field notes

notes from a Singapore phone farm

guides on Telegram account longevity, ban prevention, dedicated mobile IPs, and what actually works when you host an account on real hardware.

About Xavier Fok

Operator of Singapore Mobile Proxy and cloudf.one. 15 years across digital marketing, content, and now mobile-proxy and cloud-phone infrastructure for production-grade web scraping tutorials, proxy reviews.

Affiliate disclosure

How proxyscraping.org makes money, which links are affiliate, and why that does not change the honest pro and con assessment in every review.

How to bypass Cloudflare 403s with Playwright plus residential proxies

A practitioner's guide to beating Cloudflare 403 blocks using Playwright and residential proxies, covering TLS fingerprints, browser stealth, and production failure modes.

How to scrape Booking.com at scale in 2026 with proxies that work

A practical operator guide to scraping Booking.com hotel listings, prices, and reviews at scale using rotating residential proxies in 2026.

How to scrape YouTube at scale in 2026 with proxies that work

A practical operator guide to scraping YouTube metadata, comments, and channel data at scale using rotating proxies, yt-dlp, and Python in 2026.

How to scrape Capterra at scale in 2026 with proxies that work

A practical operator guide to scraping Capterra listings and reviews at scale in 2026, with proxy rotation, anti-bot bypass, and Python code.

The 2026 Playwright guide for production scraping

A practical, operator-focused guide to running Playwright at production scale in 2026, from install to thousands of concurrent sessions.

How to scrape Trustpilot at scale in 2026 with proxies that work

Practical guide to scraping Trustpilot reviews at scale in 2026 using residential proxies, Python, and Playwright. Written by a Singapore-based operator.

The 2026 Scrapy guide for production scraping

A practical 2026 guide to running Scrapy in production: setup, proxy rotation, item pipelines, rate limiting, and scaling from 10 to 1000 requests per second.

HTTP vs SOCKS5 proxies for production scraping

A plain-language breakdown of HTTP vs SOCKS5 proxies, covering how each protocol works, when to choose which, and mistakes to avoid in production scraping.

How to scrape Realtor.com at scale in 2026 with proxies that work

A practical operator guide to scraping Realtor.com listings at scale in 2026, covering proxies, anti-bot bypass, Python setup, and scaling from 10 to 1000 requests.

PacketStream Review 2026: Honest Pros, Cons and Pricing

Hands-on review of PacketStream residential proxies: real pricing, IP pool limits, rotation control, and who should actually buy in 2026.

Rotating vs sticky sessions: when each proxy mode wins

Learn when to use rotating proxies vs sticky sessions. A plain-language breakdown of how each mode works, why it matters, and common mistakes.

How to scrape TikTok at scale in 2026 with proxies that work

A practical guide to scraping TikTok video metadata, hashtag feeds, and user profiles at scale using rotating proxies and Python in 2026.

NetNut Review 2026: Honest Pros, Cons and Pricing

An operator's honest review of NetNut proxies in 2026: residential, ISP, mobile pricing, real-world speed, session control, and who should actually buy.

How to scrape Airbnb at scale in 2026 with proxies that work

A practical guide to scraping Airbnb listings at scale in 2026, covering proxy setup, browser automation, anti-bot bypass, and scaling from 10x to 1000x.

The 2026 httpx guide for production scraping

A practical operator guide to using Python's httpx library for production scraping in 2026, covering async, proxies, retries, and scaling.

How to scrape G2 at scale in 2026 with proxies that work

A practical operator guide to scraping G2 reviews and ratings at scale in 2026, covering proxy setup, JavaScript rendering, rate limits, and storage.

How to scrape GitHub at scale in 2026 with proxies that work

A practical operator guide to scraping GitHub repos, stars, and contributors at scale in 2026 using rotating proxies, token pools, and Python.

How to scrape Google SERP at scale in 2026 with proxies that work

A practical operator guide to scraping Google search results at scale in 2026 using rotating residential proxies, Python, and Playwright.

