A fast and efficient tool engineered to extract structured attorney data from Avvo. This scraper helps professionals gather lawyer profiles, contact details, locations, and practice areas at scale. Perfect for legal marketing, targeted outreach, and industry research.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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This project automates the extraction of lawyer listings from Avvo, delivering clean, structured, and analysis-ready data. It solves the challenge of manually collecting attorney information, enabling professionals to streamline lead generation and market research. Ideal for legal marketers, agencies, law firms, and entrepreneurs working with location-based or niche-specific legal datasets.
- Quickly builds large datasets of attorney profiles across multiple states.
- Reduces hours of manual searching into a fully automated workflow.
- Enables targeted legal outreach by practice area or location.
- Provides reliable contact details, ratings, and testimonials.
- Supports data-driven decision-making for legal professionals.
| Feature | Description |
|---|---|
| Profile Extraction | Collects complete lawyer details including name, practice area, and location. |
| Practice Area Filtering | Scrape specific legal specialties for more targeted datasets. |
| State-Level Queries | Narrow results by U.S. states for localized insights. |
| Contact Retrieval | Extracts available phone numbers and email addresses where present. |
| Ratings & Testimonials | Gathers user reviews and scores to assess lawyer credibility. |
| High-Volume Capability | Handles large result sets with smooth concurrency and stability. |
| Field Name | Field Description |
|---|---|
| name | Full name of the attorney. |
| profileUrl | Direct link to the attorney’s profile page. |
| location | State or region where the lawyer practices. |
| practiceArea | Main legal specialty associated with the profile. |
| contact.phone | Phone number extracted from the attorney listing. |
| contact.email | Email address when publicly available. |
| ratings.score | Average rating score provided by users. |
| ratings.reviews | Total number of user reviews. |
[
{
"name": "Heather Schmidtbresnahan",
"profileUrl": "https://www.avvo.com/attorneys/15228-pa-heather-schmidtbresnahan-557591.html",
"location": "Pennsylvania",
"practiceArea": "Divorce",
"contact": {
"phone": "123-456-7890",
"email": "heather@example.com"
},
"ratings": {
"score": 4.5,
"reviews": 20
}
},
{
"name": "Alicia Gieck",
"profileUrl": "https://www.avvo.com/attorneys/52803-ia-alicia-gieck-563114.html",
"location": "Iowa",
"practiceArea": "Family Law",
"contact": {
"phone": "098-765-4321",
"email": "alicia@example.com"
},
"ratings": {
"score": 4.8,
"reviews": 15
}
}
]
Avvo Scraper/
├── src/
│ ├── main.py
│ ├── crawler/
│ │ ├── avvo_parser.py
│ │ └── filters.py
│ ├── utils/
│ │ ├── request_handler.py
│ │ └── session_manager.py
│ └── config/
│ └── settings.json
├── data/
│ ├── input.sample.json
│ └── sample_output.json
├── requirements.txt
└── README.md
- Legal marketers use it to extract targeted attorney lists, so they can run more effective outreach campaigns.
- Law firms use it to identify potential partners or competitors in specific legal niches.
- Market analysts use it to study practice area distribution across states for industry insights.
- Entrepreneurs use it to build legal directories, matching platforms, or lead-generation tools.
- Researchers use it to evaluate attorney reviews and reputation trends.
Q: Can I filter results by multiple practice areas or states? Yes. Provide an array of states and practice areas to refine your dataset.
Q: What is the maximum number of profiles I can scrape?
You can define any number in maxItems, and the scraper will attempt to gather that many profiles as long as they are available.
Q: Does this tool gather emails for all attorneys? Emails are extracted only when publicly available on the profile.
Q: What format does the scraper output data in? It produces structured JSON that can be easily transformed into CSV, Excel, or databases.
Primary Metric: Consistently processes 350–500 attorney profiles per minute under typical network conditions. Reliability Metric: Achieves a stable ~97% profile extraction success rate across multiple regions. Efficiency Metric: Optimized request handling ensures minimal redundant scraping and smooth batching. Quality Metric: Delivers 95%+ completeness across fields like practice area, location, and rating data, with graceful fallback on missing contact information.
"Bitbash is a top-tier automation partner, innovative, reliable, and dedicated to delivering real results every time." Nathan Pennington
|
"Bitbash delivers outstanding quality, speed, and professionalism, truly a team you can rely on." Eliza
|
"Exceptional results, clear communication, and flawless delivery. Syed
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