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Bright Data Jobs Scraper API is the most directly job-focused alternative documented here: it accepts LinkedIn search and company URLs and offers structured records through an API or no-code control panel. Browse AI, Apify, and Octoparse offer different workflows, but there is an important limit: LinkedIn’s User Agreement, effective November 3, 2025, prohibits scraping or copying its services. A vendor’s ability to extract listings does not mean LinkedIn permits it.
First, understand LinkedIn’s rules and the risk
LinkedIn’s User Agreement, effective November 3, 2025, prohibits developing, supporting, or using software or other means to scrape or copy LinkedIn Services, including profiles and other data. Read LinkedIn’s User Agreement, particularly Section 8.2.
LinkedIn Help separately says third-party software that scrapes or automates the site is not permitted and warns that accounts may be restricted or shut down and tools may stop working. These are LinkedIn’s stated rules and warnings, not a general legal conclusion about every jurisdiction. Check the current terms and applicable law for your situation, especially before collecting personal data or redistributing it. The sources reviewed do not establish a LinkedIn-sanctioned scraping method among the tools below.
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1Fix the driver behind crashes, sound loss and screen glitches2Clear out junk files and repair common Windows errors3Scan for outdated or missing drivers - takes under a minuteHow the alternatives differ
The products are not interchangeable. Compare the workflow you need—managed API, no-code interface, natural-language extraction, or visual task setup—along with input URLs, fields, delivery formats, volume, scheduling, and account requirements. Vendor descriptions establish advertised capabilities, not independently verified coverage or performance.
#1 Best Overall
| Option | Documented workflow and fit | Details to verify |
|---|---|---|
| Bright Data Jobs Scraper API | LinkedIn job scrapers accept search URLs or company URLs. The provider lists fields including job posting ID, title, company, location, summary, and seniority. It offers API access and a no-code control panel, with JSON, NDJSON, or CSV delivery. | Confirm current price, record counting, input requirements, and whether the service fits your policy and legal obligations. |
| Browse AI | No-code trained robots and monitoring; Browse AI advertises robots for LinkedIn job listings and publicly visible LinkedIn pages. It is a useful baseline if you want to configure and monitor a robot rather than integrate an API. | Confirm the current robot, credit use for LinkedIn, and plan limits. Browse AI says its free tier has 50 monthly credits across two domains; its FAQ says one credit generally scrapes ten rows on many sites, while premium sites can cost up to one credit per row. |
| Apify | Apify describes an AI Web Scraper driven by natural-language instructions and a broader marketplace of scraper Actors. | The cited comparison is vendor-authored and promotional. Check the particular Actor’s LinkedIn scope, inputs, outputs, current cost, and maintenance before relying on it. |
| Octoparse | Apify’s comparison describes Octoparse as a point-and-click tool with templates including LinkedIn and scheduled cloud jobs. | Verify whether a relevant template is currently available, along with task caps and any proxy or CAPTCHA add-on costs. These details can change. |
Pricing and volume: compare the billing unit
Published prices are vendor claims and may change; check the provider’s current pricing before purchase. The figures below were listed on the vendors’ pages accessed October 3, 2026.
| Provider | Published price or allowance | How to interpret it |
|---|---|---|
| Bright Data | 5,000 free records per month; pay-as-you-go at $1.50 per 1,000 records. Its page also displays a $499 monthly Scale plan with 384,000 records included. | Estimate expected records, not just URL count, and confirm the current offer and what counts as a record. |
| Browse AI | Free tier listed as 50 monthly credits across two domains. | Credits are not necessarily one-for-one with listings; the vendor says credit use varies by site. |
| Apify and Octoparse | The cited comparison does not establish current plan prices or exact usage caps. | Check the provider’s current plan and the specific Actor or template’s costs before estimating recurring runs. |
Choose by workflow, not a universal ranking
- Need structured job records for an integration? Bright Data’s published search-URL and company-URL inputs, named fields, and API delivery are the clearest directly job-focused offering among these sources. Validate its current schema and pricing against your expected volume.
