Weibo Viral Content Researcher

A daily research agent that scrolls Weibo's recommendation feed item by item, captures every video with 1M+ views, and returns a clean Markdown table — views, title, account, publish time, link.

See this Airtap

Key highlights

Guest mode, strictly

No login, no likes, no comments, no reposts — pure observation with zero account risk.

UI-first, OCR fallback

View counts read from the app's UI dump, with screenshot OCR as backup.

Self-improving feed

Copying links tags the device, so the recommendation feed surfaces more of what you're hunting.

About this routine

The agent opens the Weibo app and enters the recommendation feed anonymously — no login, ever. It scrolls one item at a time without skipping, reading each video's view count from the UI (with screenshot OCR as fallback). Anything under 1 million views is passed without stopping; matches get their link copied via the share menu, which also tags the device so the recommendation feed gets sharper every run.

Each hit is logged immediately — number, views, title, account, publish time, link — and the run continues until 20 matches are collected or 100 items have been scrolled, ending with a Markdown table summary. Strict constraints keep it clean: no likes, comments, follows, or reposts; nothing published; login popups closed and ignored.

Who this is for

Content strategists tracking what's breaking out on Chinese social media
Creators mining viral formats to adapt for their own channels
Marketers and analysts monitoring trends in the China market
Researchers who need structured data, not hours of doomscrolling

Best use cases

Daily virality report

A 20-row Markdown table of 1M+ view videos lands every day — scroll work done for you.

Format pattern mining

A week of tables reveals which hooks, lengths, and topics keep crossing 1M.

Sharpening the feed

Each run's link-copies train the recommendation algorithm toward your research target.

Getting started

Pick this template

Open Airtap, choose Weibo Viral Content Researcher, and it arrives pre-built with the whole flow ready.

Add your specifics

Your accounts, budgets, thresholds, and non-negotiables - in plain language, no code.

Choose the rhythm

Run it once, daily, weekly, or monthly - on a cloud phone or your own device.

Let it deliver

Airtap watches outcomes, escalates when blocked, and reports back when the goal lands.

Set it once. Airtap doesn't give up.