Best Residential Proxies for Market Research & Competitor Data Collection in 2026

A market research team that tracks competitor prices doesn't run a scrape once. It runs the same job every Monday, against the same twenty competitor sites, across the same six markets, for as long as the product exists. That's a different proxy problem than a one-off data pull, and most residential proxy pricing pages are written for the one-off.

The questions that actually matter for a recurring research operation are boring ones a marketing page won't answer up front: does the session hold long enough to finish paging through a category listing before it drops? Does the provider's pool actually get challenged less on a retail site, or is that just a claim? And critically — if this week's crawl uses less bandwidth than last week's, do you lose the difference, or does it carry forward to next month? For a budget-conscious research team running the same job indefinitely, that last question compounds every week you don't ask it.

This guide ranks seven residential proxy providers specifically for that job: ongoing competitor price monitoring, product and catalog tracking, review and sentiment scraping, and ad or SERP intelligence gathering, run by a self-managed research team rather than bought as an enterprise data-as-a-service contract. One well-known name — NetNut — is deliberately absent: its domains were seized by the FBI in July 2026 after its residential network was tied to non-consensual device enrollment, and as of this writing the service remains non-operational. That's not a ranking judgment; it's a fact worth knowing if you've seen it recommended elsewhere.

How I ranked them

Five things drove the order, in this priority:

1. Non-expiring, predictable bandwidth economics. A recurring weekly job needs a rate you can budget once and stop thinking about. Flat pricing and bandwidth that rolls over beat a cheaper-looking rate that resets every month, because a research cadence is never perfectly steady.
2. Session stability for multi-page crawls. Catalog tracking and paginated category crawls need a session that survives the whole sequence. I weighted providers on their published (or, where undocumented, their absent) sticky-session ceilings.
3. Low block/CAPTCHA rates on e-commerce and retail targets. Where independent testing exists — Proxyway's fraud-score benchmarking, for instance — it counts for more than a vendor's own success-rate claim, because retail and e-commerce sites are exactly the class of target that fights back hardest.
4. Multi-market coverage. Country, city, ISP, ZIP, and ASN targeting, because a competitor set rarely lives in one country and a price comparison across markets is only honest if the IP is actually local.
5. Integration ease. API quality, documentation, and how many scraping/orchestration tools have a ready-made integration guide — a self-managed research team doesn't have a dedicated proxy-ops engineer to work around thin docs.

A note on method: every rate, targeting claim, and session figure below was checked against each vendor's own current pricing and product pages, cross-referenced against the independently verified figures in our related residential proxy guides where they overlap. Where a vendor doesn't publish a number, I say so rather than guessing at it.

Proxidize

Pros: Flat $1/GB with non-expiring bandwidth, 195+ countries, managed dashboard and API, unlimited concurrency Cons: No published sticky-session ceiling, no ASN targeting, no independent block-rate audit

Proxidize takes the top spot for one reason that matters more than any single technical spec: it's the rate a research team can commit to indefinitely without re-doing the math every month.

Residential proxies run a flat $1/GB on every self-serve tier, and — the detail that matters most here — unused bandwidth rolls over and never expires, even after you cancel. A weekly competitor-tracking job never uses exactly the same amount of data two weeks running; a slow week's leftover gigabytes carry forward instead of resetting to zero, which is exactly the kind of quiet overspend that erodes a research team's proxy budget on providers with monthly-expiry plans. Coverage spans 195+ countries with country, city, and ISP targeting, which handles the great majority of multi-market competitor tracking, and it's a fully managed cloud service — a dashboard and API, not a bare pool you assemble and monitor yourself — which matters for a research team without a dedicated proxy-ops hire.

The honest gaps: Proxidize doesn't publish a maximum sticky-session duration, so if your catalog crawl is unusually long or stateful, confirm session behavior with their team before you build a recurring job around it. There's no ASN-level targeting for carrier-level segmentation, and no independent third-party audit of its block or fraud rates the way Decodo has. For the median market-research job — a scheduled, moderate-length crawl across a handful of markets, running week after week on a fixed budget — none of that outweighs the economics.

Decodo (Smartproxy)

Pros: Independently verified low fraud scores, documented 24-hour sticky sessions, free ASN/ZIP targeting Cons: $3.75/GB entry, bandwidth expires monthly, scraping API sold separately

Decodo — the network formerly known as Smartproxy — is the pick when the job itself is the hard part: a retail or e-commerce target that actively challenges scraper traffic.

