Cloudflare Turnstile in scrapers: what actually passes
Which Cloudflare Turnstile approaches actually pass in scrapers: real browsers, token reuse, solver services, and where each one breaks in production.
Canvas and WebGL fingerprints in headless browsers
Why canvas and WebGL hashes expose headless Chrome, how SwiftShader and font gaps leak, and what we changed in production to keep sessions consistent.
Best proxies for scraping travel fares and hotel rates in 2026
Seven proxy and scraping API picks for travel fares and hotel rates in 2026, reviewed by an operator on geo-targeting, session control, and cost per request.
Best proxies for scraping Shopee and Lazada in Southeast Asia in 2026
Seven proxy providers compared for Shopee and Lazada across Singapore, Malaysia, Thailand, Indonesia, Vietnam and the Philippines, with honest pros and cons.
Best proxies for scraping real estate listings in 2026
Seven proxy providers I'd use to scrape property listings in 2026, with honest pros, cons and pricing notes, plus how to match a provider to the portal you target.
Best proxies for scraping news and media sites in 2026
Seven proxy providers I'd use to scrape news and media sites in 2026, with pricing, trade-offs, and how to match residential, datacenter and API to the job.
AWS WAF Bot Control and what it flags in scrapers
How AWS WAF Bot Control scores scrapers, which signals trip Common and Targeted levels, the aws-waf-token flow, and how to debug blocks in production.
What a shared proxy pool really shares
One seller listed dedicated at $28 a month and shared at $6, with the word doing all the work. What you split is the address's standing, its rate limit, and everything its previous holders did before you arrived.
Why your scraper alerts should watch block rate, not error rate
HTTP error codes are a bad proxy for whether your scraper is actually working. Here's how to build a block rate metric instead, and what should happen when it climbs.
Scraping API vs Proxies: Choosing Between a Managed Service and Running It Yourself
A practical breakdown of scraping api vs proxies: what each path actually costs, who maintains what, and how to decide which one fits your scraping project.
Costing a job per thousand pages: what proxy scraping actually costs
How to work out the real proxy cost per page for a scraping job, why cost per GB and cost per proxy are the wrong starting metrics, and where the money actually leaks.
Header order and what it gives away
Why the order and casing of HTTP headers can identify a scraper faster than its IP address, and how detection systems actually use that signal.
Keeping a Pool Warm Across Long Jobs
How proxy pools degrade during long running scrape sessions, and what it actually takes to keep them healthy for hours instead of minutes.
Picking a target country for a scrape
Why proxy location selection matters more than proxy type for most scrapes, how IP geolocation actually works, and how to pick a country without wasting money or tripping site defenses.
Playwright proxy settings that silently do nothing
A walkthrough of the Playwright proxy configurations that look correct but never actually route traffic through the proxy, and how to confirm your setup is really working.
Proxy chaining and when it helps
A second proxy in the path changes nothing the target can see, because the exit address is all it ever gets. What it buys is that no single company holds both your identity and your destinations, at the price of summed latency and two providers' worth of downtime.
Running Scrapy behind a rotating pool
How Scrapy's proxy middleware actually works, what changes when you put a rotating pool behind it, and how to keep a production spider stable and clean.
Scraping behind a login without breaking what you agreed to
What actually changes when a scrape needs a login, how terms of service turn a technical question into a contract question, and where proxies fit once you're authenticated.
Soft blocks that return two hundred
Why some anti-bot systems answer a blocked request with HTTP 200 instead of an error, how to recognize a soft block by content rather than status code, and what a compliant scraper does when it finds one.
Two identical requests, two different answers
Why sending the same scraping request twice can return different data, and how to build a scraper that treats inconsistency as information instead of a bug.
Proxy pool monitoring: watching the pool so you learn before your scraper does
Why proxy pool monitoring catches dead IPs, geo drift, and rising block rates before your scraper does, and which metrics are actually worth tracking.
What a provider dashboard leaves out
Provider dashboards show pool size, uptime, and success rate. Here's what those numbers don't tell you about whether your scraper is actually working.