How to scrape X (Twitter) at scale in 2026 with proxies that work

A practical operator guide to scraping X (Twitter) at scale in 2026, covering proxies, tools, rate limits, and what breaks when you push volume.

The 2026 BeautifulSoup guide for production scraping

A practical guide to scraping at scale with BeautifulSoup in 2026, covering setup, parsing, anti-bot handling, and what breaks at 100k requests.

Smartproxy Review 2026: Honest Pros, Cons and Pricing

Smartproxy reviewed from an operator's perspective, covering real pricing, IP pool quality, rotation control, and where it falls short in 2026.

Oxylabs vs Smartproxy: 2026 Head-to-Head Comparison

Oxylabs vs Smartproxy compared on pool size, pricing, rotation, speed, and use cases. Find out which proxy provider fits your operation in 2026.

Geolocation and proxy targeting: city-level vs ASN-level

Learn the difference between city-level and ASN-level proxy targeting, how geolocation databases work, and which targeting method to use for your use case.

How to scrape Producthunt at scale in 2026 with proxies that work

A practical operator guide to scraping Producthunt product launches, votes, and maker data at scale using proxies, Python, and the GraphQL API.

Storm Proxies Review 2026: Honest Pros, Cons and Pricing

An operator-level review of Storm Proxies covering pricing, IP pool size, rotation, geo coverage, and who should actually buy in 2026.

Cookie and session handling at scale across rotating proxies

How to manage cookie jars, session identity, and state persistence when rotating proxies at scale, with worked examples and production lessons.

Best proxies for scraping Google SERP in 2026

The 7 best proxy services for scraping Google search results in 2026, tested for block rate, speed, and price per GB across US, UK, and SG.

ScraperAPI Review 2026: Honest Pros, Cons and Pricing

Hands-on ScraperAPI review covering pricing, IP pool quality, JS rendering, geo coverage, and who should use it in 2026.

Bright Data vs Oxylabs: 2026 Head-to-Head Comparison

Bright Data vs Oxylabs compared on pricing, pool size, rotation, speed, and use cases. Which proxy provider wins in 2026?

The 2026 Crawlee guide for production scraping

A practical operator guide to building production-grade scrapers with Crawlee in 2026, covering setup, proxy rotation, anti-bot evasion, and scaling.

Shifter Review 2026: Honest Pros, Cons and Pricing

Honest 2026 review of Shifter residential proxies. Real pricing, port-based model explained, who it suits and who should look elsewhere.

Akamai bot manager: scraping strategies that still work

A practitioner's guide to bypassing Akamai Bot Manager in 2026: sensor data, TLS fingerprinting, residential proxies, and what breaks in production.

IPRoyal Review 2026: Honest Pros, Cons and Pricing

IPRoyal offers residential, ISP, mobile, and datacenter proxies at mid-range pricing. My honest operator verdict and pricing breakdown for 2026.

How to scrape Instagram at scale in 2026 with proxies that work

A practical operator guide to scraping Instagram at scale in 2026, covering proxies, tools, rotation strategy, and pitfalls to avoid.

ProxyEmpire Review 2026: Honest Pros, Cons and Pricing

ProxyEmpire review 2026: real pricing, IP pool size, rotation options, and who this proxy provider actually works for. Honest operator verdict.

ProxyEmpire vs Webshare: 2026 Head-to-Head Comparison

ProxyEmpire vs Webshare compared on mobile, residential, and datacenter proxies. Pricing, pool size, speed, and use-case verdicts for 2026.

Solving Datadome challenges in 2026 with the right proxy and browser stack

A practitioner's guide to passing Datadome bot challenges in 2026, covering TLS fingerprinting, browser stack choices, and proxy selection strategies.

Best proxies for scraping at under 100 dollars per month in 2026

Seven tested proxy providers that keep scraping costs under $100/month, reviewed by a Singapore-based operator with real-world selection criteria.

