Amazon Scraper API vs Proxy: Choose a Product Data Source
Compare seller APIs, licensed Amazon product data and proxy page checks by record, access scope and reuse rights.
Read guideCompare eight residential proxy providers with product screenshots, entry prices, billing trade-offs, and a test plan for your workload.
The best residential proxy is the one that returns valid results for a specific job at the lowest cost per valid result, not the lowest price per GB. A cheap gigabyte that returns blocks, consent walls or the wrong market costs more per usable page than a pricier route that works. Shortlist two providers that match the target location, client protocol and session mode, then run the same small test on both and count only pages with the required field.
Published by ProxyLane, which is included in this comparison. The providers below are a shortlist for evaluation, not a tested ranking. Product features and prices are vendor-published claims; confirm the selected plan, location, restrictions, taxes, and renewal terms before purchase.
For automated Google Search rank checks, a residential route does not replace the express permission required by Google’s machine-generated traffic policy.
First, name the page you need and the required country or city. Confirm that location and your client protocol with the provider before comparing prices. Country targeting may be enough for a national storefront; choose city or ZIP only when the job needs that precision. Keep two candidates after these hard requirements are met.
These are starting points based on published features, not exclusive capabilities or performance awards. If you need one permanent IP, compare a static ISP product; a sticky residential session can end when its device disconnects.
Use the row closest to your task before reading all eight profiles. For a small irregular check, ProxyLane and DataImpulse are a conditional two-provider starting point: reject either if it cannot supply the required location, protocol, or acceptable checkout total. The other profiles let you substitute a candidate when those conditions fail.
| Your job | Hard requirement | What counts as a useful result |
|---|---|---|
| Regional shop or landing-page QA | Country first; city only when the brief requires it | The expected storefront, language, currency, localized links, and page elements. For a handful of pages, record total spend, passing pages, and time spent fixing failures. |
| A browser profile or multi-step agent | The protocol supported by that browser and continuity for related steps | The profile routes through the intended exit and completes the authorized flow; define what to do after an IP change. Use the browser guide directory. |
| A permitted ad-placement check today | Required market, page, and device context | Record placement URL, visible creative or identifier, screenshot, final landing destination, market, and timestamp. An absent ad is inconclusive; do not repeatedly click live ads to manufacture an observation. See the ad-verification guide. |
| Recurring collection or provider migration | Client compatibility, target permission, location coverage, and recovery behavior | Required records across the page types and schedule the job actually uses. A connection test is only the first check. |
| Several agency clients | Separate configuration and spend records for each client | A named owner can reproduce the setup, identify usage, and reach the correct support contact without exposing credentials. |
For a browser profile, copy the exact protocol and authentication format supported by its setup guide; do not switch HTTP and SOCKS5 labels by guesswork. For independent page checks, rotation can be sufficient. For a sequence that requires one exit, verify sticky behavior and its replacement policy. No residential session creates permanent account identity.
We compare public pricing, billing model, location controls, protocol support, and session options for an existing scraper or browser workflow. The scope is eight established shortlist entries with publicly accessible residential product and pricing pages. We apply the same price, billing, targeting, session, and client questions to each. This is a selective comparison, not a census of the market. Providers were not contacted for account-specific quotes or support tests. Inclusion does not certify sourcing or establish a fastest network; we have not run a matched performance benchmark across them.
Product screenshots show the providers’ public presentation and can lag behind their current offers. Use the dated pricing table and linked official pages for purchase decisions. Advertised pool size is not the number of suitable exits available in your city at a given moment.
Prices below are the public amounts visible on 2026-09-27. They are list-page snapshots; currency conversion, coupons, taxes, renewal, plan limits, and checkout terms can change the payable amount. Product claims come from each provider's own pages and are not independent performance results.
| Provider | Public price (USD) and billing snapshot | Product details and buyer check |
|---|---|---|
| ProxyLane | One-time packages: 1 GB for $6.50; 1 TB for $2,500. Custom enterprise plans are listed from 5 TB at $2/GB. | HTTP/SOCKS5; country, region, city, ZIP, internet service provider (ISP) and autonomous system number (ASN) targeting; rotating, sticky or timed sessions; unused package traffic does not expire. Confirm the required location is available in the account. |
| Bright Data | Pay as you go is listed at $8/GB with a displayed coupon price of $4/GB; monthly commitment plans are also shown. | Country, state, city, and ZIP targeting; SOCKS5 through Proxy Manager. Confirm coupon eligibility, zone, integration, recharge behavior, and target permissions. |
| Oxylabs | Monthly plans shown from 5 GB for $30 to 1 TB for $2,500; VAT may apply. | HTTP(S), HTTP3, and SOCKS5; sticky sessions, rotation options, and geo-targeting. Check monthly minimum, top-up limits, target restrictions, and the required location. |
| Decodo | Pay as you go is listed at $4/GB; monthly plans show 3 GB for $11.25 through 100 GB for $275, before VAT. | HTTP(S)/SOCKS5, country through ZIP and autonomous system number (ASN) targeting, rotating or sticky sessions. Confirm trial conversion, session duration, tax, and checkout terms. |
| IPRoyal | A 1 GB purchase is listed at $7.35/GB pay as you go or $7/GB by subscription; custom pricing is listed from 10 TB. | HTTP(S)/SOCKS5; country, state, and city targeting; rotating or sticky sessions. Check the selected traffic plan, renewal, sticky duration, and account terms. |
| SOAX | Builder is listed at $200/month plus VAT for 200 credits; traffic rates depend on geo tier and plan. | Residential and mobile share a credit balance; country, region, city, and ISP targeting; higher tiers add ASN and ZIP. Unused credits roll over for 60 days; model the expected country mix against the plan’s geo tiers. |
| DataImpulse | Public pay-as-you-go tiers include 5 GB for $5 and 1 TB for $800; no subscription is listed and unused traffic does not expire. | HTTP(S)/SOCKS5, rotating and sticky sessions, included country targeting. Check whether finer state, city, ZIP, or ASN targeting adds a charge. |
| Webshare | Monthly plans show 1 GB for $3.50 and 3,000 GB for $4,200, a displayed $1.40/GB at that largest tier. | Rotating residential supports HTTP/SOCKS5 and country, city, state, ZIP, or ASN filters. Confirm renewal and fair-use terms; its free proxy offer is a separate product. |
ProxyLane package amounts above match the current official pricing page; that cross-check does not confirm an account-specific checkout. Each external rate and feature is a vendor-published offer checked on 2026-09-27, not a quote or a comparative benchmark. Review the linked plan page and checkout before purchase.

