We extract software development agencies, marketing firms, and B2B service providers from GoodFirms. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Company Profiles objects from goodfirms.co. All fields typed and schema-versioned.
"company_id": "GF-98234", "company_name": "TechNova Solutions", "founded_year": 2014, "employee_count": "50-249", "hourly_rate": "$25 - $49/hr", "min_project_size": "$10,000+", "total_reviews": 42, "avg_rating": 4.9
| # | company_id | company_name | website_url | founded_year | employee_count | hourly_rate |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Service Focus objects from goodfirms.co. All fields typed and schema-versioned.
"company_id": "GF-98234", "primary_service": "Custom Software Development", "service_percentage": 40, "industry_focus": "['FinTech', 'Healthcare']", "client_focus": "['Midmarket', 'Enterprise']", "framework_focus": "['React Native', 'NodeJS']", "language_focus": "['Python', 'TypeScript']"
| # | company_id | primary_service | service_percentage | industry_focus | client_focus | framework_focus |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Verified Reviews objects from goodfirms.co. All fields typed and schema-versioned.
"review_id": "REV-55421", "company_id": "GF-98234", "reviewer_title": "CTO", "project_cost": "$50,000 - $99,999", "rating_overall": 5.0, "rating_quality": 5.0, "rating_schedule": 4.8, "date": "2025-11-14"
| # | review_id | company_id | reviewer_name | reviewer_title | reviewer_company | project_name |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Portfolio & Clients objects from goodfirms.co. All fields typed and schema-versioned.
"company_id": "GF-98234", "client_name": "FinServe Inc", "project_title": "Mobile Banking App Redesign", "industry": "Financial Services", "tech_used": "['Flutter', 'Firebase']", "project_description": "Complete UI overhaul and backend migration.", "completion_date": "2024-08-01"
| # | company_id | client_name | project_title | project_url | industry | tech_used |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search Rankings objects from goodfirms.co. All fields typed and schema-versioned.
"keyword": "top web development companies", "category": "Web Development", "location": "United States", "rank_position": 14, "company_name": "TechNova Solutions", "sponsored_badge": false, "scraped_at": "2026-02-14T08:12:00Z"
| # | keyword | category | location | rank_position | company_id | company_name |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our GoodFirms scraper handles dynamic directory pagination, complex service focus charts, and review text expansion. We deliver clean, structured agency data ready for your CRM or analytics warehouse.
Extract name, description, website, founding year, and employee count from thousands of agency profiles.
Capture hourly rates and minimum project size indicators to qualify leads instantly.
Extract percentage allocations for specific services like web development versus mobile development.
Pull full review text, project cost brackets, and granular ratings for schedule and quality.
Identify exact programming languages and CMS platforms listed by agencies.
Extract HQ and satellite office addresses for regional targeting and territory mapping.
Scrape listed past clients and project descriptions to understand agency capabilities.
Track rank positions across GoodFirms category pages to monitor competitor visibility.
Run continuous pipelines to detect new agencies or recent reviews on an automated cadence.
Brief in. Clean data out.
Provide target categories, locations, or specific company URLs. We configure the extraction parameters.
We configure Scrapy crawlers, proxy rotation, and CAPTCHA handling for goodfirms.co.
Schema validation, null-rate checks, and sample data exports before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket or Snowflake stage on agreed cadence.
Extracting structured data from B2B directories requires parsing complex visual elements and bypassing rate limits. We manage the infrastructure so you only deal with clean data.
Directory sites deploy rate limits and Cloudflare challenges. We use residential ISP proxies with realistic browser fingerprints to maintain high-throughput extraction without blocks.
GoodFirms categories contain thousands of results. Our crawlers handle infinite scroll and complex pagination to ensure zero dropped records across deep category trees.
Long client reviews are often truncated. We execute JavaScript to trigger 'Read More' buttons, capturing the complete review text and granular rating breakdowns.
Service focus and tech stack data is often presented as visual charts. We parse the underlying DOM to extract exact percentage allocations and normalise string-based rates into queryable numeric ranges.
Every run emits structured logs to our observability stack. We alert on schema drift or coverage drops, ensuring your downstream lead generation workflows never break.
Outbound sales teams target agencies based on tech stack, location, and employee count.
Agencies track competitor pricing, service focus allocations, and client reviews.
Private equity firms screen potential acquisition targets using growth indicators and client satisfaction metrics.
Analysts quantify the adoption of specific frameworks and CMS platforms across IT service providers.
SaaS companies identify implementation partners by filtering agencies with specific tech expertise.
Reputation management platforms syndicate GoodFirms ratings into unified dashboards.
"GoodFirms holds the most granular service allocation and pricing data for B2B IT agencies globally. You just need the infrastructure to extract it."
Extracting B2B directories at scale requires bypassing sophisticated rate limits and standardising highly unstructured text fields. DataFlirt handles the proxy rotation, pagination, and data cleaning so your sales and research teams get structured, ready-to-query records.
Everything supported by our goodfirms.co scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration and deduplication. Playwright handles JavaScript rendering for dynamic charts and review expansion.
We maintain pools of residential ISP proxies to bypass directory rate limits. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting.
Data delivered to where your team already works — no new tooling required.
About goodfirms.co scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from GoodFirms is generally permissible under applicable law, reinforced by the hiQ v. LinkedIn ruling. DataFlirt targets only public, non-authenticated company profiles and reviews. We do not extract personal data behind authentication walls.
We use residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour to bypass blocks and CAPTCHAs.
Yes. We parse the underlying DOM elements of the visual charts on agency profiles to extract the exact percentage allocations for services, industries, and frameworks.
We can configure pipelines to run daily, weekly, or monthly depending on your requirements and the size of the target categories.
Yes. We capture rank position, sponsored badges, and applied filter parameters across all GoodFirms category leaderboards.
Yes. We extract and normalise the project size, hourly rate, and granular rating fields from every verified client review.
Yes. We provide a sample run of up to 500 company profiles so you can validate the schema and data quality before committing.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off export of top marketing agencies or continuous tracking of IT service providers, we build and operate the pipeline. Tell us what you need.
