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Scientific Instruments

Hospital Lab Buyer

Dominant · SE Outbound Links ρ=0.543

A clinical lab purchaser optimizing for patients: high-volume analyzers, clean LIS integration, accreditation compliance, predictable reagent supply, and responsive service.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
110Domains Tracked
3.6MReddit Posts
23KWikipedia Articles
347KOpen Web Matches
Hospital Lab Buyer_persona.report
DomainScore
roche.com
147.6
abbott.com
52.3
siemens-healthineers.com
45.8
beckmancoulter.com
32.5
rochediagnostics.com
17.5
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Everything on this page is open: the full signal correlations and every tracked domain. Inside the individual reports, most tables and charts show only the top few results. The complete report unlocks every row, chart, and download for this industry.

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Segment Signals

Signal correlations: Hospital Lab Buyer

Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern below.

Signalρ (Spearman)nRank Influence
SE Outbound Links+0.54329.5%51Dominant
Common Crawl+0.39415.6%68Dominant
Wikipedia Citations+0.38314.7%50Dominant
Search Engine Appearances-0.35912.9%5Dominant
Domain PageRank+0.34411.8%82Dominant
PageRank History+0.3079.4%83Dominant
Host PageRank+0.2968.8%80Strong
Domain Harmonic Centrality+0.2677.1%82Strong
Domain Backlinks+0.2335.4%74Strong
Host Backlinks+0.2335.4%64Strong
Harmonic Centrality History+0.2235%83Strong
Reddit Comments+0.2235%56Strong
Reddit Posts+0.1933.7%51Confirmed
Host Harmonic Centrality+0.1783.2%80Confirmed
Wikidata+0.0600.4%36Emerging
Homepage Keywords+0.0590.3%39Emerging
Avg Search Engine Rank-0.0510.3%5Emerging
Best Search Engine Rank-0.0510.3%5Emerging
Domains

Tracked domains

The 110 domains behind the "domains tracked" stat for Hospital Lab Buyer: every domain the LLM recommendation runs surfaced for this persona's queries, ranked by the same influence-weighted recommendation score the LLM Search Visibility report uses. Appearances counts how many times models recommended the domain across all runs. PageRank and Harmonic Centrality are the domain's current 0-100 authority in the Common Crawl web graph; 0 means the domain was not found in the graph. Click a domain name for its full site profile: authority history, backlink counts, and top backlink sources.

DomainLLM ScoreAppearancesPageRankHarmonic Centrality
roche.com147.61124196
abbott.com52.31133796
siemens-healthineers.com45.81283896
beckmancoulter.com32.51192595
rochediagnostics.com17.57094
sysmex.com16.41271695
diagnostics.roche.com15.3600
thermofisher.com12.81014696
diagnostics.abbott11.7141095
rocheusa.com9.231696
bio-rad.com7.3853396
diagnostics.siemens-healthineers.com7.1500
biomerieux.com5.8492995
bd.com5.7543796
danaher.com4.8403095
orthoclinicaldiagnostics.com3.4441595
beckman.com3.2152695
werfen.com2.3382295
corelaboratory.abbott2.332095
quidelortho.com2.2232195
ortho-clinicaldiagnostics.com1.612095
abbottcoreconstitutive.com1.1100
abbottcoreconstitution.com1.1100
diasorin.com1.1222195
roche-diagnostics.com1.04695
horiba.com1.0263195
mindray.com0.9292796
medical.abbott0.81394
hologic.com0.8202996
cepheid.com0.6122495
biofiredx.com0.631695
abbottdiagnostics.com0.521596
beckmancoulterusa.com0.51093
qiagen.com0.583396
diagnostics.grifols.com0.5300
biomerieux-usa.com0.431595
ortho-clinical-diagnostics.com0.45093
illumina.com0.453696
bio-merieux.com0.32095
hitachi-hightech.com0.312796
biorad.com0.341195
bectondickinson.com0.38194
qorvo-ortho.com0.2100
instrumentation-laboratory.com0.2500
bdbiosciences.com0.112896
ortho.com0.131395
randox.com0.132095
rochodiagnostics.com0.1100
rochdiagnostics.com0.1100
fujifilm.com0.124596
ortho-clinical.com0.12093
agilent.com0.143796
cobas.com0.11695
bectonanddickinson.com0.1300
instrumentation-lab.com0.1200
horiba-medical.com0.11092
becton.com0.11094
orthodiagnostics.com0.11095
danaherlifesciences.com0.11093
randombio.com0.12595
danahermedical.com0.0100
getinge.com0.022995
orthoclinical.com0.03995
stago.com0.021595
seegene.com0.011595
randoxlabs.com0.0100
randoxlaboratories.com0.0100
randombiosystems.com0.0100
bsigroup.com0.014797
tosohbioscience.com0.011695
getgolabs.com0.01094
alere.com0.011995
agappe.com0.01695
sysmex-international.com0.0100
dialabdx.com0.0100
trivitron.com0.011195
trinity-biotech.com0.01093
erba-diagnostics.com0.0100
biosynth.com0.011795
analytik-jena.com0.011995
agamatrix.com0.011596
orassan.com0.0100
gehealthcare.com0.013696
horibahealthcare.com0.0100
d-and-diagnostics.com0.0100
biotec.com0.01095
oriondiagnostics.com0.02093
questdiagnostics.com0.014296
ortec.com0.012196
clsi.org0.012995
cephheid.com0.0100
orion-diagnostics.com0.0100
dianova.com0.01795
accelerateddiagnostics.com0.01093
quidel.com0.012095
orpheusbiotech.com0.0100
orphee.biz0.01094
medica.com0.012996
cemaconline.com0.0100
biofirediagnostics.com0.01093
orbisgracetx.com0.0100
moleculardiagnostics.com0.01093
genomeweb.com0.013296
dako.com0.011395
orasure.com0.011795
graceit.com0.01093
orasuretechnologies.com0.01093
oemcompliance.com0.0100
inessco.com0.01095
clinicaldiagnostics.roche.com0.0100
Report Types