What an ISP address actually is
A plain explanation of ISP-registered IP addresses, how they differ from residential and datacenter IPs, and why the distinction matters for anyone running scrapers.
When a fixed address beats a rotating one
A practical look at static residential proxies: how a fixed IP works, when it outperforms a rotating pool, and the trade-offs that come with holding one address.
When a target starts serving stale cached pages
Why scrapers sometimes get old data instead of fresh pages, how caching and CDN edge layers actually work, and how a compliant scraper reads the signals instead of fighting them.
When Mobile Addresses Are Worth the Premium
A practical breakdown of when mobile proxy scraping earns its higher cost over residential or datacenter IPs, and when it's just wasted budget.
Where you run your scraper matters
A scraper sitting 220ms from its own proxies needs 16 requests in flight to do what 9 would have done from the right region. The proxy decides what the target sees, and almost nothing else about the job.
What changes when a target adds a CDN
I lost three days and bought two proxy lines chasing a failure that was one header line: a cache status field that had not been there a month earlier, sitting above a body that was byte for byte the same.
Geo targeting with proxies: what actually decides the country you see
The address you bought is one of five inputs, and it is rarely the one that wins. Country-level lookups are accurate up in the high ninety percents; city-level is not, and no proxy seller controls either number.
Building a proxy health check worth running
My monitor was green for six days while the job's nightly row count fell by two thirds. Fetching an echo service and getting a 200 is a connectivity test, and calling it a health check is why week three arrives as a surprise.
What a proxy error is actually telling you
A 407 is always the proxy, a 403 is almost always the target, and a 429 is either one. How to tell them apart mid request, and why a retry policy that cannot costs real money.
Rotating proxies without losing your session
A ten minute sticky window under a twelve minute job fails in the middle and never returns an error. Rotation and session continuity pull against each other, and per request rotation is the wrong default for most scraping work.
When Rotating Too Fast Gets You Barred Upstream
Rotating a mobile proxy renegotiates a real session with the carrier. Do it fast enough and the network cuts you off, in a way that looks exactly like dead hardware.
When a proxy is the wrong fix
A job that dies at request 800 on one address dies at request 8,000 on ten. The five minute check that tells you whether the address was ever involved, and the five cases where it genuinely was.
Choosing a concurrency level your proxies can sustain
How to size scraper concurrency against the depth of your proxy pool instead of guessing, so your request rate matches what your IPs can carry without drawing attention.
Costing a scrape by bandwidth instead of requests
Request counts hide the real cost driver of a scrape. Here's how to model proxy spend by bandwidth, what actually consumes it, and the levers that bring it down.
Detecting a proxy that is logging your traffic
How to check whether a proxy is inspecting, logging, or intercepting your traffic instead of just relaying it, explained from the operator side with concrete technical tests.
How long a session should live before you drop it
A practical framework for session lifetime in scraping: what a session is made of, the signals that tell you it's going stale, and how to size lifetime to the proxy type you're running.
Proxy authentication methods explained
There are two methods and the choice decides what breaks when your own address changes. A whitelist gap arrives as a refused connection rather than an auth error, which is why it costs an afternoon instead of a minute.
Retry logic that does not make things worse
A practical look at scraper retry strategy: why naive retries amplify outages, how to tell failure types apart, and how backoff, jitter, and circuit breakers keep a scraping operation stable.
Why some sites serve different HTML to datacentre IPs (and what it means for a scraper)
How datacentre IP detection works, why some sites cloak or degrade content for hosting-provider ranges, and how to read that signal honestly when you're building a scraper.
What Geographic Targeting Actually Resolves To
A proxy operator's breakdown of how country and city targeting really works under the hood, where geolocation data comes from, and why the label on a proxy pool is often more approximate than it looks.
What happens when a proxy rotates mid request
A look inside proxy rotation timing: why an IP can change between a request and its response, what that does to your scraper, and how to design around it.
