SYSTEM all green source zoominfo.com queue 112,491 profiles p99 latency 318ms dataflirt.com · scraper/zoominfo-com
RUN / 114 active pipelines / zoominfo.com live

Zoominfo data,
at warehouse scale.

We extract company hierarchies, employee directories, firmographics, and public technographics from Zoominfo. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Companies extracted
142K /day
Employee records
1.8M /24h
Directory pages
415K /run
Active pipelines
114
Uptime
99.94%
Data Dictionary

Every field we extract from zoominfo.com

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 zoominfo.com. All fields typed and schema-versioned.

company_idcompany_nameindustryrevenue_rangeemployee_counthq_addresswebsitefounded_yeardescriptionsocial_linksprofile_url
company_profiles
● 200 OK
"company_id": "c-1049284",
"company_name": "Acme Corporation",
"industry": "Enterprise Software",
"revenue_range": "$50M to $100M",
"employee_count": 450,
"founded_year": 2012,
"hq_address": "San Francisco, California"
# company_idcompany_nameindustryrevenue_rangeemployee_counthq_address
1
2
3

Complete list of extractable fields for Employee Records objects from zoominfo.com. All fields typed and schema-versioned.

profile_idfull_namejob_titledepartmentcompany_namelocationpublic_linkedinpast_rolesprofile_url
employee_records
● 200 OK
"profile_id": "p-9948271",
"full_name": "Jane Doe",
"job_title": "VP of Engineering",
"department": "Engineering",
"company_name": "Acme Corporation",
"location": "Seattle, Washington",
"public_linkedin": "linkedin.com/in/janedoe"
# profile_idfull_namejob_titledepartmentcompany_namelocation
1
2
3

Complete list of extractable fields for Technographics objects from zoominfo.com. All fields typed and schema-versioned.

company_idtechnology_namecategoryvendorfirst_detectedlast_detectedusage_statusdeployment_type
technographics
● 200 OK
"company_id": "c-1049284",
"technology_name": "Datadog",
"category": "Infrastructure Monitoring",
"vendor": "Datadog Inc.",
"usage_status": "Active",
"last_detected": "2026-08-14"
# company_idtechnology_namecategoryvendorfirst_detectedlast_detected
1
2
3

Complete list of extractable fields for Competitor Matrix objects from zoominfo.com. All fields typed and schema-versioned.

company_namecompetitor_namecompetitor_urlsimilarity_scorecommon_industryoverlapping_techrevenue_comparisonheadcount_comparison
competitor_matrix
● 200 OK
"company_name": "Acme Corporation",
"competitor_name": "Globex Inc",
"similarity_score": 88,
"common_industry": "Enterprise Software",
"revenue_comparison": "Lower",
"headcount_comparison": "Similar"
# company_namecompetitor_namecompetitor_urlsimilarity_scorecommon_industryoverlapping_tech
1
2
3

Complete list of extractable fields for Directory Index objects from zoominfo.com. All fields typed and schema-versioned.

directory_urlletter_grouppagination_indextotal_profilesscraped_atstatus_codeprofile_urlsextraction_id
directory_index
● 200 OK
"directory_url": "zoominfo.com/companies/a/1",
"letter_group": "A",
"pagination_index": 1,
"total_profiles": 50,
"status_code": 200,
"scraped_at": "2026-08-14T10:22:15Z"
# directory_urlletter_grouppagination_indextotal_profilesscraped_atstatus_code
1
2
3

Capabilities

B2B intelligence extracted at scale

Our Zoominfo pipeline navigates complex directory structures, bypasses aggressive bot mitigation, and normalises company data into relational tables ready for your warehouse.

Firmographic Extraction

Capture company names, revenue estimates, employee headcount, HQ addresses, and founding years across millions of public profiles.

Employee Roster Mapping

Extract public employee lists including names, job titles, departments, and geographic locations linked to specific companies.

Public Technographics

Identify the software stacks and infrastructure tools used by target companies as listed on their public profiles.

Directory Traversal

Crawl the entire alphabetical company and professional directory structure to ensure comprehensive market coverage.

Bot Mitigation Bypass

Navigate strict rate limits and browser fingerprinting checks using residential proxy pools and Playwright execution.

Social Link Aggregation

Collect public social media handles, LinkedIn URLs, and corporate website links for automated CRM enrichment.

Competitor Identification

Extract suggested competitor lists and market alternatives to build comprehensive industry graphs.

Continuous Refresh

Schedule weekly or monthly pipeline runs to detect changes in headcount, revenue bands, or executive leadership.

Schema Normalisation

Transform unstructured HTML profiles into clean, typed JSON or Parquet records with consistent field formatting.