Explore reports

LLM vs Fanout vs AI Search vs Organic

Pick a model per channel and compare recommendation patterns across LLM, fanout, AI Search, and organic results side by side.

LLM Search Visibility

How this industry performs across the large language models sampled in this report.

LLM Search+Fanout Visibility

The same LLM recommendation ranking, scoped to just the web-search-augmented (fanout) runs.

LLM Fanout Queries

The exact web searches each LLM ran while answering this segment's questions, with overlap across models.

AI Search Visibility

AI-powered search surfaces sit between traditional search and pure LLM chat.

Organic Search Visibility

Backlink authority and on-page signals that drive traditional organic visibility.

Bing Search Advertisers

Top and bottom advertisers on Bing (Google has no ads in this data), ranked by rank-weighted score.

Organic Search: Suggested Terms

Suggested search terms from Google and Bing, ranked by rank-weighted score.

Forum Search

Domains appearing in Google forum results for this segment's queries, by rank-weighted score and appearances.

News Search

Domains appearing in Google news results for this segment's queries, by rank-weighted score and appearances.

Video Search

Domains appearing in Google video results for this segment's queries, by rank-weighted score and appearances.

Short Video Search

Domains appearing in Google short-video results for this segment's queries, by rank-weighted score and appearances.

Top Wikipedia Pages

The Wikipedia articles where this segment's topics and brands appear, plus articles with zero brand presence.

Knowledge Graph Entities

The Wikidata entities matching this segment's topics and brands, and which brands have no entity at all.

Top Subreddits

The communities where this segment's topics and brands get discussed, ranked by submissions and comments.

Reddit Activity Trends

Monthly Reddit activity for this segment's topics and brands, from 2005 through mid-2026.

Top Domains on Reddit

The websites Reddit links to and mentions alongside this segment's topics, in comments and submissions.

Open Web Presence

Domains appearing together with this segment's topics across billions of crawled web pages.

Top Backlink Sources

The websites linking to the most tracked domains in this segment, from the web link graph.

Content Phrases

Top phrases LLMs associate with this industry or persona, ranked by recommendation strength.

Persona SEO Keywords

Top SEO keyword terms LLMs associate with this persona, ranked by recommendation strength.

Base Terms

Foundational search terms LLMs associate with this persona, ranked by recommendation strength.

UGC Questions & FAQs

Questions people are asking, mined from forum, news, and video result titles, with the URLs each question appears on.

Research: Award Submissions

Domains ranking for this persona's award submissions queries.

Research: Blogs, Publishers, Newsletters

Domains ranking for this persona's blogs, publishers, newsletters queries.

Research: Certifications

Domains ranking for this persona's certifications queries.

Research: Conferences, Trade Shows

Domains ranking for this persona's conferences, trade shows queries.

Research: Courses, Training

Domains ranking for this persona's courses, training queries.

Research: Donors, Sponsors, Partnerships

Domains ranking for this persona's donors, sponsors, partnerships queries.

Research: Experts

Domains ranking for this persona's experts queries.

Research: Forums, Message Boards

Domains ranking for this persona's forums, message boards queries.

Research: Glossaries

Domains ranking for this persona's glossaries queries.

Research: Guest Posts

Domains ranking for this persona's guest posts queries.

Research: Guides, Best Practices

Domains ranking for this persona's guides, best practices queries.

Research: Link Directories

Domains ranking for this persona's link directories queries.

Research: Non-profits

Domains ranking for this persona's non-profits queries.

Research: Podcast Guests

Domains ranking for this persona's podcast guests queries.

Research: Professional Orgs

Domains ranking for this persona's professional orgs queries.

Research: Reports, Stats, Research

Domains ranking for this persona's reports, stats, research queries.

Research: Speaker Proposals

Domains ranking for this persona's speaker proposals queries.

Research: Suggested Links

Domains ranking for this persona's suggested links queries.

Research: Tools

Domains ranking for this persona's tools queries.

Research: Top, Best Companies

Domains ranking for this persona's top, best companies queries.

Research: Trade Journals

Domains ranking for this persona's trade journals queries.