Scientific Lead Generation for Life Science Sales Teams

Ask One Question. Find Better Scientific Leads.

Broad contact lists create noise. Manual research is slow, and generic AI answers are difficult to validate, replicate and activate. PubGrade Research Analytics helps life science sales teams and startups identify scientists, labs, institutions, pharma and biotech specialists, and industry accounts based on real scientific activity. Visible evidence shows why each lead fits, helping teams build precise segments and reach out with relevant context.

Every lead should come with a reason.
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Ask One Question. Find Better Scientific Leads.

Find the Right People and Accounts—and Know Why They Fit

Scientific lead generation should go beyond job titles and company names. PubGrade helps teams identify prospects based on what people and organizations are researching, using, funding, presenting, citing or testing.

Search across academic and industry activity, then inspect the publications, grants, clinical trials, conference presentations, product mentions and other records that explain why each result is relevant.
Scientists, experts and KOL networks Scientists, experts and KOL networks

Scientists, experts and KOL networks

Find established experts, rising researchers, key opinion leaders, their co-authors, collaborators, speakers and other specialists in your target area.
Labs and institutions Labs and institutions

Labs and institutions

Identify active research groups, universities, hospitals and institutes based on their scientific activity, funding, methods and product use.
Pharma, biotech and industry contacts Pharma, biotech and industry contacts

Pharma, biotech and industry contacts

Find relevant specialists inside pharma, biotech, CROs, CDMOs and corporate R&D—not only academic researchers.
Product and timing signals Product and timing signals

Product and timing signals

Identify people and accounts connected to competitor products, legacy technologies, product citations, new funding or growing activity in your market.

Use Scientific Signals for Real Commercial Priorities

Common use cases

  • Product launches: Find early adopters, evaluators and likely first customers.
  • Startup outreach: Build focused lists for customer discovery, pilots, partnerships and LOI conversations.
  • Competitor-user discovery: Identify researchers and accounts using competitor or older technologies.
  • Funded-lab discovery: Find newly funded groups and active accounts in target territories.
  • KOL and network expansion: Discover KOLs, co-authors and relevant specialists for outreach and deliberate LinkedIn network growth.
  • Territory planning: Build account and field-sales lists around specific regions, cities or travel plans.

Because every result remains connected to visible evidence, teams can evaluate scientific and commercial fit before adding a lead to an outreach list.
Example Scientific Lead Generation Workflow

From One Question to a Precise Spatial Biology Lead Segment

Start with a broad scientific question. Then use AI, visible search logic, evidence and tags to narrow the results into commercially relevant people and accounts.

From AI-assisted search to an evidence-backed lead segment

  • Avoid the hassle, ask AI: Let them build Query & Filters 
    “Find researchers in the United States and South Korea who have used spatial biology platforms in the last 12 months.”

    PubGrade translates the question into a structured search and treats geography and timeframe as filters rather than mixing them into the scientific query.
     
  • Inspect and Refine the Search
    Review the generated query, included terminology and platform perspectives. In this example, the search covers spatial biology methods and platforms including:

    • Visium
    • GeoMx DSP
    • CosMx SMI
    • MERFISH and seqFISH
    • IMC and CODEX

      Preview the result count, adjust timespan, geography or organization filters, and submit your query.
       
  • Review the Supporting Evidence by looking at Results
    Inspect the articles and other records explaining why each result matches. This lets users verify the fit before qualifying a person or organization as a lead.
     
  • Initial check for Organisations and Experts mentioned
    Do you spot known KOLs and leading Organisations?
     
  • Add additional Perspectives That Define Fit
    Use AI Chat to create additional tags around the scientific applications that matter to your product or campaign.

    “Add tags for tumor microenvironment, cell–cell interactions, predictive biomarkers, and common immune-checkpoint and T-cell-exhaustion markers.”
    These tags let teams evaluate the same results from several perspectives without rebuilding the underlying search.

    "I want to look at companies only, not academia"
    Focus on specific Organisation types only
     
  • Compare Organisations & Experts, Save your Segment, Export and Activate
    Save the workflow, monitor new matches and export the resulting segment for email outreach, LinkedIn prospecting, CRM enrichment or field-sales planning.
     

Find the scientific signal. Verify why each lead fits. Tag and segment the results for more relevant outreach.

Turn Precise Segments Into Outreach-Ready Lists

Export each segment with the available scientific and organizational context. This helps sales, marketing and business-development teams prepare outreach around why the person was selected—not simply their job title or employer.
Email outreach Email outreach

Email outreach

Create evidence-backed lists for focused campaigns and personalized follow-up.
LinkedIn prospecting LinkedIn prospecting

LinkedIn prospecting

Identify relevant people, expand your network deliberately and inform future messages and content engagement.
Webinar invitations Webinar invitations

Webinar invitations

Find prospective attendees, speakers and panelists based on relevant scientific activity.
Field-sales lists Field-sales lists

Field-sales lists

Build segments around territories, cities, accounts, conferences and rep travel.
CRM enrichment CRM enrichment

CRM enrichment

Add scientific signals, organizational context and qualification tags to existing contacts and accounts.
Ongoing monitoring Ongoing monitoring

Ongoing monitoring

Save the qualification logic and receive alerts when new signals come in.