For teams that want to keep unused traffic between runs. Buy a package, choose a location, and export connection settings to an existing client. The product UI above illustrates the country, region, city, and ISP controls with demonstration addresses.
| Entry package | Volume example | Billing |
|---|---|---|
| 1 GB · $6.50 | 1 TB · $2,500 | One-time purchase; traffic does not expire |
Why shortlist it: HTTP/SOCKS5, rotating or sticky sessions, and reusable proxy lists fit existing scripts and browser profiles. A smaller 350 MB trial costs $1.95; enterprise discussions start at 5 TB with advertised pricing from $2/GB.
Check before buying: Ask about your required country, city, or ISP. A sticky connection lasts only while the residential device remains available; a long-running workflow needs a recovery path.
See ProxyLane plans · Choose a browser setup guide

For buyers comparing detailed targeting and a formal account-review process. Country, state, city, and ZIP controls make it worth evaluating for localized collection.
| Published PAYG | Displayed promotion | Billing |
|---|---|---|
| $8/GB | $4/GB with the displayed coupon | PAYG or monthly commitment |
Why shortlist it: The residential offer includes precise geography controls and a documented compliance path. SOCKS5 is offered through Proxy Manager, so include that component in the integration check.
Check before buying: Confirm coupon eligibility, target permissions, zone configuration, and automatic recharge. Compare raw proxy traffic with the same product category elsewhere; managed scraping and browser APIs have different responsibilities and prices.

For recurring workloads that can use a monthly allowance. The published tier ladder makes purchase commitments easy to compare before a procurement test.
| Starter | Corporate | Billing |
|---|---|---|
| 5 GB · $30 | 1 TB · $2,500 | Monthly; VAT may apply |
Why shortlist it: Its pricing page lists HTTP(S), HTTP3, SOCKS5, sticky sessions, flexible rotation, and geo-targeting. Those options suit teams that already know their client and session requirements.
Check before buying: The smallest listed tier commits to 5 GB for the month. Include unused allowance, top-up limits, and tax in an irregular workload’s budget. A low large-tier rate may require more prepaid capacity than the job can use.

For teams deciding between one-off traffic and regular collection. Decodo puts pay-as-you-go and monthly options alongside location and session controls.
| PAYG | Monthly entry | Monthly 100 GB |
|---|---|---|
| $4/GB | 3 GB · $11.25 | $275 before VAT |
Why shortlist it: The published offer includes HTTP(S)/SOCKS5, rotating or sticky sessions, and targeting through ZIP and ASN (autonomous system number, a network identifier).
Check before buying: Read the trial’s conversion and cancellation terms in checkout. A trial can reveal setup problems, but its time and traffic allowance may be too small to assess the production schedule. Confirm the session duration for the actual multi-step workflow.