The 2026 Apify SDK guide for production scraping

A hands-on guide to building production scrapers with the Apify SDK in 2026, covering setup, proxy rotation, error handling, and scaling.

How to scrape Twitter Ads Library at scale in 2026 with proxies that work

Step-by-step guide to scraping X's Ads Transparency Center at scale using Python, Playwright, and residential proxies that actually rotate.

Crawlee Review 2026: Honest Pros, Cons and Pricing

Honest 2026 review of Crawlee, the open-source scraping framework. Covers proxy integration, session control, real pricing, and who should use it.

Bright Data Review 2026: Honest Pros, Cons and Pricing

Bright Data review 2026: real pricing, IP pool size, rotation controls, and honest cons from a Singapore-based operator who's tested the platform.

How to scrape Facebook at scale in 2026 with proxies that work

A practical operator guide to scraping Facebook public data at scale in 2026, covering proxy setup, browser automation, and ban avoidance.

Debugging 429 errors: rate limits, proxy quality, and behavioural patterns

A practitioner's guide to diagnosing 429 errors: understanding rate limit headers, proxy quality issues, and behavioural fingerprinting patterns.

How to scrape Amazon at scale in 2026 with proxies that work

A practical operator guide to scraping Amazon product data at scale in 2026, covering proxy setup, bot detection bypass, and scaling from 10 to 10,000 daily requests.

How to scrape Hacker News at scale in 2026 with proxies that work

A step-by-step guide to scraping Hacker News at scale using Python, the official HN API, and rotating residential proxies without getting blocked.

Best proxies for scraping Cloudflare-protected sites in 2026

7 tested proxy providers for bypassing Cloudflare bot detection in 2026, with honest pricing, pros, cons, and a verdict from an operator.

How to scrape Zillow at scale in 2026 with proxies that work

A practical operator guide to scraping Zillow listings at scale in 2026 using rotating residential proxies, Python, and Playwright.

How to scrape eBay at scale in 2026 with proxies that work

A practical operator guide to scraping eBay listings, prices, and seller data at scale in 2026 using rotating proxies and Python.

The 2026 Curl Impersonate guide for production scraping

A practical operator guide to curl-impersonate and curl_cffi for production scraping, covering TLS fingerprinting, setup, scaling, and common pitfalls.

Bypassing PerimeterX shields in 2026

A practitioner's deep-dive into HUMAN Security's bot detection stack, covering sensor data, TLS fingerprinting, and behavioral signals, with concrete bypass strategies.

ProxyEmpire vs ScrapingBee: 2026 Head-to-Head Comparison

ProxyEmpire vs ScrapingBee: which proxy solution wins in 2026? Pricing, IP pool, rotation, geo, and use-case verdicts from an operator.

How to scrape Walmart at scale in 2026 with proxies that work

A practical operator guide to scraping Walmart product data at scale in 2026, covering proxies, anti-bot bypass, tooling, and common failure modes.

Diagnosing IP bans: when it is the proxy vs when it is your fingerprint

A practitioner's guide to separating IP reputation problems from browser fingerprint leaks, with real diagnostic flows and production notes.

IPRoyal vs Webshare: 2026 Head-to-Head Comparison

IPRoyal vs Webshare compared on pool size, pricing, rotation, and use cases. Find out which proxy fits your scraping or automation workflow.

NetNut vs SOAX: 2026 Head-to-Head Comparison

NetNut vs SOAX compared on pool size, pricing, speed, and rotation. Find out which proxy provider wins for your use case in 2026.

The 2026 Cheerio guide for production scraping

A practical, operator-focused guide to scraping static HTML at scale with Cheerio in Node.js, covering setup, proxy rotation, and pitfalls.

IPRoyal vs NetNut: 2026 Head-to-Head Comparison

IPRoyal vs NetNut compared on price, pool size, speed, and use case fit. Which proxy provider wins in 2026? An operator's honest verdict.

Decodo Review 2026: Honest Pros, Cons and Pricing

Honest operator review of Decodo proxies: residential, ISP, mobile, and datacenter. Real pricing, pool size, rotation, and who should actually buy.

