Law firms spend thousands of billable hours on research that could be automated. Whether you need to profile opposing counsel before trial, track competing firms' reputations, source qualified legal talent in a competitive market, or build comprehensive expert witness databases — OneScraper delivers clean, structured data from LinkedIn, Google Reviews, Indeed, and Glassdoor, automatically and on schedule. Your paralegals and associates can focus on legal work instead of manual data entry. From solo practices to AmLaw 100 firms, OneScraper gives your team a data advantage that used to require an entire research department.
Start Free — 100 Credits on SignupThree critical data sources that save your team hours of manual research every week.
LinkedIn is the world's most comprehensive professional database for legal professionals — over 90% of practicing attorneys have an active profile. OneScraper extracts full name, current title, current firm, location, years of experience, educational background, specializations, and LinkedIn URL for every attorney matching your search criteria. Filter by jurisdiction, practice area, law school, or firm size to narrow your research. This data is critical for pre-trial opposing counsel research, expert witness sourcing, lateral hire identification, and competitive intelligence on rival firms. Export directly to your case management system or CRM in CSV or JSON format — no reformatting required.
Your firm's online reputation directly influences client acquisition — 86% of clients read reviews before contacting a law firm for the first time. OneScraper monitors Google Reviews and Yelp for your firm and competitor firms daily, tracking average star rating, total review count, new review velocity, and sentiment trends. When a negative review appears, your team is the first to know — giving you time to respond professionally before it impacts prospective clients. Track how your reputation compares to 5-10 competitor firms in your market, and identify which practice areas receive the most positive and negative feedback. Use this insight to strengthen your marketing positioning and address service gaps proactively.
The legal talent market is highly competitive — top associates receive multiple offers within days of interviewing. OneScraper pulls salary benchmarks, job posting volumes, required qualifications, and hiring velocity data from Indeed and Glassdoor across any city or region. Know exactly what competing firms are offering before you make an offer. Track which practice areas are experiencing talent shortages in your market so you can get ahead of upcoming needs. Monitor when specific competitors post new positions — an early signal that you may be about to lose a team member. This intelligence lets your firm recruit proactively rather than reactively.
Point-and-click tools that pull exactly the data your firm needs. No developer required.
Research opposing counsel, build expert witness databases, and source lateral hire candidates at scale — up to 10,000 attorney profiles per run. Filter by practice area, jurisdiction, firm name, or law school to get precisely targeted results for any research task your firm faces.
View Tool →Monitor your firm's reputation and track competitor firms across Google and Yelp daily — catching new reviews the moment they appear so your team can respond before a negative review causes lasting damage to your client acquisition pipeline.
View Tool →Pull real-time salary benchmarks, posting volumes, and qualification requirements for attorney, paralegal, and legal staff roles in any market — so your firm makes data-backed offers and never loses top candidates to competitors offering more competitive packages.
View Tool →Real use cases that save time and sharpen your competitive edge.
Before any significant litigation, your team needs to understand who they're going up against. OneScraper lets you pull comprehensive LinkedIn profiles for every attorney at opposing counsel's firm — their experience level, past firms, educational background, professional network size, and any published articles or case summaries in their bio. Build a complete picture of opposing counsel's litigation style and experience before your first filing. In complex multi-party litigation, this research often covers dozens of attorneys — a task that previously required days of manual searching across bar association directories, firm websites, and LinkedIn. With OneScraper, run the entire research job in 20 minutes and receive a structured spreadsheet ready for your case file. Associates can then focus on legal analysis rather than directory hunting.
A single negative review left unanswered for 48 hours can cost a law firm 3-5 prospective client inquiries. OneScraper monitors Google Reviews and Yelp daily for your firm across all locations, alerting you immediately when new reviews appear — positive or negative. Track the reputation scores of 10 competitor firms over time to spot market opportunities — if a competitor firm's rating drops, their dissatisfied clients may be looking for alternatives. Generate weekly reputation reports for your managing partner showing trend lines across all platforms. Identify which practice areas and which office locations are generating the strongest client feedback. Use this data to replicate what's working and address what isn't, before small reputation issues become serious business problems.
Top-tier legal talent has options — your firm needs market intelligence to compete. OneScraper pulls current salary ranges, required experience levels, and hiring volumes from Indeed, Glassdoor, and ZipRecruiter for any attorney role, practice area, and city. Know before making an offer whether your compensation package is competitive or below market. Identify which firms are actively hiring in your practice areas — a signal to check whether your current team members are being recruited. Build a proactive talent pipeline by identifying qualified attorneys who are actively looking for new roles before the position officially opens. For lateral partner recruitment, track the LinkedIn activity and career trajectory of specific target candidates over time.
Below is a representative sample of the structured attorney data OneScraper delivers. Every row is a real attorney profile formatted for immediate import into your case management system, CRM, or Excel workbook. Your team gets clean, consistent data — no manual copy-paste, no formatting errors, no missing fields.
| Full Name | Job Title | Law Firm | Location | Practice Area | LinkedIn URL | Connections |
|---|---|---|---|---|---|---|
| James R. Mitchell | Senior Partner | Mitchell & Clarke LLP | New York, NY | Corporate Litigation | linkedin.com/in/jrmitchell | 500+ |
| Sandra L. Perez | Associate Attorney | Perez & Watson P.C. | Los Angeles, CA | Personal Injury | linkedin.com/in/sandralperez | 342 |
| David K. Okafor | Managing Partner | Okafor Legal Group | Chicago, IL | Intellectual Property | linkedin.com/in/dkokafor | 500+ |
Three simple steps to get the legal data your firm needs.
Log in to OneScraper and select your data source — LinkedIn Profile Scraper for attorney research, Google Reviews Scraper for reputation monitoring, or Indeed Job Scraper for talent market intelligence. Each tool is purpose-built and requires zero technical setup. New users are collecting data within 5 minutes of signing up.
Enter your search parameters — for LinkedIn, this means job title keywords (e.g. 'litigation attorney'), location (city, state, or country), firm name filters, or practice area keywords. For Google Reviews, enter the firm names or locations you want to monitor. For Indeed, specify the role title, location, and experience level. Set the number of records you need — from 100 to 10,000 per run.
OneScraper returns a clean, structured file — CSV or JSON — containing every field from your selected data source, properly formatted and deduplicated. Download immediately or connect to your existing tools via our API. Set up daily scheduled runs so fresh data arrives in your dashboard every morning without any manual action from your team.
We run OneScraper every morning before our attorneys start their day. Opposing counsel profiles, expert witness databases, competitor firm hiring activity — it all comes in automatically. We've cut research costs by over 60% and our associates are doing actual legal work instead of Googling attorney names all day. For any firm doing serious litigation or competitive intelligence, this is now an essential tool.
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