BrowserStack
TestMu AI (Formerly LambdaTest)
Sauce Labs
CrossBrowserTesting
Selenium
browserling
Ghost Inspector
Katalon
Scrapio.dev
Firecrawl
ScrapingBee
Scraper API
Apify
Bright Data
BrowserStack is a leading software testing platform powering over two million tests every day across 15 global data centers. With BrowserStack, developers can comprehensively test their websites and mobile applications across 2,000+ real mobile devices and browsers in a single cloud platformโand at scale. BrowserStack helps Tesco, Shell, NVIDIA, Discovery, Wells Fargo, and over 50,000 customers deliver quality software at speed.
Scrapio is a developer-first web scraping and data extraction API. A general-purpose /fetch endpoint handles JavaScript rendering, proxy rotation, and session management, returning markdown, HTML, screenshots, or LLM-extracted structured JSON. Beyond generic fetching, Scrapio provides 15 dedicated typed endpoints: e-commerce (Amazon, Walmart, Target), travel (Booking.com, Agoda, Airbnb), search & social (Google, Bing, YouTube, Reddit, TikTok), apps (Apple App Store), and AI answer engines (ChatGPT, Gemini, Perplexity โ for tracking brand mentions in AI-generated answers). Also includes native Monitors for scheduled change detection with webhook notifications. Pricing is credit-based and documented per API surface; the Free plan includes 1,000 credits/month with no credit card required.
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Scrapio.dev's answer:
The combination of two things competitors don't pair together: dedicated, typed endpoints for 15 real sites (not just generic fetch/crawl) and tracking for whether a brand gets mentioned in ChatGPT, Gemini, and Perplexity answers, the latter being a capability none of the established scraping APIs (Firecrawl, ScrapingBee, ScraperAPI, Bright Data, Apify) currently offer. On top of that, pricing is fully published per API surface with no hidden multipliers, and Monitors ship as a first-class scheduled feature rather than something you build yourself.
Scrapio.dev's answer:
It depends what they're optimizing for: cheaper entry cost and predictable billing than Bright Data (Starter is $29/mo vs. Bright Data's $499/mo jump from the free tier); markdown/structured JSON output built for LLM pipelines instead of raw HTML like ScraperAPI; flat, published credit costs instead of ScrapingBee's stacking multipliers; and broader dedicated-site coverage plus AI-visibility tracking that Firecrawl doesn't have. In short: teams who want AI-agent-ready output, transparent pricing, and don't want to run their own scheduling/monitoring infrastructure.
Scrapio.dev's answer:
Developers building AI agents, automation workflows, or data pipelines who need structured web data without maintaining scraper infrastructure, plus, increasingly, marketing/SEO teams doing AI-visibility (GEO) tracking now that ChatGPT/Gemini/Perplexity monitoring is a distinct template category. Skews toward small-to-mid teams and solo developers based on the pricing tiers (Free/Starter entry points, no enterprise-only gate).
Scrapio.dev's answer:
TypeScript, Python and Golang.
Scrapio.dev's answer:
Scrapio is early-stage and doesn't have named enterprise customers to showcase yet. The teams using it today are primarily solo developers and small engineering teams building AI agents, automation workflows, and data pipelines.
Scrapio.dev's answer:
I kept hitting the same wall on every project that needed web data: start with a generic scraper, watch it break the moment a site added JavaScript rendering or bot detection, then end up hand-rolling a parser, a proxy rotation layer, and a scheduler, for every single site, every single time. Amazon, Booking.com, YouTube: same problem, different HTML shape, same wasted week. Scrapio started as the tool I wanted to already exist: one API that handles the JS rendering and proxy layer generically, plus dedicated typed endpoints for the specific sites that come up again and again, so the parsing work gets done once instead of every time someone needs it. The AI-visibility tracking (ChatGPT, Gemini, Perplexity) came later, once it became clear that "is my brand even mentioned" was turning into the same kind of recurring, nobody-has-a-clean-way-to-check-this problem, just for AI answers instead of web pages.
Based on our record, BrowserStack seems to be more popular. It has been mentiond 8 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
This is pretty cool - the Jira/Linear integration could save a ton of manual work. How do you handle test data setup and teardown? That's usually where these workflows get messy. For alternatives in this space, there's qawolf (https://qawolf.com) for similar automated testing workflows, or I'm actually building bug0 (https://bug0.com) which also does AI-powered test automation, still in beta. For the more... - Source: Hacker News / about 1 year ago
Platforms like Browserstack or SauceLabs offer virtual instances of real devices and browsers for manual and end-to-end testing. Caveat: subscriptions cost money and are on a per-seat basis. - Source: dev.to / about 2 years ago
If you go to browserstack.com (a website to test other websites) you can probably to the chatgpt url and sign up there. Source: over 3 years ago
For testing on Mac or iOS, use browserstack.com, you'll spend considerably less using that than you would buying the actual hardware. Source: over 3 years ago
I've seen subscription services such as browserstack.com and lambdatest.com but I believe they cost to get the full range of mac browsers and devices. Source: over 3 years ago
TestMu AI (Formerly LambdaTest) - Worldโs first full-stack Agentic AI Quality Engineering platform.
Firecrawl - Turn any website into LLM-ready data.
Sauce Labs - Test mobile or web apps instantly across 700+ browser/OS/device platform combinations - without infrastructure setup.
ScrapingBee - ScrapingBee is a Web Scraping API that handles proxies and Headless browser for you, so you can focus on extracting the data you want, and nothing else.
CrossBrowserTesting - Browser Testing made simple! Run automated, visual, and manual tests on 1500+ real browsers and mobile devices. Test more browsers, in less time.
Scraper API - Scale Data Collection with a Simple API.