// engagement pipeline

From target list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target industries, company sizes, or specific directory paths. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy and Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for zoominfo.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and data normalisation tests before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

Navigating enterprise directory defences

Zoominfo aggressively protects its public directory data. Here is how we maintain pipeline stability.

pipeline-monitor · zoominfo.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Anti-bot layer
Residential proxies and fingerprinting

Directory sites use advanced bot detection. We route requests through residential ISP proxies and use custom browser profiles to mimic legitimate human traffic patterns.

Rate limiting
Distributed crawl orchestration

Aggressive scraping triggers immediate IP bans. We distribute requests across thousands of nodes, maintaining low concurrency per IP to stay under rate limit thresholds.

Pagination logic
Deep directory traversal

Public directories hide data behind complex pagination and alphabetical indexing. Our crawlers systematically map the entire site structure to ensure zero data loss.

Data standardisation
Cleaning unstructured text

Revenue and headcount figures often appear as unstructured text ranges. We parse and normalise these fields into structured numeric bands for immediate database insertion.

Pipeline monitoring
Automated schema validation

We monitor extraction success rates in real time. If a DOM change breaks a selector, our alerting stack flags the issue for immediate engineering review.

Applications

Who uses Zoominfo directory data

Teams across industries use zoominfo.com data to build competitive products and smarter operations.

01
CRM Enrichment

Sales operations teams append firmographic data and employee counts to sparse CRM records automatically.

02
Total Addressable Market Analysis

Strategy teams size markets by extracting all companies within specific revenue bands and industry categories.

03
Competitor Tracking

Product marketing teams monitor competitor headcount growth and executive leadership changes over time.

04
Machine Learning Training

Data science teams train classification models on vast datasets of company descriptions and industry tags.

05
Investment Due Diligence

Private equity firms track employee growth velocity and technographic adoption across target sectors.

06
Lead Generation

Marketing teams build targeted account lists based on specific geographic locations and technology stacks.

Why DataFlirt

"Zoominfo maintains the most comprehensive public directory of B2B relationships on the internet. Querying it requires bypassing enterprise grade bot protection."

Extracting B2B intelligence at scale requires continuous adaptation to strict rate limits and advanced browser fingerprinting. DataFlirt manages the proxy rotation, JavaScript execution, and schema maintenance. Your engineers get clean relational tables instead of HTTP 403 errors.

Technical Spec

Zoominfo scraper technical specifications

Everything supported by our zoominfo.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for dynamic directory loading
Supported
CAPTCHA bypass
Automated solver integration for challenge pages
Supported
Residential proxy rotation
ISP-grade residential IPs to prevent rate limiting
Supported
Company firmographics
Revenue, headcount, industry, and location data
Supported
Public employee rosters
Names, titles, and departments listed on public profiles
Supported
Technographic data
Software stack details visible on public company pages
Supported
Change detection
Hash-based diffs to track headcount or revenue changes
Supported
Direct mobile numbers
Requires authenticated access and credit consumption
Partial
Direct email addresses
Requires authenticated access and credit consumption
Partial
Infrastructure

Infrastructure powering the directory pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy and Playwright Stack

Scrapy handles crawl orchestration and deduplication. Playwright manages JavaScript execution and browser fingerprinting to bypass directory defences.

Residential Proxy Infrastructure

We route traffic through premium residential proxy pools, rotating IPs constantly to avoid triggering strict rate limiters and IP bans.

Cloud-Native Orchestration

Pipelines run on Kubernetes and AWS Lambda. Airflow manages scheduling and dependencies. All extraction state is stored securely in PostgreSQL.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested objects
CSV
Flat file with typed columns
XLS
Excel compatible format for business teams
Parquet
Columnar format for data warehouses
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record
API
REST endpoint for on-demand querying
BigQuery
Streamed directly into your dataset
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About zoominfo.com scraping, legality, and pipeline operations.

Ask us directly →
What data can you extract from Zoominfo?

We extract all data available on public-facing Zoominfo directory pages. This includes company firmographics, HQ locations, revenue estimates, headcount ranges, public technographics, and public employee rosters.

Can you scrape direct emails and mobile numbers?

No. Direct contact information is gated behind Zoominfo authentication and requires credit consumption. We only extract publicly accessible directory information that does not require a login.

How do you handle rate limits and bot detection?

We utilise large pools of residential ISP proxies, distribute requests across multiple nodes, and employ Playwright for realistic browser fingerprinting. This ensures consistent extraction without triggering blocklists.

How frequently can the data be updated?

We can schedule pipelines to run weekly, monthly, or quarterly depending on your requirements. Change detection logic ensures you only process updated records.

Is the output schema customisable?

Yes. We map the extracted directory data to your specific schema requirements, ensuring field names and data types match your internal database structure.

Do you provide historical data?

We extract current public directory states. Historical tracking begins from the moment your pipeline is commissioned, allowing you to build time-series data on headcount and revenue changes.

$ dataflirt scope --new-project --source=zoominfo.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a targeted industry extract or a continuous feed of company firmographics, we scope, build, and operate the pipeline. Tell us your requirements.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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