What Your Scraper Leaks Besides Its IP
A clean IP doesn't mean a clean request. Here's what TLS handshakes, HTTP headers, and client behavior actually reveal to detection systems, and why proxies alone don't fix any of it.
Where residential IP addresses actually come from
A look inside how residential proxy networks actually source their IPs, from SDK bundling to consent models, and what that sourcing means for anyone running a scraper.
Authenticated Scraping And The Terms That Actually Govern It
What logging into a site before scraping actually changes legally and technically, and why authenticated scraping puts you under a different set of rules than open-web collection.
Budgeting bandwidth for image heavy scrapes
How to build a real scraper bandwidth budget for image heavy targets, why residential and mobile proxies price by the gigabyte, and the concrete levers that keep a scrape from blowing through its data cap.
Choosing a concurrency limit from the target's own signals
How to set and adjust scraper concurrency using latency, error rates, and rate limit responses from the target instead of a fixed guess.
Debugging a scraper that only fails in production
Why a scraper that runs clean on your laptop can break the moment it hits production, and how to isolate the network and identity differences that actually cause it.
Handling retries without amplifying your own block rate
How naive retry logic turns a single blocked request into a full block event, and what a retry strategy that respects block rate actually looks like in production.
How to read a proxy pricing page
Five sellers in a spreadsheet and no two cells in the same unit. One 300,000 request job priced out at $144, $189, $210 and $270 depending on what the headline number was per.
IPv6 Proxies: Where They Help And Where They Break
A practical look at when IPv6 proxies actually help scraping jobs and when they quietly break your success rate, from someone running proxy infrastructure day to day.
Site redesign breaks scraper: how to keep production scraping jobs alive
Why a site redesign breaks scraper code even when nothing else changed, and how to build scrapers that survive markup changes instead of failing silently.
Measuring proxy latency properly and why the average lies
A practical breakdown of how to measure proxy latency correctly for scraping workloads, why average response time hides the numbers that matter, and which percentiles actually predict scraper reliability.
Reading a Target's API Before You Scrape Its HTML
How to find the JSON API behind a modern website before you write an HTML scraper, what to look for in the network tab, and why the proxy setup underneath still has to be right either way.
Reading robots.txt and the rules that actually bind you
How robots.txt actually works, what it legally and technically binds you to, and how to read one correctly before you point a scraper or a proxy pool at a site.
SOCKS5 vs HTTP proxies for scrapers: what actually changes
A practical breakdown of SOCKS5 versus HTTP proxies for web scraping, covering protocol behavior, performance, and when each one actually matters.
Sticky sessions vs rotating proxies: choosing per target
How sticky sessions and rotating proxies actually work, and how the target site's own session logic should decide which one you use for a given scrape.
What 403 vs 429 vs 503 really means for your proxies
A breakdown of what HTTP 403, 429, and 503 responses actually tell you about your proxy pool, and how to react to each one without making the block worse.
What A CAPTCHA Actually Measures (And Why Proxies Alone Do Not Fix It)
A practical look at what CAPTCHA and bot-detection systems actually score, and why swapping proxies without changing anything else rarely solves a scraping block.
What Happens When A Target Starts Rate Limiting By ASN
How ASN-based rate limiting works, why it hits proxy pools harder than single IPs, and what it actually looks like from the operator side when a target starts throttling by network origin.
What TLS Fingerprinting Reveals About Your Scraper
How TLS handshakes expose automated traffic, what JA3 and JA4 actually measure, and why rotating IPs alone does not fix a TLS-level fingerprint mismatch.
What you are actually paying for with a free proxy list
Free proxy lists carry real risk beyond bad uptime. Here's what's actually happening behind those IPs, and why paid proxy infrastructure costs what it costs.
When to scrape the mobile site instead
A practical look at when a site's mobile version is the better scraping target, why the markup and detection surface differ, and how to match proxy type to the request you're actually sending.
Why a proxy works in curl but fails in your browser automation
curl through a proxy returns 200 while Playwright or Puppeteer through the same proxy gets blocked. Here is what actually differs between the two requests and how to diagnose it.