Independent Proxyway testing measured its pool's fraud and risk scores well below the market average, which is the closest thing to third-party evidence of lower block rates on defended targets that any provider in this guide can point to — most vendors' "low block rate" claims come only from their own marketing copy. On top of that, Decodo publishes a custom sticky-session duration configurable from 1 minute up to a documented 24 hours, specified plainly in its API parameters rather than something you discover mid-crawl, which comfortably covers even a long, paginated catalog walk. Targeting reaches down to continent, country, state, city, ZIP, and ASN, all included free, giving multi-market research the geographic precision to distinguish "the US site" from "the site as seen from Ohio."

The cost of all that is real: the Regular tier starts at $3.75/GB, roughly four times the flat-rate providers, and unused bandwidth expires monthly rather than rolling over — a genuine downside for a research cadence that isn't perfectly steady week to week. The scraping-oriented API and Site Unblocker are separate paid products, not bundled into the base rate. If low block rates on a specific hard retail target are the bottleneck, Decodo earns the premium; if the job is routine catalog tracking on ordinary sites, that premium buys less than it costs.

DataImpulse

Pros: Matches Proxidize's $1/GB, adds ZIP/ASN targeting, strong tool integration guides Cons: Sticky sessions run roughly 30-120 minutes, self-serve only, smaller published pool

DataImpulse is the pick for a research team that wants Proxidize's pricing model with more geo-targeting precision, and is comfortable running it self-serve.

It matches the $1/GB entry rate and drops to $0.80/GB at a terabyte, with traffic that never expires — the same non-expiring economics that make Proxidize the top pick, applied to a bigger discount at real scale. Unlike Proxidize, it adds state, city, ZIP, and ASN targeting for a small add-on fee, which is genuinely useful for a competitor set spread across specific metro areas or carrier networks rather than whole countries. Its documentation includes ready integration guides for 15+ scraping and orchestration tools — Scrapy, Selenium, Playwright, Puppeteer among them — with code samples in seven languages, which shortens the setup work for a lean research team wiring proxies into an existing pipeline.

The caveat that matters for this use case: DataImpulse's own documentation describes sticky sessions in the 30-120 minute range, shorter and less firmly guaranteed than Decodo's or Oxylabs' 24-hour ceilings. For most catalog crawls that's plenty; for an unusually deep, slow-paced multi-page crawl, test it against your actual longest flow before committing a recurring job to it. It's also a lean, self-serve operation — there's no managed relationship to fall back on if something breaks mid-run.

Oxylabs

Pros: Documented 24-hour sticky sessions, deep targeting to ZIP/ASN/coordinates, mature developer portal Cons: $6/GB entry, default sessions expire fast unless extended, no non-expiring bandwidth

Oxylabs is the enterprise-grade pick for research programs where session stability on a long crawl is worth paying for.

Its sticky sessions are documented to hold up to 24 hours through the sesstime parameter — one of the longest cleanly specified windows in this guide — and targeting reaches city, ZIP, coordinates, and ASN, all free, across 195+ locations. That combination handles a deep, multi-page catalog crawl or a session that needs to persist a locale setting across many requests without the guesswork that comes with an undocumented ceiling. A mature developer portal and an optional Web Scraper API give a research team the option to offload parsing rather than build it in-house.

There's a real catch buried in the fine print: default sessions expire after 10 minutes or 60 seconds of idle time unless you explicitly set the longer duration. A crawler that isn't careful about keeping the session parameter set correctly will find sessions dying far short of the advertised 24 hours. Entry pricing is $6/GB, six times the flat-rate options, and there's no stated non-expiring bandwidth policy, so budget for monthly consumption rather than rollover. For a well-funded research program that needs the longest reliably documented session on the market, it's a strong choice; for a routine weekly job on a tight budget, the price is hard to justify.

IPRoyal

Pros: 7-day sticky sessions, non-expiring bandwidth, true pay-as-you-go Cons: $7.35/GB entry, no ASN or ZIP targeting, smaller published pool

IPRoyal solves a narrower problem well: a research job that runs on an irregular cadence or needs to hold a session for an unusually long stretch.

Sticky sessions run up to 7 days, the longest published ceiling in this guide by a wide margin, and — like Proxidize and DataImpulse — traffic never expires, so a monitoring program that pauses for a few weeks doesn't lose its remaining budget. It's true pay-as-you-go with no monthly minimum, which suits a research team whose volume varies a lot month to month.

