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For AI training data / competitor monitoring — how do you choose proxies without the headache?

Cecilia12

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Over the past few months I’ve been running tasks that require real-time scraping of public web

pages. I’ve found that proxy quality directly impacts the stability of the entire pipeline.

Tried a few providers before — some had heavily polluted IPs, others looked cheap but wasted a lot of traffic in practice. Recently switched to Helodata. Residential success rate stays above 99%, supports city and ASN targeting, and standard protocol integration is straightforward.

They put a fair amount of emphasis on compliant sourcing, which feels more reassuring for long-

running projects. Anyone interested can take a look:

Anyone working on similar AI data pipelines or e-commerce monitoring — any pitfalls you’ve run into that are worth sharing?
 

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