Why Your Provider's Pool Size Number Is Close To Meaningless
Proxy pool size is one of the least useful numbers a provider can give you. Here's what actually determines whether your scraper stays clean at scale.
Scraping a site that builds itself in the browser
A fully rendered product page cost me 2.6 MB across the wire. The data behind it was 31 KB. The check that finds the difference takes four minutes and almost nobody runs it.
How many requests at once is actually safe
A job pulling 100,000 pages in a day needs about three requests in flight. Most people run it at 64 threads. Here is how to derive the number instead of guessing it.
How to test a proxy before you pay for it
Six checks in the order they should run, cheapest first. The whole sequence takes an evening. Getting it wrong costs you a twelve month commitment you drop in week six.
Residential, datacenter and mobile proxies compared
I priced one scraping job on all three tiers and got $2, $60 and $480 a month. All three returned the data. What separates them is the address registration, how many people share it, and the unit you are billed in.
Why your scraper gets blocked (and what actually fixes it)
Four causes in the order that matters, with the address fourth. I spent three weeks moving a failing job onto mobile lines and watched the failure shift from request 800 to request 900.
Geolocation and proxy targeting: city-level vs ASN-level
City-level and ASN-level proxy targeting solve different problems, one fakes location, the other fakes network origin. here's how each actually works.
HTTP vs SOCKS5 proxies for production scraping
HTTP and SOCKS5 proxies solve different problems in production scraping. Here's how each protocol actually works, and when to pick one over the other.
Proxy authentication: user pass vs IP whitelist trade-offs
Proxy authentication compared: username/password credentials vs IP whitelisting, and how each affects scraping fleets, CI pipelines, security, and maintenance overhead.
Proxy chaining explained: when stacking proxies helps and when it hurts
A plain-language guide to proxy chaining: what it actually does to your traffic, when stacking proxies improves anonymity, and when it adds latency and risk.
The 2026 Nodriver guide for production scraping
A hands-on guide to running Nodriver for scraping in 2026: installation, stealth config, proxy setup, and how to scale from a few sessions to 1000+.
The 2026 Puppeteer guide for production scraping
A practical guide to running Puppeteer in production: proxy rotation, fingerprint spoofing, retry logic, monitoring, and scaling from 10x to 1000x scrapers.
The 2026 Requests guide for production scraping
A production-grade walkthrough of Python's Requests library for scraping in 2026: sessions, retries, proxy rotation, and scaling past 1000 workers.
The 2026 ScrapingBee guide for production scraping
A hands-on guide to running ScrapingBee in production: setup, JS rendering, proxy rotation, error handling, and scaling to millions of requests.
The 2026 Selenium guide for production scraping
A production-grade Selenium setup for 2026: Selenium Manager, Grid 4, proxy rotation, and the anti-detection tweaks that keep long-running scrapers alive.
What is a back-connect gateway and why scrapers use it
A back-connect gateway is a single proxy endpoint that rotates your outbound IP behind the scenes. Here's how it works and why scrapers rely on it.
The 2026 Apify SDK guide for production scraping
A hands-on guide to building production scrapers with the Apify SDK and Crawlee, covering proxy rotation, request queues, autoscaling, and deployment.
The 2026 BeautifulSoup guide for production scraping
A step-by-step 2026 guide to running BeautifulSoup in production: environment setup, proxy rotation, retry logic, and scaling from 10x to 1000x requests.
The 2026 Botasaurus guide for production scraping
Install Botasaurus, add proxy rotation and caching, avoid bot detection, and scale a Python scraper from a laptop to a real production pipeline in 2026.
The 2026 Cheerio guide for production scraping
A practical, operator-tested guide to running Cheerio in production: setup, proxy rotation, error handling, and what breaks when you scale past 100x.
The 2026 Crawlee guide for production scraping
A production-grade Crawlee setup: proxy rotation, session pools, retries, and monitoring, built for scrapers that need to survive weeks unattended.
