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Anonymous customer story

An AI data team scaled public web collection with cleaner routing controls

An AI data operations team used DataSea to collect public web content across markets for evaluation, enrichment, and model research workflows.

Challenge

The team needed broad market coverage while keeping collection jobs reliable and respectful of site behavior. Their previous setup mixed network failures with application errors, making pipeline debugging slow.

DataSea approach

DataSea gave the team a single proxy interface for residential, ISP, datacenter, and mobile routes, with clear controls for rotation, location, and session behavior.

Outcome

The team simplified its crawler configuration, separated proxy-level errors from parser issues, and gave researchers more consistent access to region-specific public web data.

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