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Kestrel Report | Systems Engineering for Biology — 18 websites ranked by shared content topics, category and on-page relevance.

Each result shows its full tech stack, contacts and AI-policy — not just a name · Browse all sites in Biotech And Biomedical Industry →

Domain	Match	Title	Country/Lang	Category	AI files	Contact	AI-protection
vivhelix.com ↗	70 match 1 shared topics	VivHelix - Engineering Biology	en	biotech-and-biomedical-industry	robotsllmsaihumans	emailphone	none
more-bio.com ↗	67 match 1 shared topics	CDMO - Genetic Engineering - More Biotechnology	en	biotech-and-biomedical-industry WordPress WooCommerce	robotsllmsaihumans	emailphone	none
bioengineering.ch ↗	67 match 1 shared topics	Bioengineering	Switzerland en	biotech-and-biomedical-industry	robotsllmsaihumans	emailphone	none
conde-engineering.com ↗	67 match 1 shared topics	Dr. Alvaro Conde \| Independent Microfluidics & Systems Engineer	en	biotech-and-biomedical-industry Spree Commerce	robotsllmsaihumans	emailphone	partial · 8
vmarsbio.com ↗	66 match 1 shared topics	VMARSBio – Engineering Excellence	en	biotech-and-biomedical-industry WordPress WooCommerce	robotsllmsaihumans	emailphone	none
bmes.org ↗	66 match 1 shared topics	Biomedical Engineering Society - BMES	en	biotech-and-biomedical-industry HubSpot	robotsllmsaihumans	emailphone	none
medical-mems.info ↗	66 match 1 shared topics	Karsten Seidl - Biomedical Engineering	en	biotech-and-biomedical-industry	robotsllmsaihumans	emailphone	none
medicalrepair.org ↗	66 match 1 shared topics	Medical Equipment Repair & Biomedical Engineering Service	en	biotech-and-biomedical-industry	robotsllmsaihumans	email phone	none
bioengineer.org ↗	66 match 1 shared topics	BIOENGINEER.ORG - Bioengineering	en	biotech-and-biomedical-industry WordPress	robotsllmsaihumans	emailphone	none
connellbiomed.com ↗	66 match 1 shared topics	UHN Biomedical Engineering Research: Connell Lab	en	biotech-and-biomedical-industry Wix	robots llmsaihumans	emailphone	none
medlung.bio ↗	66 match 1 shared topics	MedLung - Engineering Respiratory Devices	en	biotech-and-biomedical-industry	robotsllmsaihumans	emailphone	none
vivotex.com ↗	66 match 1 shared topics	Microarchitectural Control for 3D Biological Systems	en	biotech-and-biomedical-industry Shopify	robotsllmsaihumans	email phone	none
mosaicbio.com ↗	66 match 1 shared topics	Biologic Discovery CRO \| Antibody & Protein Engineering \| Mosaic Biosciences	en	biotech-and-biomedical-industry WordPress	robots llmsaihumans	emailphone	none
medicalceramics.net ↗	66 match 1 shared topics	Medical Ceramics & Piezo Ceramics for Medical Engineering	en	biotech-and-biomedical-industry	robotsllmsaihumans	emailphone	none
compomics.com ↗	65 match 1 shared topics	CompOmics – Computational Omics and Systems Biology Group	Belgium~ en	biotech-and-biomedical-industry WordPress	robotsllmsaihumans	emailphone	none
avivasysbio.com ↗	65 match 1 shared topics	Aviva Systems Biology \| A Life Science Company \| Avivasysbio.com	en	biotech-and-biomedical-industry Magento	robotsllmsaihumans	email phone	none
euclixlabs.com ↗	65 match 1 shared topics	Euclix Labs \| Deterministic Protein Engineering	en	biotech-and-biomedical-industry	robotsllmsaihumans	emailphone	none
mderl.org ↗	65 match 1 shared topics	μM.D.-ERL - Medical micro-Device Engineering Research Lab	United States~ en	biotech-and-biomedical-industry	robotsllmsaihumans	emailphone	none

How the match score works

Each match is a 0–100 similarity score — the higher it is, the more two sites resemble one another. It’s computed automatically from our own crawl data (never from what a site says about itself) by combining several independent signals, so a high score means several of them point the same way:

shared topics how many of the same fine‑grained content topics (IAB sub‑categories) both sites cover — the main signal.
same category whether they sit in the same business / industry category.
content & title how closely their titles and page descriptions line up in wording and meaning.

No single signal decides the result — they’re blended together. Treat the score as a way to rank candidates rather than an absolute percentage; the chips on each result show which signals contributed.