For buyers who want to compare PAYG with subscription pricing at the same small volume. Keeping those offers separate avoids applying a recurring-plan rate to a one-time purchase.
| PAYG, 1 GB | Subscription, 1 GB | Custom PAYG |
|---|---|---|
| $7.35 | $7 | $1.84/GB from 10 TB |
Why shortlist it: HTTP(S)/SOCKS5, country/state/city targeting, and rotating or sticky sessions cover common scraper and browser requirements.
Check before buying: The lowest custom rates require a very different purchase size from a first test. Verify renewal, traffic storage, account-activity conditions, and what happens when a sticky exit disconnects.

For teams budgeting residential and mobile access together. SOAX uses shared credits and country-tier rates, so a budget needs a geography mix rather than a single global GB estimate.
| Builder | Included balance | Tier 1 usage |
|---|---|---|
| $200/month + VAT | 200 credits | $3/GB on Builder |
Why shortlist it: Country, region, city, and ISP controls are listed; higher tiers add ASN and ZIP. Monthly credit rollover is listed as 60 days.
Check before buying: A $200 credit plan does not mean 200 GB. Sandbox has no subscription charge but includes no traffic credits. For a 100 GB Tier 1 workload, the pricing calculator shows Builder at $300 total before VAT, including extra credits.

For traffic-heavy jobs that run on an uneven schedule. Published PAYG packages and non-expiring traffic make it a useful candidate when monthly allowance could go unused.
| Intro for new users | Advanced | Billing |
|---|---|---|
| 5 GB · $5 | 1 TB · $800 | PAYG; traffic does not expire |
Why shortlist it: The offer lists HTTP(S)/SOCKS5, rotating and sticky sessions, and included country targeting. The introductory package provides more than 1 GB for a small screening budget.
Check before buying: Confirm eligibility for the intro package and the cost of state, city, ZIP, or ASN filters. Measure bytes and accepted records on your target before treating a lower GB rate as a lower operating cost.