Best proxies for scraping job boards at scale in 2026

The 7 best proxy providers for scraping job boards at scale in 2026, tested by an operator. Covers residential, datacenter, and managed options.

Oxylabs Review 2026: Honest Pros, Cons and Pricing

An operator-perspective review of Oxylabs covering pricing, IP pool size, geo coverage, rotation controls, and who should actually buy in 2026.

Proxy chaining explained: when stacking proxies helps and when it hurts

Proxy chaining routes traffic through multiple proxies in sequence. learn when stacking actually helps, when it kills performance, and how to set it up.

The 2026 Requests guide for production scraping

A hands-on operator guide to scraping at scale with Python Requests in 2026, covering sessions, retries, proxies, and common production pitfalls.

How to scrape Indeed at scale in 2026 with proxies that work

A practical operator guide to scraping Indeed job listings at scale in 2026 using rotating residential proxies, Playwright, and Python.

The 2026 Puppeteer guide for production scraping

A production-ready Puppeteer tutorial for 2026: stealth setup, proxy rotation, data extraction, error handling, and scaling from 10 to 1000 requests.

SOAX Review 2026: Honest Pros, Cons and Pricing

An operator-perspective review of SOAX proxies in 2026, covering IP pool size, pricing per GB, rotation control, and who should buy.

Best proxies for scraping enterprise targets in 2026

A hands-on operator's guide to the best proxy networks for scraping enterprise-grade targets protected by Cloudflare, Akamai, and DataDome in 2026.

Best proxies for scraping Instagram and TikTok in 2026

7 tested proxy providers for scraping Instagram and TikTok in 2026, ranked by IP quality, success rate, and price per GB.

ScrapingBee Review 2026: Honest Pros, Cons and Pricing

Hands-on ScrapingBee review covering pricing, IP rotation, JS rendering, and whether it beats raw proxies for web scraping in 2026.

The 2026 ScrapingBee guide for production scraping

A practical, operator-focused guide to using ScrapingBee for production web scraping in 2026, from first API call to scaling at volume.

How to scrape LinkedIn at scale in 2026 with proxies that work

A practical operator guide to scraping LinkedIn profiles and job data at scale in 2026, covering proxies, tooling, anti-bot evasion, and what breaks at volume.

How to scrape Glassdoor at scale in 2026 with proxies that work

A practical operator's guide to scraping Glassdoor reviews, salaries, and job data at scale using residential proxies and Playwright in 2026.

Webshare Review 2026: Honest Pros, Cons and Pricing

Honest review of Webshare proxies in 2026: pricing, IP pool quality, rotation control, and who should actually buy residential vs datacenter plans.

How to scrape Yellow Pages at scale in 2026 with proxies that work

A practical operator guide to scraping Yellow Pages business listings at scale using Python, Scrapy, and residential proxies that actually work in 2026.

Best proxies for scraping LinkedIn in 2026

The 7 best proxy services for scraping LinkedIn in 2026, reviewed by a Singapore-based operator. Residential, rotating, and mobile options compared.

How to scrape Etsy at scale in 2026 with proxies that work

A practical guide to scraping Etsy product listings, reviews, and shop data at scale in 2026 using residential proxies, Python, and Playwright.

Infatica Review 2026: Honest Pros, Cons and Pricing

Hands-on review of Infatica proxies in 2026: residential, mobile, and datacenter plans, real pricing, pros, cons, and who should actually buy.

Residential vs datacenter vs ISP proxies for scraping

A plain-language breakdown of residential, datacenter, and ISP proxies for scraping, including how they work, when to use each, and common myths.

ProxyMesh Review 2026: Honest Pros, Cons and Pricing

An honest operator review of ProxyMesh datacenter proxies, covering pricing, IP pool size, rotation, geo coverage, and who should or shouldn't buy in 2026.