The 2026 Curl Impersonate guide for production scraping
A field guide to curl-impersonate for TLS fingerprint spoofing: install, verify JA3 matches, pair with proxies, and scale from 10x to 1000x without new blocks.
Debugging 429 errors: rate limits, proxy quality, and behavioural patterns
A practitioner's guide to diagnosing 429 errors: how to tell rate limits from proxy quality issues from behavioural fingerprinting, with real fixes.
Diagnosing IP bans: when it is the proxy vs when it is your fingerprint
A practitioner's guide to telling a bad proxy from a burned fingerprint, with JA3/TLS, header order, and cookie-session checks you can run today.
Handling reCAPTCHA v3 in scrapers without dropping IP reputation
an operator's notes on how reCAPTCHA v3 actually scores scraper traffic, and the proxy and browser habits that protect IP reputation over time.
How to bypass Cloudflare 403s with Playwright plus residential proxies
A practitioner's guide to diagnosing Cloudflare 403 blocks in Playwright scrapers and fixing them with residential proxies, TLS fit, and header discipline.
Rate limiting and retry strategies that avoid block escalation
A practitioner's guide to rate limiting and retry logic that keeps scrapers under the radar, covering backoff math, jitter, and when retries make blocks worse.
Solving Datadome challenges in 2026 with the right proxy and browser stack
A practitioner's breakdown of how DataDome's TLS, header, and behavioral checks work in 2026, and the proxy plus browser stack that actually holds up.
Bypassing PerimeterX shields in 2026
How PerimeterX (now HUMAN Security) fingerprints automated traffic in 2026, and the residential proxy, TLS, and browser tactics that still work for scrapers.
Cookie and session handling at scale across rotating proxies
A practitioner's guide to keeping cookies, sessions, and sticky IPs coherent across rotating proxies, with worked examples and failure modes from production.
Smartproxy Review 2026: Honest Pros, Cons and Pricing
An operator's honest look at Smartproxy, now rebranded Decodo: real pricing, IP pool size, rotation control, and where it wins or loses in 2026.
SOAX Review 2026: Honest Pros, Cons and Pricing
SOAX residential, mobile, ISP and datacenter proxies reviewed: real pricing, IP pool size, rotation control and connection success rates for 2026.
Storm Proxies Review 2026: Honest Pros, Cons and Pricing
An operator's honest 2026 review of Storm Proxies: unlimited-bandwidth pricing, real pros and cons, and who should buy this budget rotating proxy service.
Webshare Review 2026: Honest Pros, Cons and Pricing
An operator's honest look at Webshare's datacenter, residential and ISP proxies: real 2026 pricing, IP pool size, rotation control and support quality.
ProxyMesh Review 2026: Honest Pros, Cons and Pricing
ProxyMesh has sold rotating datacenter proxies since 2011 with flat, no-per-GB pricing. Here's what it actually gets you in 2026, and where it falls short.
ScraperAPI Review 2026: Honest Pros, Cons and Pricing
An honest ScraperAPI review for 2026: real pricing, credit costs per target, IP pool size, and how it compares to Bright Data, Oxylabs, and Decodo.
ScraperAPI vs ScrapingBee: 2026 Head-to-Head Comparison
ScraperAPI and ScrapingBee both promise reliable scraping proxies. I compare IP pools, pricing, JS rendering and support to find the real winner for 2026.
ScrapingBee Review 2026: Honest Pros, Cons and Pricing
ScrapingBee bundles proxy rotation, headless Chrome rendering and CAPTCHA handling into one scraping API. Here's the real 2026 pricing and where it falls short.
Shifter Review 2026: Honest Pros, Cons and Pricing
Shifter offers unlimited-bandwidth residential proxies priced per port instead of per GB. Here's what works, what doesn't, and who it actually fits in 2026.
Singapore Mobile Proxy Review 2026: Honest Pros, Cons and Pricing
We tested Singapore Mobile Proxy's 4G/5G IP pool, pricing tiers and rotation controls in 2026. Here's the honest verdict on speed, uptime and value.
