We extract company profiles, technographics, funding rounds, and social intelligence from Clearbit. 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 Profile objects from clearbit.com. All fields typed and schema-versioned.
"domain": "stripe.com", "company_name": "Stripe", "description": "Financial infrastructure platform for the internet.", "industry": "Financial Services", "founded_year": 2010, "location": "San Francisco, CA"
| # | domain | company_name | legal_name | description | tags | industry |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Firmographics objects from clearbit.com. All fields typed and schema-versioned.
"domain": "stripe.com", "employee_range": "5000-10000", "revenue_range": "$1B-$10B", "public_ticker": "None", "naics_code": "522320", "sic_code": "7389"
| # | domain | employee_count | employee_range | estimated_annual_revenue | revenue_range | fiscal_year_end |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Technographics objects from clearbit.com. All fields typed and schema-versioned.
"domain": "stripe.com", "tech_category": "Analytics", "technology_name": "Google Analytics", "first_detected": "2015-04-12", "active_status": true, "provider": "Google"
| # | domain | tech_category | technology_name | first_detected | last_detected | provider |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Social & Web objects from clearbit.com. All fields typed and schema-versioned.
"domain": "stripe.com", "linkedin_url": "linkedin.com/company/stripe", "twitter_handle": "stripe", "crunchbase_url": "crunchbase.com/organization/stripe", "alexa_rank": 1423, "phone_number": "+1-888-902-3340"
| # | domain | linkedin_url | twitter_handle | facebook_url | crunchbase_url | alexa_rank |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Funding Data objects from clearbit.com. All fields typed and schema-versioned.
"domain": "stripe.com", "total_funding_usd": 8700000000, "latest_funding_date": "2023-03-15", "latest_funding_stage": "Series I", "investor_names": "['Sequoia Capital', 'Andreessen Horowitz']", "acquisition_status": "Private"
| # | domain | total_funding_usd | latest_funding_date | latest_funding_amount | latest_funding_stage | investor_names |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Clearbit scraper targets domain-level firmographics, technology stacks, and social identifiers — handling rate limits, bot detection, and pagination automatically.
Capture revenue ranges, employee counts, NAICS codes, and founding dates for B2B segmentation.
Extract active technology stacks, SaaS integrations, and hosting providers associated with the domain.
Scrape linked Twitter, LinkedIn, Facebook, and Crunchbase profiles for cross-platform enrichment.
Map HQ addresses, timezones, and geographic coordinates for territory planning.
Track public tickers, estimated revenue brackets, and recent funding rounds.
Resolve company names to canonical domains and extract primary web presence metrics.
Distributed crawling architecture handles Clearbit's strict request throttling without IP bans.
Only emit records when a company's tech stack, employee count, or funding status changes.
Push structured JSON or Parquet directly into BigQuery, Snowflake, or S3.
Brief in. Clean data out.
Provide target domains, industry segments, or company names. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for clearbit.com.
Schema validation, null-rate checks, and technographic coverage analysis before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Clearbit protects its data graph aggressively. Here is how our infrastructure maintains constant throughput.
Clearbit blocks datacentre IPs instantly. We route requests through high-reputation residential ISP proxies.
We distribute requests across thousands of sessions to stay below threshold triggers and avoid 429 responses.
Our HTTP clients mimic legitimate browser fingerprints, matching expected JA3/JA4 hashes to bypass WAF rules.
We hash firmographic states and only push updates when a company's data changes, reducing warehouse compute.
Clearbit updates its response structures. We use fallback JSON path extraction to prevent pipeline breaks.
RevOps teams enrich inbound leads with firmographics to route high-value prospects to enterprise sales.
Strategy teams map total addressable market by extracting companies within specific revenue and NAICS brackets.
Product marketers track which companies are dropping or adopting competitor technology stacks.
VC and PE firms monitor employee growth rates and funding stages to identify breakout startups.
Marketing teams build hyper-targeted account lists based on exact technographic profiles.
Second-party data providers use our pipelines to update their internal company graphs.
"Clearbit holds the definitive B2B data graph, but mapping millions of domains requires infrastructure that can handle aggressive rate limiting and fingerprinting."
Extracting firmographics at scale means managing thousands of residential proxies, handling complex JSON schema variations, and maintaining state across millions of domains. DataFlirt absorbs this operational overhead. We deliver clean, normalised company records directly to your warehouse so your data engineers can focus on modelling, not scraping.
Everything supported by our clearbit.com 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 orchestrates high-concurrency requests across millions of target domains, managed by Airflow.
Requests route through ISP-grade residential proxies to bypass IP bans and rate limits.
Pipelines run on AWS ECS. State and deduplication hashes reside in managed PostgreSQL and Redis.
Data delivered to where your team already works — no new tooling required.
About clearbit.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly accessible company data is generally permissible. We target public firmographics and technographics, not private contact information. Clients must review Terms of Service.
We distribute requests across a massive pool of residential IPs, ensuring no single IP exceeds threshold limits.
Yes. You can supply an S3 bucket or CSV of domains, and we will configure the pipeline to target only those entities.
No. We extract domain-level firmographics and technographics. Individual PII and contact data requires an authenticated Clearbit API subscription.
We scrape the latest state presented by the platform. You can configure pipelines to run weekly or monthly to track technology adoption curves.
Our extraction logic uses fallback JSON paths. If a structural change causes null-rate spikes, our monitoring alerts us and we patch the selectors.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need to enrich 10,000 domains or map millions of company profiles — we scope, build, and operate the pipeline. Tell us what you need.
