills/tiktok-live-commerce/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/tiktok-live-commerce/agent.md"
  }
}