NetNut vs SOAX: 2026 Head-to-Head Comparison
NetNut vs SOAX compared on pricing, IP pool size, rotation control, and speed, with clear use-case verdicts for scraping, checkout, and account ops.
Oxylabs Review 2026: Honest Pros, Cons and Pricing
Oxylabs residential, datacenter, ISP and mobile proxies tested in 2026: real pricing, IP pool size, success rates, and who should actually buy it.
Oxylabs vs Smartproxy: 2026 Head-to-Head Comparison
Oxylabs and Smartproxy go head to head on pool size, pricing per GB, rotation control, and speed. an operator's honest verdict for 2026.
PacketStream Review 2026: Honest Pros, Cons and Pricing
PacketStream is a P2P residential proxy network with flat $1/GB pricing. Honest review of pool size, controls, support and who should buy in 2026.
ProxyEmpire Review 2026: Honest Pros, Cons and Pricing
Xavier Fok's hands-on review of ProxyEmpire's residential, mobile, ISP and datacenter proxies: real pricing, pool size, rotation, and who should skip it.
ProxyEmpire vs ScrapingBee: 2026 Head-to-Head Comparison
ProxyEmpire and ScrapingBee solve different problems: raw residential/mobile proxies versus a managed scraping API. Here's which one fits your stack in 2026.
How to scrape Zillow at scale in 2026 with proxies that work
A step-by-step guide to scraping Zillow listings and Zestimate data at scale in 2026, covering proxies, anti-bot tactics, and the legal risk you take on.
Infatica Review 2026: Honest Pros, Cons and Pricing
Infatica review 2026: honest look at residential, mobile, ISP and datacenter proxy pricing, pool size, rotation control, and support quality.
IPRoyal Review 2026: Honest Pros, Cons and Pricing
IPRoyal review 2026: residential, mobile, ISP and datacenter proxies tested for pricing, rotation control, speed and support. Pros, cons, and who should buy.
IPRoyal vs NetNut: 2026 Head-to-Head Comparison
IPRoyal vs NetNut compared on pricing, IP pool size, speed, and support for residential, ISP, and mobile proxies, so you know which to buy in 2026.
IPRoyal vs Webshare: 2026 Head-to-Head Comparison
IPRoyal vs Webshare compared on pricing, IP pool size, rotation, speed, and support, with clear use-case verdicts for scraping, sneakers, and account ops.
NetNut Review 2026: Honest Pros, Cons and Pricing
NetNut's residential, static ISP, mobile and datacenter proxies tested for pricing, concurrency, uptime and reliability, an operator's 2026 verdict.
How to scrape Twitter Ads Library at scale in 2026 with proxies that work
A practical, operator-tested guide to scraping X's Ads Transparency Center at scale in 2026: proxy setup, Playwright scripts, pitfalls, and scaling tips.
How to scrape Walmart at scale in 2026 with proxies that work
A practical, no-hype walkthrough for scraping Walmart product and pricing data at scale in 2026, covering proxies, anti-bot handling, and monitoring.
How to scrape X (Twitter) at scale in 2026 with proxies that work
A practical, operator-tested guide to scraping X (Twitter) at scale in 2026: proxy setup, account warmup, rate limits, and what actually breaks.
How to scrape Yellow Pages at scale in 2026 with proxies that work
A step-by-step guide to scraping Yellow Pages listings at scale in 2026, covering proxies, rate limits, parsing, and avoiding blocks without breaking rules.
How to scrape Yelp at scale in 2026 with proxies that work
A step-by-step operator's guide to scraping Yelp business listings and reviews in 2026, with proxy setup, code, pitfalls, and scaling advice.
How to scrape YouTube at scale in 2026 with proxies that work
A practical guide to scraping YouTube video, channel, and comment data at scale in 2026: the API quota math, proxy setup, and what breaks first.
How to scrape LinkedIn at scale in 2026 with proxies that work
A practical guide to scraping LinkedIn profiles and job data in 2026: proxy selection, account infrastructure, rate limits, and what breaks at scale.