Precise Lead Segments: How It Works

Start with one question. Use AI to expand the scientific language, structured controls to refine the scope, and evidence-linked tags to qualify and segment the results.

 

Enter your question in AI Chat. PubGrade translates it into a structured search and suggests relevant synonyms, related methods, competitor products, product variants and alternative terminology.

Review and edit the suggestions to define the scientific signals that matter.

Apply Boolean logic and filters for time, geography, source, organization type and person-level attributes.

Use AI to create reusable filter and tag groups for:

  • Competitors and product families
  • Techniques and applications
  • Targets and gene lists
  • Disease areas

When relevant, upload a gene list and use AI to identify related terms and pathways.

Review the matched records, people and organizations. Inspect the publication, grant, clinical trial, conference presentation, product mention or highlighted passage that explains each match.

This helps verify both scientific fit and commercial relevance.

Use tags and entity views to compare experts and accounts by:

  • Scientific fit
  • Platform or product use
  • Competitor relevance
  • Seniority
  • Geography
  • Organization type

Build focused segments such as competitor users, early adopters, funded labs, pharma specialists or KOL networks.

Save the exact search logic, filters and tags for reuse. Share the workflow with your team, set daily, weekly or monthly alerts, and rerun it to review only new matches.

Export segments with supporting scientific and account context for email outreach, LinkedIn prospecting, CRM enrichment, webinar invitations or field-sales planning.

Start with one question. Refine the fit. Keep the evidence.

A relevant reason for contacting

The Evidence Changes the Conversation

A precise lead list does more than identify whom to contact. It gives your team a relevant reason for contacting them.

Instead of sending one generic message to an undifferentiated list, teams can use evidence and tags to personalize the message and create focused segments around each prospect’s research, funding, technology use or recent activity.

Evidence-to-outreach examples

  • Recent use of a competitor product > Competitor user > Introduce a relevant alternative or replacement workflow
  • New grant in the target field > Newly funded lab > Contact the team while project requirements may still be developing
  • Upcoming conference presentation > Conference prospect > Reference the presentation when requesting a meeting
  • Repeated work in a target application > Potential early adopters > Explain how your product relates to their existing research
  • Co-authorship with a known KOL > KOL network > Build a focused expert, partnership or LinkedIn outreach segment

Granular search improves the list. Evidence provides the reason. Tagging turns both into actionable segments.

Bring us your product, competitor set or target audience. We’ll show you how PubGrade can turn scientific activity into precise, outreach-ready lead segments.
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Granular search improves the list. Evidence provides the reason. Tagging turns both into actionable segments.

Generic AI gives you an answer. PubGrade gives you structured results, visible evidence and a workflow your team can rerun.

Bring Us Your Product, Market or Target Audience

Tell us what you sell, who you need to reach, which competitors matter and where your team is active. We’ll show you how to turn scientific activity into precise, evidence-backed lead segments your team can refine, monitor and activate.
Schedule A Call To Learn More Schedule A Call

We are using Calendly as a service provider to manage scheduling of call slots directly through our website. By clicking the button below to proceed, you acknowledge your consent to embed their functionality into our website. Alternatively, please visit our Contact Form or review our Privacy Policy first.

 Proceed using Calendly https://calendly.com/pubgrade?hide_event_type_details=1&primary_color=00692f

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Frequently Asked Questions

Scientific lead generation identifies potential customers, partners and experts based on research activity, methods, products, grants, clinical trials and conference participation—not only job titles or company categories.

Life science market and competitive intelligence uses scientific, funding, clinical, patent and corporate evidence to understand how technologies, organizations and markets are developing. PubGrade helps teams search these signals, analyze change and monitor relevant activity over time.

Yes. Searches can include competitor products, legacy versions, related methods and alternative terminology. Teams can inspect the supporting evidence and use tags to create focused competitor-user segments.

These tools can help retrieve, summarize or explore information. PubGrade combines standardized cross-source data with editable search logic, structured results, organization mapping, visible evidence, tagging, saved workflows, alerts and exportable outputs.

Yes. Teams can tag people, organizations and supporting documents by scientific fit, product or application fit, competitor relevance, geography, etc.

Searches can be saved and replicated, alerts can monitor new activity, and selected results can support:

  • Email outreach
  • LinkedIn prospecting
  • CRM enrichment
  • Webinar invitations
  • Field-sales planning
  • Internal sales and marketing workflows

Use of personal data for outreach is subject to applicable privacy, data-protection, and electronic-marketing laws. PubGrade does not represent that individuals have opted in to every form of outreach. Customers are responsible for determining the appropriate legal basis and requirements for their activities, including transparency, objections, suppression and unsubscribe requests.