Most proxy providers open by talking about scraping. ProxyShare opens by talking about AI teams turning public web data into structured, real time sources.

That is a different customer with different requirements, and the product reflects it.

Why AI Workloads Need Different Things

A traditional scraper runs on a schedule. It collects overnight, the data lands in a database, somebody analyses it later. If a run fails, you retry tomorrow.

An AI system reaching the live web is different. A retrieval query happens while somebody waits. An agent fetching a page is mid task. Latency matters, and a failure is visible immediately rather than in a report next week.

That changes what you optimise for. Consistency and response time start to matter more than the absolute cheapest gigabyte, because the cost of a slow or failed request is a user noticing.

The Three Tiers

Rotating residential from a pool above 75 million addresses across more than 195 countries, described as humanised crawling.

Unlimited residential, described openly as graded addresses randomly assigned, which is an honest account of how every unlimited pool works. Unlimited buys you volume rather than quality, and knowing that before you buy sets the right expectation.

Static residential for anything needing a persistent identity.

Per gigabyte rates start well under a dollar with per address pricing on the static tier, and there is a free trial.

Structured Output on Top

Alongside the addresses sit tools for searching, scraping and collecting large datasets.

That layering keeps appearing in this series because it reflects where value has moved. Raw addresses fix one problem. Rendering, parsing and structure are the rest of it, and they are where the maintenance burden lives.

Our scraping guide covers that work honestly, which is the right way to judge whether buying it solved is worth the price for you.

Latency Is the Number to Watch

If you are serving live requests rather than running overnight jobs, measure response time as carefully as success rate.

A pool with a 99% success rate and a two second median is worse for a retrieval system than one at 97% and half a second, because the failures retry invisibly and the latency does not. Users feel the second number.

Almost nobody benchmarks this before buying, and it is the metric most likely to determine whether an AI feature feels responsive or sluggish.

Split Your Traffic

With both metered and unlimited tiers available, the sensible pattern is to use both.

Bulk tolerant collection goes on the unlimited plan, where a few failures cost nothing. Requests that actually matter go on the metered tier with better addresses.

That combination costs less than putting everything on premium and fails less than putting everything on unlimited.

Who It Fits

ProxyShare suits AI and retrieval pipelines needing live web access, teams wanting metered and unlimited under one account, work spanning genuinely broad geography, and anyone who values an honest description of what unlimited means.

Who Might Look Elsewhere

There is no prominent dedicated mobile carrier tier, so if 4G addresses are specifically required, look at a mobile specialist.

Enterprise buyers wanting formal SLAs should look at the larger platforms.

Final Verdict

ProxyShare is a capable residential provider aimed squarely at a customer this industry is only just learning to describe.

Seventy five million addresses across 195 plus countries, three tiers including an honestly labelled unlimited option, structured collection tools on top, and a free trial.

Take the trial, split a real workload across metered and unlimited, and compare your failure rates. That comparison tells you how to allocate everything afterwards.