How to scrape Producthunt at scale in 2026 with proxies that work
A practical, operator-tested guide to pulling Product Hunt launch and maker data at scale in 2026 without getting your scrapers or proxies burned.
How to scrape Realtor.com at scale in 2026 with proxies that work
A practical, operator-level walkthrough for scraping Realtor.com listings at scale in 2026, covering proxy setup, rendering, rate limits, and pitfalls.
How to scrape Reddit at scale in 2026 with proxies that work
A practical guide to scraping Reddit at scale in 2026: official API pricing, PRAW setup, proxy rotation, and how to avoid bans as you scale up.
How to scrape TikTok at scale in 2026 with proxies that work
A practical, operator-tested guide to scraping TikTok at scale in 2026: proxy setup, Playwright scripts, rotation, and how to avoid getting banned.
How to scrape G2 at scale in 2026 with proxies that work
A practical, operator-tested guide to scraping G2 review data at scale in 2026 including proxy setup, anti-bot workarounds, and a scaling playbook.
How to scrape GitHub at scale in 2026 with proxies that work
A practical, operator-tested guide to pulling GitHub data at scale in 2026: API-first workflow, when proxies actually help, and what breaks.
How to scrape Glassdoor at scale in 2026 with proxies that work
A practical, step-by-step guide to scraping Glassdoor reviews and salary data at scale in 2026: proxy setup, bot-detection workarounds, and pitfalls to avoid.
How to scrape Hacker News at scale in 2026 with proxies that work
A practical guide to pulling Hacker News data at scale in 2026: the official API, Algolia search, proxy setup, rate limits, and common mistakes.
How to scrape Indeed at scale in 2026 with proxies that work
A practical, operator-tested guide to scraping Indeed job listings at scale in 2026, covering proxy setup, anti-bot handling, and scaling pitfalls.
How to scrape Instagram at scale in 2026 with proxies that work
A step-by-step guide to scraping Instagram profiles, posts, and hashtags at scale in 2026, covering proxy selection, session warm-up, and ban avoidance.
How to scrape Airbnb at scale in 2026 with proxies that work
A practical, operator-tested guide to scraping Airbnb listings at scale in 2026: proxy selection, anti-bot handling, and scaling from 10x to 1000x.
How to scrape Booking.com at scale in 2026 with proxies that work
A practical guide to scraping Booking.com hotel and price data at scale in 2026: proxy setup, rate limits, anti-bot blocks, and what actually works.
How to scrape Crunchbase at scale in 2026 with proxies that work
A practical, operator-tested guide to scraping Crunchbase company and funding data at scale in 2026, including proxy setup, code, and pitfalls to avoid.
How to scrape eBay at scale in 2026 with proxies that work
A step-by-step guide to scraping eBay listings and pricing data at scale in 2026, covering proxy setup, anti-block tactics, and legal risk factors.
How to scrape Etsy at scale in 2026 with proxies that work
A practical guide to scraping Etsy listings, prices, and shop data at scale in 2026: proxy setup, rate limits, anti-bot handling, and where it breaks.
How to scrape Facebook at scale in 2026 with proxies that work
A practical, operator-tested guide to scraping public Facebook data at scale in 2026, covering proxies, browser automation, rate limits, and account bans.
Best proxies for scraping LinkedIn in 2026
Seven proxy providers tested for LinkedIn scraping in 2026, covering residential IP quality, session control, pricing per GB, and ban resistance.
Best proxies for scraping local search results in 2026
Seven proxy providers I've actually used to scrape Google local packs, Yelp, and Maps listings without getting blocked, ranked by geo-targeting depth and cost.
Decodo Review 2026: Honest Pros, Cons and Pricing
Decodo (formerly Smartproxy) review for 2026: pricing per GB, IP pool size, rotation controls, and whether its residential and mobile proxies are worth it.
Decodo vs Smartproxy: 2026 Head-to-Head Comparison
Decodo is Smartproxy's 2024 rebrand, not a separate rival. Here's what actually changed for residential, mobile, and datacenter proxy buyers in 2026.
