DATA_LAB: VERIFIED

Accelerate Your
Scientific Outreach.

From Biotech startups to University labs. We filter out pseudoscience and general news to deliver verified scientific entities.

20 Scientific Verticals

Segmented by discipline and function.

Research Labs

Private and public laboratories conducting R&D.

Biotech Firms

Companies using biological systems to develop products.

Equipment Suppliers

Manufacturers of microscopes, centrifuges, and lab tech.

Physics Institutes

Centers studying matter, energy, and quantum mechanics.

Academic Journals

Publishers of peer-reviewed scientific literature.

Pharma R&D

Drug discovery units within pharmaceutical companies.

Aerospace Labs

Entities focused on space exploration and aeronautics.

Botany & Agri

Research centers for plant science and sustainable farming.

Environmental Sci

Organizations studying climate change and ecology.

Chemical Suppliers

Distributors of reagents and industrial chemicals.

Neuroscience

Institutes dedicated to the study of the nervous system.

Data Science

Firms specializing in big data analysis and algorithms.

Robotics Labs

Developers of automated systems and artificial intelligence.

Marine Biology

Centers for oceanography and aquatic life research.

Paleontology

Museums and groups studying fossil records.

Observatories

Facilities for astronomical observation and research.

Clinical Trials

Organizations managing medical testing on human subjects.

Grant Writers

Consultants helping scientists secure funding.

Patent Services

Legal firms specializing in scientific intellectual property.

Cryogenics

Facilities for low-temperature preservation and research.

Market Analysis: The R&D Renaissance & Lab Tech Evolution

The scientific and research sector is currently undergoing an "Instrumentation Revolution." As the complexity of biological and physical data increases, the demand for high-throughput screening, automated liquid handling, and AI-driven data analysis has moved from the fringe to the mainstream. Modern research labs, whether in academia or private biotech, now function as mini-manufacturing centers for high-value data, requiring a sophisticated stack of software and hardware.

For B2B marketers, the science vertical offers a unique combination of high deal values and long-term recurring revenue. A single mass spectrometer or confocal microscope represents a significant capital expenditure, followed by years of service contracts and reagent sales. However, the buying cycle is intensely technical. Decisions are led by Principal Investigators (PIs) and Lab Managers who prioritize technical specs and reproducibility over marketing fluff.

Our database segments the "Research Centers" from the "Pure-Play Biotech" and "Academic Departments." We identify high-growth segments like "SynBio" (Synthetic Biology) and "Quantum Computing Labs" that are actively scaling their infrastructure. By targeting the technical leadership within these domains, your sales team can position your product as a catalyst for their next breakthrough.

Technographic Signals & Research Verification

We verify scientific entities by analyzing their digital and publication footprint:

  • LIMS & Workflow Detection: Presence of Lab Information Management Systems (e.g., LabVantage, Benchling) indicates a professional, transactional research operation.
  • Publication Citations: We cross-reference domains with scientific databases like PubMed and Google Scholar. Domains cited in peer-reviewed literature are verified as "Active Research Units."
  • Grant Funding Data: We scan for NIH, NSF, and Horizon Europe grant IDs on domain pages to identify well-funded research projects.

ABM Strategy for Scientific Vendors

Account-Based Marketing (ABM) in the science sector requires a "Publication-First" approach. PIs and researchers are motivated by their legacy and their next big grant. Your outreach must be data-driven and technically sound.

1. The "Protocol-Led" Outreach: Instead of selling a "tool," sell a "method." "I saw your recent paper on CRISPR-Cas9 delivery. Most labs running that protocol face bottleneck X. Here is how our automated system reduces that prep time by 40%." Use our data to find the specific PIs associated with high-value research themes.

2. Targeting Grant Winners: The moment a lab wins a major grant, they have a "spend it or lose it" budget for capital equipment. Use our real-time updates to target labs that have just received fresh funding. This is the optimal time to pitch infrastructure and high-ticket instrumentation.

3. The "Service & Supply" Wedge: If you are selling consumables (reagents, pipettes), use our technographic data to find the instrumentation already in the lab. "I see you're using Microscope Brand X; our proprietary slides are optimized specifically for that objective lens."

Compliance, Ethics & Data Security

Scientific data is among the most regulated in the world. Whether it's clinical trial data or intellectual property, security is non-negotiable. Our lists focus on entities that maintain professional standards.

We verify HIPAA, GDPR, and GLP (Good Laboratory Practice) signals across our scientific domains. This ensures that your outreach is targeted at organizations that understand the gravity of data security. All contact information is derived from public professional registries, grant disclosures, and university directories, ensuring full compliance with international B2B marketing standards.

Frequently Asked Questions

How do you distinguish between an Academic Lab and a Commercial Lab?
We analyze the TLD (.edu vs .com) and the "Grants" vs "Pricing" pages. Academic labs focus on peer-reviewed research and educational missions, while commercial labs offer "Contract Research" (CRO) services with defined price lists.
Do you include "Citizen Science" or hobbyist groups?
No. Our high-value ICP lists are filtered for "Professional Research Intent." Domains must show evidence of institutional affiliation, published research, or active commercial service offerings.
Can I target labs based on their specific research focus (e.g. CRISPR)?
Yes. Our AI performs deep content analysis on "Research Summaries" and "Abstracts" to categorize domains into over 100 scientific sub-niches, from "Regenerative Medicine" to "Materials Science."
Is this data useful for recruiters?
Extremely. Talent acquisition teams use our data to find "Research Labs" and "Biotech Firms" that are scaling, identifying the PIs and Lead Scientists who are the key influencers in their fields.
How often is the grant funding data updated?
Funding cycles are generally annual or quarterly. We update our "Funded Status" tags every 90 days to capture the latest grant recipients and spending windows.

Scientific Industry Data Dictionary

LIMS
Laboratory Information Management System. Software used to manage samples, lab users, instruments, and other laboratory functions.
Principal Investigator (PI)
The lead scientist or engineer for a particular well-defined project, such as a laboratory study or a clinical trial.
Contract Research Organization (CRO)
A company that provides support to the pharmaceutical, biotechnology, and medical device industries in the form of research services outsourced on a contract basis.
In-Vitro / In-Vivo
Technographic terms distinguishing research performed in a test tube (In-Vitro) from that performed in a living organism (In-Vivo).
GLP / GMP
Good Laboratory Practice / Good Manufacturing Practice. International quality standards for the conduct of non-clinical and clinical trials.

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