The price is the trade-off: pay-as-you-go starts at $7.35/GB, among the highest entry rates here, and the best discounted subscription tier still runs $4.90/GB. Targeting stops at country, state, and city — there's no published ASN or ZIP option, so multi-market precision is coarser than Decodo, Oxylabs, or Bright Data offer. If your research program genuinely needs a week-long session or runs on a start-stop schedule, IPRoyal is worth the premium; for a steady weekly job, the combination of high price and shallower targeting puts it behind the options above it.

Bright Data

Pros: 400M+ IPs, deepest targeting available, Web Unlocker for the hardest targets Cons: $8/GB list, 5-minute idle session timeout by default, enterprise onboarding

Bright Data is the tool to reach for when a specific retail target is aggressively defended and everything else here has failed to get through cleanly.

The pool is the largest in this guide at 400M+ IPs across 195+ countries, with free targeting down to ZIP code, coordinates, and ASN — the deepest multi-market precision available anywhere on this list. Its Web Unlocker and scraper APIs absorb CAPTCHA and JavaScript-challenge engineering that would otherwise require in-house work, which matters on the small number of sites that actively fight scraping rather than merely tolerate it. A serious compliance stack (mandatory KYC, ISO 27001, SOC 2/3, GDPR) also gives risk-averse research organizations a paper trail to point to.

The catches are steep for a routine research budget. List pricing is $8/GB, the most expensive entry point in this guide, with a promotional rate around half that lapsing after three months. More relevant to this use case: sticky sessions time out after just 5 idle minutes by default, which is a real risk for a slow, rate-limited catalog crawl that pauses between requests to stay polite — the session can die well before the crawl finishes unless you actively manage it. Committed plans start at $499/month, and KYC onboarding adds friction that a small research team doesn't need for routine monitoring. Reserve it for the specific targets that justify it rather than running the whole program through it.

SOAX

Pros: Free ASN/city/ISP targeting, one plan spans residential and mobile, scriptable session length Cons: 60-minute sticky ceiling, credit-based billing, $200/month floor

SOAX earns its place for a specific slice of the market-research workload: ad and SERP intelligence gathering, where checking results from a mobile exit alongside a residential one matters.

Targeting is free down to country, region, city, ISP, and ASN, which covers multi-market research adequately, and the standout feature is that one credit pool spans both residential and mobile traffic — useful when an ad-verification or SERP-monitoring job wants to see what a page looks like from a phone as well as a desktop connection, without managing two separate accounts. Session length is scriptable down to the second for fine-grained control.

The limits show up in exactly the areas this guide weights most heavily. Sticky sessions cap at 60 minutes, the shortest ceiling of any provider here, which can be tight for a deep catalog crawl. The billing model is credit-based rather than true pay-as-you-go, and credits are time-limited rather than rolling over indefinitely — a weaker fit for a strictly budget-conscious weekly job than a flat, non-expiring rate. The cheapest real plan is $200/month, a higher floor than a small research team may need to clear. For mixed residential-and-mobile intelligence work it's a genuine fit; as a general-purpose competitor-tracking proxy it's outclassed by the options above it.

Quick comparison

The verdict

For a self-managed research team running the same competitor-tracking job week after week, Proxidize is the pick — a flat $1/GB with bandwidth that never expires removes the single biggest source of quiet overspend in a recurring research budget, and 195+ country coverage with a managed dashboard handles most multi-market programs without a dedicated proxy-ops hire. It isn't the most technically documented option on session control, so confirm sticky-session behavior directly with their team if your crawl is unusually long.

If the job's real bottleneck is a specific retail target that fights back hard, Decodo's independently verified low fraud scores and cleanly documented 24-hour sessions are worth the mid-market premium. DataImpulse is the closest match to Proxidize's economics with finer geo-targeting bolted on. Oxylabs and Bright Data both bring deeper targeting and toolkits than a routine monitoring job needs, at prices that only make sense when a hard target genuinely requires them — and Bright Data's default 5-minute session timeout is worth knowing about before you point a slow catalog crawl at it. IPRoyal's 7-day sessions suit an irregular monitoring cadence, and SOAX's combined residential-and-mobile billing is a real advantage specifically for ad and SERP checks.

The through-line: for a recurring research operation, the provider that wins isn't the one with the flashiest pool size — it's the one whose pricing model matches how unevenly your team actually uses bandwidth, and whose session behavior is documented well enough that you're not discovering the ceiling in the middle of a live crawl.