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Pipeline

How trend intelligence is produced

Six stages run continuously. Collection repeats every 2 hours. Nothing skips the public eligibility gate, and nothing is published to fill empty space.

Inputs

Three signal channels

Search, social, and marketplace — each contributing a different kind of attention.

  1. 01

    Search signals

    Google Trends

    Public Trending Now interest by country. Traffic values are ordinal buckets, not exact search volume.

  2. 02

    Social signals

    YouTube

    Most popular videos by country, with view and engagement counts as a video-attention signal — not proof of sales.

  3. 03

    Marketplace signals

    eBay Browse API

    Listing snapshots including rank and persistence. Current collection is Singapore search results, not every marketplace.

Then

Entity Resolution → History → Score → Quality → Eligibility

  1. 01

    Collect

    Automated collectors capture public observations from Google Trends, YouTube, and eBay on a recurring cadence.

  2. 02

    Resolve

    Observations are linked to entities by exact or alias matching. Similar-looking names are not merged automatically.

  3. 03

    Score

    A deterministic Trend Score weighs recency, frequency, coverage, and movement from the sources that actually exist for an entity.

  4. 04

    Quality-check

    History depth, freshness, and evidence strength decide whether an entity is fit to publish.

  5. 05

    Explain

    An optional AI interpretation is generated from the same evidence. Missing explanations do not block publication.

  6. 06

    Publish

    Only entities that pass the public eligibility gate reach the website, API, and sitemap.

Why the public catalog can be empty

Collectors may hold thousands of observations while zero entities are public-eligible. History needs time to accumulate. The website is designed for that state: it explains what is being monitored, not fabricated trends.