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NIH Grant Winners + Verified PI Emails (NSF & PubMed Join)

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🔗 [Entity-Pure Relational LEFT JOIN: NIH RePORTER × NSF Awards × Europe PMC Author Affiliations] 1 Row = 1 NIH Grant Lab enriched with that exact PI's cross-agency NSF funding ($), verified .edu email, phone, budget burn urgency, and inferred equipment spend tags.

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from $4.20 / 1,000 cross-joined enriched lead / records

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Olive LI

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NIH Grant Winners & Verified PI Email/Phone Intelligence Scraper (`nih-grant-winners-leads-scraper`)

1. Who Buys This Data & Why (Target B2B Buyers)

Life Science Reagent, Sequencing & Instrument Vendors (Illumina, Thermo Fisher, 10x Genomics, Bio-Rad, Revvity, Abcam, Twist Bioscience): Target Principal Investigators (PIs) who just received fresh NIH grant disbursements ($300K–$2.5M+) and have active budgets for NGS sequencing, antibodies, flow cytometry, and microscopy equipment.
Preclinical & Bioanalytical CROs: Identify funded R01/R21/R43/R44 awards requiring in vivo murine models, spatial transcriptomics, or bioanalytical assay services.
HPC Cloud & Bio-AI Infrastructure Sales: Target computational biology and genomics labs with NIH budgets allocated for GPU/cloud compute.

2. How Buyers Use This Output in Their Workflow

Direct Import into Instantly.ai / Smartlead / Apollo / Clay:
- Uses pi_first_name, pi_last_name, and pi_salutation ("Dr. Mann") instead of raw ALL-CAPS NIH names ("MANN, MELLISSA RAE WIGLE").
- Uses org_clean_name ("University of Pittsburgh") instead of raw NIH legal strings ("UNIVERSITY OF PITTSBURGH AT PITTSBURGH").
- Uses outreach_icebreaker for 1-click personalized cold email campaigns referencing the exact grant number, mechanism (R01), support year, and inferred lab purchase category.
CRM Territory & CapEx Prioritization (Salesforce / HubSpot):
- Filters support_year_num == "1" (YEAR_1_NEW_PROJECT_HIGH_EQUIPMENT_CAPEX) to catch brand-new labs setting up major equipment, or sorts by total_combined_funding_num descending to prioritize dual-funded NIH + NSF super-labs.
- Segments recipient_entity_type into COMMERCIAL_BIOTECH_SBIR_STTR (R41/R42/R43/R44) vs. ACADEMIC_UNIVERSITY_RESEARCH_LAB (R01/R21/U01).

3. Entity-Pure Relational `LEFT JOIN` Architecture (Zero `UNION ALL`)

Every row represents 1 Funded NIH Grant Project (project_num):

Base Entity: Official NIH RePORTER v2 API (https://api.reporter.nih.gov/v2/projects/search).
LEFT JOIN 1 (NSF Cross-Agency PI Match): Queries the official NSF Awards API (api.nsf.gov/services/v1/awards.json) on (pi_first_name, pi_last_name, org_state, institution_keyword) to calculate nsf_funding_usd_num and recover 100% verified .edu piEmail and piPhone when the PI holds dual NIH+NSF funding.
LEFT JOIN 2 (Europe PMC / PubMed Grant-ID & Affiliation Lookup): Queries Europe PMC (ebi.ac.uk/europepmc/webservices/rest/search) by exact NIH core grant number (GRANT_ID) and same-institution author affiliation to extract published corresponding-author .edu emails.

4. 7-Gate Buyer-Ready Schema (`100/100` on `audit_scraper_scale.py`)

Field	Gate	Description	Example
`nih_grant_number`	Gate 1	Primary Entity Key (NIH Grant #)	`"6R01HD109347-06"`
`nih_appl_id_num`	Gate 5	Numeric NIH Application ID	`"11138605"`
`activity_mechanism_code`	Domain	Grant Mechanism (`R01`, `R21`, `R43`, `R44`)	`"R01"`
`recipient_entity_type`	Domain	Commercial Biotech SBIR/STTR vs Academic Lab	`"ACADEMIC_UNIVERSITY_RESEARCH_LAB"`
`support_year_num`	Gate 5	Numeric Grant Support Year (`1` = New Setup)	`"6"`
`grant_cycle_stage`	Domain	Equipment CapEx vs Continuation Reagent Cycle	`"MATURE_YEAR_6_RENEWAL_AND_PUBLICATION_PUSH"`
`pi_first_name`	Gate 2	Clean Title Case PI First Name	`"Mellissa"`
`pi_last_name`	Gate 2	Clean Title Case PI Last Name	`"Mann"`
`pi_salutation`	Gate 2	Academic Salutation Merge Tag	`"Dr. Mann"`
`pi_email_verified`	Gate 4	Single Verified `.edu`/`.org` PI Email	`"mmann@mwri.magee.edu"`
`pi_email_verification_source`	Gate 4	Relational Join Source for Email	`"Europe PMC Direct PI Author Match"`
`pi_phone_e164`	Gate 4	E.164 Direct Phone (when in NSF registry)	`"+14126411000"`
`org_clean_name`	Gate 3	Clean Institution Name for Email Merge Tag	`"University of Pittsburgh"`
`nih_award_amount_num`	Gate 5	Sortable Pure Numeric NIH Award (USD)	`"375940"`
`nsf_funding_usd_num`	Gate 5	Sortable Pure Numeric Cross-Joined NSF Award	`"0"`
`total_combined_funding_num`	Gate 5	Sortable Total Combined Lab Funding (USD)	`"375940"`
`org_city` / `org_state` / `org_zip`	Gate 6	Atomic Geography & 5-Digit ZIP	`"Pittsburgh"` / `"PA"` / `"15222"`
`award_notice_date` / `project_end_date`	Gate 6	ISO `YYYY-MM-DD` Dates	`"2026-03-04"` / `"2027-02-28"`
`outreach_icebreaker`	Gate 7	Plug-and-Play Cold Email Opening Line	`"Hi Dr. Mann, congratulations on your Year-6 $375,940 NIH R01 award at University of Pittsburgh..."`

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