WeChat Ecosystem Data Intelligence

Audit authorized WeChat Official Account, WeChat Channels, and Huxuan creator data without publishing or sharing a platform Cookie.

Unofficial tool. This Actor is not affiliated with, sponsored by, or endorsed by Tencent, WeChat, Weixin, Channels, Huxuan, or any source platform.

What this Actor sells

• Official Account content and performance audits
• WeChat Channels account and video-history audits
• Huxuan creator shortlists with performance consistency, topic fit, commercial content share, risk flags, and source evidence
• private pipeline checks for volume, freshness, required-field coverage, schema drift, and SLA status
• a full ecosystem report combining every module

This is the stable analysis and maintenance layer. It does not claim that WeChat is freely scrapeable.

Private-data-safe delivery

Choose either:

1. paste authorized JSON into uploadedRecords; or
2. provide one or more sourceDatasetIds from your own Apify account.

The Actor uses Limited permissions. It can read only storages explicitly supplied to the run and cannot browse unrelated datasets in your account.

No Cookie input exists. Collection connectors, scheduled private tasks, custom field mapping, maintenance, and SLA delivery can be scoped separately through Apify messaging. Customer credentials must stay in the customer's private task or secret store.

Modes

• demo: safe sample across Official Accounts, Channels, and Huxuan
• officialAccountAudit: article cadence, views, engagement, themes, and evidence
• videoChannelAudit: video reach, interaction rate, consistency, and breakouts
• huxuanCreatorAudit: creator selection score, topic fit, sponsored share, and collaboration risk flags
• pipelineHealth: freshness, volume, completeness, schema drift, and SLA status
• fullAudit: every module in one report

Example using a private Dataset

{
  "mode": "fullAudit",
  "sourceDatasetIds": ["YOUR_PRIVATE_DATASET_ID"],
  "topicKeywords": ["血糖管理", "家庭健康", "真实测评"],
  "requiredFields": [
    "recordId",
    "accountType",
    "accountName",
    "text",
    "publishedAt",
    "views"
  ],
  "targetFreshnessHours": 48,
  "minimumExpectedRecords": 100
}

Accepted records

The normalizer recognizes common article, video, and creator-history fields, including articleId, videoId, postId, accountName, creatorName, title, content, description, publishedAt, readCount, playCount, views, likes, comments, shares, saves, followers, and nested stats, metrics, or engagement objects.

Label records with accountType as officialAccount, videoChannel, or huxuanCreator. Chinese aliases such as 公众号, 视频号, and 互选达人 work.

Pricing

Report	Price
Official Account or Channels audit	$1.99
Huxuan creator audit	$2.99
Private pipeline health & SLA	$0.99
Full ecosystem audit	$4.99

Platform usage is included in the report price.

Analytical boundaries

• Results describe the supplied history, not all of WeChat.
• Interaction rates use supplied views or follower counts and are not compared blindly across content types.
• Risk flags are screening signals, not proof of fake followers, fraud, sales lift, or creator misconduct.
• The Actor does not verify private audience demographics or guarantee campaign performance.
• SLA status measures the configured delivery thresholds; a commercial maintenance SLA requires a separate agreed scope.

Responsible use

Only process data you are authorized to use. Follow platform terms, privacy, advertising, intellectual-property, and data-protection rules. Do not collect private messages, sensitive profiles, or credentials through this public Actor.

Local validation

$python3 -m unittest discover -s tests -v