E-commerce Case Study
Skyfield Retail Group
A hybrid search setup that combined semantic and keyword search effectively.
+59%Conversion Rate
The Challenge
Where things stood before
Skyfield Retail Group's biggest obstacle was manual processes that couldn't scale with a growing catalog and customer base — something their team had tried to patch more than once without lasting success.
Competitors and peers seemed to have this figured out already, which only made it more frustrating.
The Solution
What we built
We started by getting a clear picture of exactly where things were breaking down before proposing anything.
From there, a hybrid search setup that combined semantic and keyword search effectively, built specifically around what Skyfield Retail Group needed.
- Benchmarked against clear, agreed-upon success metrics from day one
- Designed around Skyfield Retail Group's actual data and workflow, not a generic template
- Built using Pinecone and Weaviate for a stable, maintainable foundation
- Delivered within a 4-week timeline without cutting scope
Results
The impact, by the numbers
+59%
Conversion Rate
+27%
Forecast Accuracy
-27%
Manual Review Time
+28%
Revenue Lift
Tech Stack
Built with
PineconeWeaviatePythonOpenAI Embeddings
Tidewell Industries
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