Apify Review 2026: Honest Pros, Cons and Pricing

An operator's honest look at Apify's proxy and scraping platform in 2026, covering pricing, IP pool quality, rotation, and when to use it.

How to scrape Reddit at scale in 2026 with proxies that work

A practical operator guide to scraping Reddit at scale in 2026 using rotating proxies, PRAW, and raw HTTP, without getting banned.

Handling JavaScript-rendered pages without headless Chrome bloat

How to extract data from JS-heavy sites without spinning up a full browser, using API reverse engineering, curl-impersonate, and selective rendering.

Best proxies for scraping e-commerce price intelligence in 2026

The 7 best proxy services for e-commerce price intelligence scraping in 2026, tested and ranked by a Singapore-based operator across IP quality, cost, and success rate.

ScraperAPI vs ScrapingBee: 2026 Head-to-Head Comparison

ScraperAPI vs ScrapingBee: honest 2026 breakdown of pricing, IP pools, JS rendering, and which scraping API fits your use case.

Best proxies for scraping local search results in 2026

Seven proxy providers tested for city-level local search scraping in 2026, ranked by geo-accuracy, success rate, and cost per GB.

GeoSurf Review 2026: Honest Pros, Cons and Pricing

Hands-on GeoSurf review covering residential proxy pool quality, pricing per GB, geo targeting, and who should actually buy it in 2026.

Singapore Mobile Proxy Review 2026: Honest Pros, Cons and Pricing

Honest 2026 review of Singapore Mobile Proxy: real mobile IPs, pricing, rotation control, and who should actually buy this niche service.

What is a back-connect gateway and why scrapers use it

A plain-language explainer on back-connect proxy gateways: how they work, why scrapers depend on them, and what they do not do.

Rate limiting and retry strategies that avoid block escalation

A practitioner's guide to retry logic, backoff curves, and request pacing that keeps scraping jobs alive without triggering progressive bans.

The 2026 Botasaurus guide for production scraping

A practical operator guide to running Botasaurus in production: proxy setup, parallel crawling, anti-bot bypass, and scaling to 1000x.

Decodo vs Smartproxy: 2026 Head-to-Head Comparison

Decodo vs Smartproxy compared on IP pool size, pricing, rotation, and speed. An operator's honest take on which proxy fits your workflow in 2026.

The 2026 Selenium guide for production scraping

A practical operator guide to running Selenium scrapers in production in 2026, covering setup, proxy rotation, anti-bot evasion, and scaling to 1000x.

Best proxies for scraping Amazon in 2026

Seven proxy services tested for Amazon scraping in 2026. Honest breakdown of pricing, success rates, and which one fits your budget and scale.

The 2026 Nodriver guide for production scraping

A hands-on production guide to scraping with Nodriver in 2026, covering setup, fingerprint evasion, proxy rotation, and scaling to 1000+ concurrent browsers.

How to scrape Crunchbase at scale in 2026 with proxies that work

A practical operator guide to scraping Crunchbase company and funding data at scale in 2026, covering proxies, anti-bot bypass, and pipeline architecture.

Mobile proxies for scraping: when the premium is justified

Mobile proxies cost 5-20x more than datacenter IPs. here is when that premium actually pays off, and when you are just burning budget.

Handling reCAPTCHA v3 in scrapers without dropping IP reputation

A practitioner's guide to running scrapers against reCAPTCHA v3 sites without poisoning your IP pool or triggering score degradation over time.

Decodo vs SOAX: 2026 Head-to-Head Comparison

Decodo vs SOAX compared on pool size, pricing, mobile proxies, rotation, and geo coverage. Operator verdict for scraping and multi-account use cases.

Proxy authentication: user pass vs IP whitelist trade-offs

User:pass vs IP whitelist proxy auth explained for beginners. Trade-offs on security, flexibility, and team use from an operator's perspective.

How to scrape Yelp at scale in 2026 with proxies that work

A hands-on guide to scraping Yelp business listings and reviews at scale in 2026 using rotating residential proxies, Playwright, and Python.