For buyers who want a small monthly starting allowance. Compare its rotating residential product with other bandwidth plans; static residential and the free proxy offer are separate products.
| Monthly entry | Monthly 100 GB | Monthly 3,000 GB |
|---|---|---|
| 1 GB · $3.50 | $225 | $4,200 |
Why shortlist it: The public page lists HTTP/SOCKS5 and country, city, state, ZIP, or ASN filters. The small entry tier can suit a bounded first paid check.
Check before buying: Prices displayed include promotional savings. Confirm renewal, fair use, restricted targets, and the requirements to unlock a destination. Do not assume a free proxy account tests the paid rotating residential route.
For a hypothetical one-time 1 GB screening job, listed amounts fit $10 at ProxyLane ($6.50), DataImpulse’s new-user intro ($5 for 5 GB), Decodo PAYG ($4), IPRoyal PAYG ($7.35), and Bright Data PAYG ($8 before any coupon). ProxyLane and DataImpulse figures are listed package totals; Decodo, IPRoyal, and Bright Data figures are published PAYG amounts for 1 GB. Minimum payable checkout totals have not been verified for these accounts. Check total due, deposits, tax, and renewal before ordering; these figures predict no provider’s performance.
Webshare’s $3.50 entry is a monthly subscription, so include renewal in the decision. Oxylabs’ $30 monthly start and SOAX Builder’s $200 subscription exceed this small budget. SOAX Sandbox is a separate option with no included credits; check its recharge terms before adding it to a one-time shortlist.
| Requirement | Ask the provider | Verify in a permitted sample |
|---|---|---|
| Target access | Is the exact destination allowed under the service and target terms? | The intended page loads and contains the required fields |
| Protocol and client | Does the product support the protocol and authentication method used by the existing client? | The client uses the proxy on every required request and handles authentication safely |
| Geography | Is the required country, city, or ISP selectable for this account? | Check the observed exit and the destination's returned locale separately |
| Session behavior | How long can a sticky session last, and what causes rotation? | Test continuity over the actual multi-step flow |
| Billing | What are the minimum purchase, expiry, renewal, tax, and top-up rules? | Reconcile provider-metered traffic with the completed sample |
| Sourcing and support | What sourcing, consent, acceptable-use, and abuse-response documentation is available? | Escalate a representative setup or policy question before scaling |
Do not infer location from the exit IP alone. The destination can choose language, currency, or content from other signals, and an IP database may classify an address differently from the site. The geotargeting guide explains how to record those observations separately.
Keep headers, pacing, timeout, and retry limits matched as well. Separate connection errors, authentication failures, target blocks, challenges, parse failures, and incomplete records so a single success percentage does not hide the cause.
Calculate total provider charges divided by accepted records for the same evaluation window. Report metered traffic separately. Include retries, browser resources, and minimum purchases; list software or maintenance costs separately. If no record passes the acceptance rule, report the spend and failure categories without calculating a cost per result.
A small sample establishes only what happened for one target, client, location, and time window. It does not prove a provider-wide success rate or forecast future performance. Keep the decision tied to the measured workload.
For procurement questions about traffic expiry, sourcing, and support terms, see the residential proxy buying guide. The cost-per-successful-request method defines the accepted-result denominator.
Write down the requirements below with the person who will operate or pay for the service. Values are specific to your workload; this guide does not prescribe a universal sample size or success threshold.
| Decision field | Fill in before testing |
|---|---|
| Coverage | Required markets, page types, time windows, and longest session; repeat the sample in each relevant condition |
| Operating limits | Required concurrency/rate, accepted authentication method, timeouts, and allowed target; obtain the provider’s documented limits |
| Acceptance | Minimum usable-result rate and maximum total spend or cost per usable result chosen by your team |
| Recovery | Maximum acceptable interruption; what the client does after a timeout, 407, or lost sticky exit; a fallback route and named owner |
| Billing and support | Whether failures/retries are billed, minimum total due, renewal, expiry, support hours, escalation channel, and response commitments |
| Go/no-go | Proceed only when every hard requirement passes and the billing/recovery record is complete; keep unknowns as unresolved requirements |
The offer table establishes published product features. It does not establish these operational limits, account-specific support commitments, or failure-billing terms across all eight providers. Request those terms from the finalists before a migration decision. Use the matched provider benchmark guide for a larger evaluation.
Test a controlled interruption in your own test environment. Confirm that the client stops on authentication failure, respects its retry/spend limit, and does not silently continue a session that requires the old IP. For an agency handoff, store credentials securely and give the operator a sanitized setup, usage-owner mapping, escalation contact, and rollback procedure. The support-ticket template helps preserve the evidence.
Scale in a limited stage only after the agreed checks pass. Retain the previous working route until the new one meets the same acceptance and recovery rules. A tiny screen with no failures still leaves production coverage unmeasured.
For an illustrative setup screen, use one shop page you are allowed to inspect and three product IDs. Ask each candidate: “Can my account use [country/city] with [client/protocol], what is the smallest total payment, and does it renew?” Obtain the answer before ordering. Run the same products and record one row per observation:
| Record | What to enter |
|---|---|
| Target and time | Page URL, product ID, observation timestamp |
| Expected market | Required storefront, country/city, language, currency |
| Observed result | Returned storefront/currency, price, stock, exit-IP location |
| Acceptance | Pass only when all required fields and market match |
| Failure | Authentication, connection, challenge, wrong market, or missing fields |
| Cost | Provider-metered traffic and charge for the complete screening run |
Three products are a setup example, not a representative sample or success-rate claim. For a purchase decision, expand to the markets, page types, times, and session lengths your job actually uses. Reject a candidate if its hard requirement fails; investigate ambiguous results before increasing spend.
For sourcing review, ask each shortlisted provider for its current consent and opt-out process, acceptable-use policy, and abuse-reporting contact. Record the document date and who approved it on your team. This guide has not audited those processes; use the ethical residential proxy checklist before a sourcing-sensitive purchase.
For a script, start with the cURL connection guide or Playwright setup. For a browser profile, use the browser setup directory. Check the observed exit, then run the actual target flow; a connection check alone does not validate the record.
If authentication fails with HTTP 407, fix the credentials or allowlist before evaluating performance. Use the 407 troubleshooting guide and send support a sanitized timestamp, protocol, error, and reproduction steps. Never include proxy passwords in a ticket or screenshot.
Choose two providers that meet your hard requirements. For irregular jobs, start with non-expiring traffic; for a steady schedule, compare monthly totals; for a precise location, confirm the control is included before buying. Use the same accepted-result rule on both and keep the first purchase small.
No. Sticky behavior asks the provider to preserve an exit for related requests, subject to its duration and device availability. For persistent IP requirements, investigate a static ISP product and its replacement policy.
No. Purchase minimums, renewal terms, traffic expiry, browser requests, retries, and rejected records all affect cost. Compare the total charge with the number of accepted results from the same workload.
No. A residential route changes the network path; it does not grant permission, prevent challenges, or guarantee a usable response. Check the target's terms and the provider's acceptable-use rules.
Use a sticky session when related steps need the same exit for a period. Use rotation when independent requests need separate connections. Confirm how the selected provider defines session duration and rotation before relying on it.
For search engine optimization (SEO) monitoring, choose a data source that is permitted for the target and records the exact query, engine, location, language, device, and timestamp. A proxy can supply a network exit; it cannot guarantee a ranking or replace Search Console data for a verified property. See residential proxies for SEO and SERP monitoring.
Create a ProxyLane account and review the current package and location options before purchasing.
Scale your workflows with the tools you already use. Rotating or sticky sessions up to 72 hours.
Compare seller APIs, licensed Amazon product data and proxy page checks by record, access scope and reuse rights.
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