Documentation Index
Fetch the complete documentation index at: https://docs.brandfetch.com/llms.txt
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Recommended ingestion
The typical deployment for Brandfetch enterprise customers begins with an initial bulk delivery of the full dataset, followed by subscriptions for incremental updates. Newly observed merchants are resolved through the API and then maintained through webhook notifications.
In production, the initial dataset is delivered as a bulk file in CSV or JSON format, transferred to the customer’s S3 or SFTP environment, or made available for secure download. After the initial load, updates are delivered through a combination of webhooks and targeted API calls.
Most large customers adopt a hybrid model: a one-time bulk load to establish baseline coverage, followed by continuous updates to maintain freshness. This approach minimizes operational overhead while keeping the dataset current.
We can also support alternative ingestion paths based on customer constraints or internal architecture. Our engineering team reviews this during implementation to align on the preferred delivery model.
