TrendPulse AI
Spots a trend before the algorithm does.
- Lead time
- 6-18 hrs
- Niches tracked
- 40
- Precision
- 81%
60-second interactive preview
Recorded walkthrough of the private build.
Source files stay in private storage — previews are streamed through expiring, sandboxed sessions and never downloadable.
// overview
What it does
TrendPulse ingests millions of social signals an hour, clusters them into emerging narratives and tells you what to post, when to post, and why it will land.
A scheduled ingestion pipeline pulls from public social APIs and RSS, embeds every item, and clusters them with HDBSCAN into candidate narratives. A velocity model scores each cluster on acceleration rather than raw volume, so you catch the curve early. The dashboard turns each winning cluster into a content brief with hooks, formats and posting windows.
// key features
Feature breakdown
Velocity scoring
Ranks topics by acceleration, not volume, to surface trends early.
Narrative clustering
Embeds and clusters raw posts into human-readable storylines.
Auto content briefs
Generates hooks, angles and formats per platform.
Posting windows
Predicts the best publish slot per audience timezone.
Alerting
Push and email alerts the moment a tracked niche spikes.