🇨🇳 China Social Sentiment — Cross-Platform Brand & Topic Monitor

Give it one keyword (Chinese or English) and get back a single, unified, deduplicated, sentiment-tagged feed of Chinese social posts — pulled from multiple platforms in one run, normalized to one schema.

Built for brand monitoring, China consumer & equity research, and AI training data.

📊 Sample Output

platform	id	title	text	url	source_url
bilibili	BV1v6h46UEgg	汪东城直播：终于在端盒中抽到隐藏款，DIMOO皮克斯联名巴斯光年，但是少了也心爱的草莓熊，没事儿东东，草莓熊好收——应该是东东泡泡玛特端盒…	汪东城直播：终于在端盒中抽到隐藏款，DIMOO皮克斯联名巴斯光年，但是少了也心爱的草莓熊，没事儿东东，草莓熊好收——应该是东东泡泡玛特端盒…	https://www.bilibili.com/video/BV1v6h46UEgg	https://www.bilibili.com/video/BV1v6h46UEgg
bilibili	BV1p2hq6sEXK	泡泡玛特火影忍者开盒	泡泡玛特火影忍者开盒	https://www.bilibili.com/video/BV1p2hq6sEXK	https://www.bilibili.com/video/BV1p2hq6sEXK
bilibili	BV1Bbhe6gEUQ	你所不知道的泡泡玛特：中国IP如何征服全球？	你所不知道的泡泡玛特：中国IP如何征服全球？	https://www.bilibili.com/video/BV1Bbhe6gEUQ	https://www.bilibili.com/video/BV1Bbhe6gEUQ
bilibili	BV1FqhJ6BEXN	聊聊乳制品行业、为什么原神是独特的、泡泡玛特的商业思考	聊聊乳制品行业、为什么原神是独特的、泡泡玛特的商业思考	https://www.bilibili.com/video/BV1FqhJ6BEXN	https://www.bilibili.com/video/BV1FqhJ6BEXN
bilibili	BV1ojhx6LErF	只改1个百分点，估值差122万？从泡泡玛特讲透DCF	只改1个百分点，估值差122万？从泡泡玛特讲透DCF	https://www.bilibili.com/video/BV1ojhx6LErF	https://www.bilibili.com/video/BV1ojhx6LErF
bilibili	BV1DCeX6pEmW	泡泡玛特盲盒，真的好喜欢，质量也很好	泡泡玛特盲盒，真的好喜欢，质量也很好	https://www.bilibili.com/video/BV1DCeX6pEmW	https://www.bilibili.com/video/BV1DCeX6pEmW

Real rows from run gSA63oSl9fRVZvgUd on build 0.0.4 (2026-09-25), unedited apart from masked emails/phones and shortened long text; fields the source does not publish are empty.

⚙️ Sample inputs

This is the Store example input — the same input Apify's automated check runs — so it is proven to return rows on the current build. Paste it into the input form, or send it through the API, CLI or a schedule:

{
  "keyword": "泡泡玛特",
  "platforms": [
    "bilibili",
    "weibo"
  ],
  "max_per_platform": 50,
  "sentiment": true
}

🧾 JSON sample record

One real record from run gSA63oSl9fRVZvgUd (emails/phones masked, long text shortened):

{
  "platform": "bilibili",
  "id": "BV1v6h46UEgg",
  "title": "汪东城直播：终于在端盒中抽到隐藏款，DIMOO皮克斯联名巴斯光年，但是少了也心爱的草莓熊，没事儿东东，草莓熊好收——应该是东东泡泡玛特端盒中第一次抽到隐藏款",
  "text": "汪东城直播：终于在端盒中抽到隐藏款，DIMOO皮克斯联名巴斯光年，但是少了也心爱的草莓熊，没事儿东东，草莓熊好收——应该是东东泡泡玛特端盒中第一次抽到隐藏款",
  "author": "奶冻的猫",
  "url": "https://www.bilibili.com/video/BV1v6h46UEgg",
  "likes": null,
  "comments": null,
  "shares": null,
  "views": null,
  "extra_engagement": null,
  "posted_at": null,
  "source_url": "https://www.bilibili.com/video/BV1v6h46UEgg",
  "sentiment_label": "positive",
  "sentiment_score": 1,
  "keyword": "泡泡玛特",
  "scraped_at": "2026-09-25T00:01:54Z"
}

💰 Pricing

Event	Price (USD)	When it is charged
Sentiment Report (per keyword) (sentiment-report)	$0.05	Charged once per run for the deduplicated, sentiment-tagged cross-platform feed (Bilibili/RedNote/Weibo) for one keyword. Charged only when…

Pay-per-event: you pay only for what the run delivers. A run that delivers nothing bills no result events (only the actor-start event, when the actor defines one). Example: a run that delivers 100 results costs 100 × $0.05 = $5.00 plus the start fee.

🔗 Related Actors

More from the NexGenData China markets family:

• China Hot Stocks — 人气榜 API
• China IPO Subscription Calendar — 新股申购 API
• China Listed Company Announcements — 公告 API
• China Stock Connect Flow — 北向资金 API
• China Tech & Startup News — 科技创投 API
• China Trends Tracker · 中国趋势汇总(微博/百度/头条/抖音)

18 more in this family on the NexGenData Store page.

What you get

A flat list of posts, one row per item, each normalized to the same shape:

Field	Meaning
platform	bilibili / rednote / weibo
title, text	post title and body/《caption》
author, url, source_url	creator and links
likes, comments, shares, views	engagement (where the platform exposes it)
posted_at	publish time
sentiment_label, sentiment_score	best-effort bilingual sentiment (see below)
keyword, scraped_at	your query + capture time

Duplicate posts (same URL/id) are removed across platforms.

Platform coverage — read this before you run

Coverage differs by platform, so results vary with your keyword:

• Bilibili (B站) — primary, works out of the box. Full anonymous keyword video search. This is the reliable engine and the default.
• Weibo Hot Search (微博热搜) — situational. Contributes items only when your keyword matches a currently-trending Hot-Search topic (with English translation). For non-trending keywords it returns nothing — that's expected.
• RedNote / Xiaohongshu (小红书) — requires a login cookie. XHS forces a login modal on anonymous keyword search, so RedNote keyword search returns nothing without an authenticated session. It is not enabled by default here.

Sentiment

Each item is tagged positive / negative / neutral with a score, using a lightweight bilingual (Chinese + English) lexicon. It's best-effort signal for triage and monitoring — not a substitute for a trained sentiment model.

Pricing & billing

• Flat $0.05 per keyword run — charged once per run, and only when results are returned (an empty run costs nothing).
• This actor orchestrates NexGenData's platform scrapers under your Apify account, so the underlying Bilibili/RedNote/Weibo scrapers bill your account per their own pay-per-event pricing. The $0.05 is only the aggregation + sentiment layer on top.

Input

Field	Default	Notes
keyword	(required)	brand / product / person / topic, Chinese or English
platforms	["bilibili","weibo"]	choose any of bilibili / rednote / weibo
max_per_platform	50	items pulled per platform before dedup
sentiment	true	toggle sentiment tagging