Unverified50% confidenceFactExact time
CatalogPulse uses a three-layer processing pipeline: the first layer uses Cheerio for deterministic DOM parsing, the second layer calls SerpApi to obtain Google Shopping market signals, and the third layer outputs structured JSON based on the open-weight Google Gemma 2 (gemma-2-9b-it) model.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/17/2026
First Seen
Valid until: 1/15/2027
Sources
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