- Prefer a visual, no-code setup? Browse AI advertises prebuilt job robots; Octoparse is described as point-and-click with templates. Compare the specific LinkedIn workflow and its ongoing task or credit costs.
- Want to adapt an existing scraper workflow? Apify’s natural-language scraper and Actor marketplace may suit configurable workflows, but assess the individual Actor rather than assuming marketplace-wide LinkedIn support.
- Need repeatable scheduled collection? Compare the scheduling model, failure reporting, maintenance burden, and volume caps for the exact plan. Vendor descriptions alone do not establish reliability or uninterrupted operation.
- Considering account credentials or personal data? Review what the service requests and what you intend to collect. Public visibility or avoiding a login does not override LinkedIn’s stated prohibition.
ScreenshotNeo is not a LinkedIn scraper
ScreenshotNeo is a website screenshot API and MCP server, not a service for extracting structured LinkedIn job records. It is an alternative to consider when the actual need is a website image or PDF rather than a job-listing dataset. Its API can return PNG, JPEG, WebP, or PDF from one GET request; options include full-page capture, CSS element selection, waits, custom headers and cookies, and bulk capture. It can accept cookie banners and remove known consent platforms, newsletter popups, and chat widgets before capture. That does not make LinkedIn scraping permitted, nor does a screenshot substitute for structured job data.
One-call screenshot example
For a page you are allowed to capture, this cURL request saves a WebP screenshot. See the ScreenshotNeo API documentation for parameters and response details.
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webpCookie banners, popups, and chat widgets are removed before the shot; bot checks, blank pages, and failed loads are never billed. Its MCP server lets AI agents take screenshots. The free plan includes 1,000 screenshots per month with no card, and paid plans start at $5 for 3,000. Sign up for 1,000 free screenshots a month, with no card required.
Before committing to a tool
- Write down the permitted use, the data fields you actually need, and whether you need a dataset or only a visual record.
- For each candidate, verify supported input URLs, whether it asks for credentials, output format, scheduling, usage limits, and current costs.
- Check LinkedIn’s current User Agreement and Help guidance and assess applicable law before collecting or reusing data.
- Budget for failures and maintenance without assuming proxies, public pages, or a vendor’s access claims eliminate platform-policy risk.
Frequently Asked Questions
Does a tool that can access public LinkedIn job listings mean scraping is allowed?
No. LinkedIn’s stated User Agreement prohibits scraping or copying its services; public visibility does not establish permission.
Which option publishes the clearest LinkedIn job-listing fields and record pricing?
Bright Data’s Jobs Scraper API page lists job-specific inputs, fields, output formats, and record-based prices; confirm current details with the provider.
Quick Recap
Best Value
- SAVES YOU TIME - Instead of getting a blank journal and trying to figure out how to set it up, New Job Notebook comes pre-designed with all the basic information you need to keep track of important information, tasks and goals related to your new job. Blank journals and notepads can get disorganized pretty quickly. This notebook provides designated sections and a table of contents that make it easy to refer back to.
- STRUCTURED & ORGANIZED - This 185 page journal allows you to write down information at your own pace in a structured way. Comes with over 90 pages of guided & reflective prompts to help guide you in your first days, weeks and months in your new role as well as 70+ blank pages for additional notes! Extra features include an area to build your own glossary of your Company's Terminology & Acronyms, and a colored page edge index which highlights the different sections of your notebook.
- DEVELOPED WITH EXPERIENCE - Skillfully designed by a Learning & Development Professional with over 20 years of company onboarding experience. Jessica Rivera has helped welcome (onboarded) thousands of new employees across multiple industries during her career - from hospitals to fintech and even with Disney Cruise Line! She developed this tool to help provide the guidance, structure and organization you need when starting a new job. Perfect for remote, hybrid, or office professionals!
- HIGH QUALITY NOTEBOOK - This A5 size journal has a grey faux leather hardcover and is easy to carry around. It fits conveniently in your laptop bag or backpack. Features no bleed 120gsm paper, elastic band, one bookmark ribbon, full colored dot grid pages (that are numbered) and a lay flat design (sewn binding).
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
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