Decodo vs SOAX: 2026 Head-to-Head Comparison
Decodo vs SOAX head-to-head: pricing per GB, IP pool size, rotation control, geo coverage, and speed tested by a Singapore-based proxy operator in 2026.
GeoSurf Review 2026: Honest Pros, Cons and Pricing
GeoSurf review 2026: an operator's look at pricing, IP pool size, geo coverage and support for GeoSurf's residential, ISP and datacenter proxies.
Best proxies for scraping at under 100 dollars per month in 2026
8 proxy providers I'd actually pay for on a sub-$100/month scraping budget in 2026, picked for uptime, pricing transparency, and real-world block rates.
Best proxies for scraping Cloudflare-protected sites in 2026
I tested proxy and unblocking services against Cloudflare's bot checks in 2026 and ranked the ones that actually get through, with pricing and picks.
Best proxies for scraping enterprise targets in 2026
A Singapore-based operator's honest ranking of the best proxy providers for scraping enterprise targets in 2026, with pricing, pros, and cons.
Best proxies for scraping Google SERP in 2026
Eight proxy providers tested for scraping Google search results at scale in 2026, with pricing, pros, cons and picks for budget, volume and reliability.
Best proxies for scraping Instagram and TikTok in 2026
A Singapore-based operator's honest breakdown of the best residential and mobile proxies for scraping Instagram and TikTok in 2026, tested for cost and uptime.
Best proxies for scraping job boards at scale in 2026
Seven proxy providers tested against LinkedIn, Indeed, and Glassdoor for large-scale job board scraping in 2026, with real pricing and tradeoffs.
Apify Review 2026: Honest Pros, Cons and Pricing
Apify bundles datacenter, residential and SERP proxies into its scraping platform. Real 2026 pricing, what works, what doesn't, who should skip it.
Best proxies for scraping Amazon in 2026
Seven proxy services tested against Amazon's anti-bot defenses in 2026, compared on price per GB, IP pool sourcing, session control, and support quality.
Best proxies for scraping e-commerce price intelligence in 2026
Xavier Fok compares 7 proxy providers for e-commerce price intelligence scraping in 2026, covering pricing, geo-coverage, and anti-block performance.
Bright Data Review 2026: Honest Pros, Cons and Pricing
Bright Data's 400M+ IP network posts strong independent benchmarks, but the pricing tiers and strict KYC make it a fit mainly for funded teams.
Bright Data vs Oxylabs: 2026 Head-to-Head Comparison
Bright Data vs Oxylabs compared head-to-head on IP pool size, pricing per GB, rotation control, session persistence, and speed, with 2026 use-case verdicts.
How to scrape Amazon at scale in 2026 with proxies that work
A practical, step-by-step guide to scraping Amazon product data at scale in 2026, from proxy selection to CAPTCHA handling and infrastructure scaling.
How to scrape Google SERP at scale in 2026 with proxies that work
A field-tested playbook for scraping Google SERPs at scale in 2026, covering proxy selection, rotation logic, parsing, and what breaks as you scale up.
Mobile proxies for scraping: when the premium is justified
Mobile proxies cost 5-10x more than datacenter IPs because of CGNAT scarcity. Here's when that premium actually pays off for scraping, and when it's a waste.
Residential vs datacenter vs ISP proxies for scraping
A plain-language breakdown of residential, datacenter, and ISP proxies for web scraping: how each is built, what they cost, and when to use which.
Rotating vs sticky sessions: when each proxy mode wins
Rotating and sticky proxy sessions solve different problems. Here's how each works, when to use which, and the tradeoffs I've hit running both in production.
The 2026 Playwright guide for production scraping
A hands-on 2026 playbook for running Playwright at production scale: proxy rotation, fingerprint hygiene, retries, concurrency limits, and what breaks past 100x
The 2026 Scrapy guide for production scraping
A practical, operator-tested Scrapy setup for 2026: proxy rotation, AutoThrottle tuning, Scrapyd deployment, and what breaks when you scale past 100 sites.