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Scientific Instruments

Neutral

Open Web Presence
Dominant · SE Outbound Links ρ=0.496

AI recommendation signal analysis across 171 domains for the Neutral persona in Scientific Instruments.

Open web data in this report comes from Common Crawl HTML crawls.
171Domains Tracked
Neutral_persona.report
DomainScore
nature.com
99.8
nist.gov
97.2
stanford.edu
95.8
businesswire.com
94.4
finance.yahoo.com
94.4
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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Measure open-web share of voice

The widest lens in this report: billions of web pages checked for places where this segment's topics and brands appear together. Domains with high co-occurrence are the ones the open web already associates with this market, the same association LLMs absorb in training.

How It's Calculated

Where the numbers come from

We scan seven full web crawls (roughly monthly, December 2025 through June 2026, about two billion pages each) for pages that link to a tracked brand domain and also contain one of this segment's topic phrases. Hit counts are exact; the count of distinct publishing websites is a close estimate, so it is presented as approximate.

Overview

What's on this page

Segment-level totals, a top-domains-by-co-occurrence chart, and the full domain table.

Segment Totals

Open web presence at a glance

How much of the open web connects Neutral's brands with its topics: pages that link to a tracked brand domain and also contain one of this segment's topic phrases. Hit counts are exact; the publishing-website count is a close estimate.

1.1M
Topic Co-occurrences
37.7M
Topic Phrase Matches
197
Brand Domains Seen
About 889K
Publishing Websites
Open Web Data

Top domains by open-web presence

The brand domains the open web most often links in the same places it discusses Neutral's topics. Topic Co-occurrences requires the segment's own vocabulary on the page; Total Appearances counts the domain alongside any tracked phrase; Blended merges the two on a log scale (co-occurrence weighted higher, 0 to 100). The table follows the selected view.


DomainBlendedTopic Co-occurrencesTotal Appearances
nature.com99.8154,30310,356,183
nist.gov97.2155,0363,529,532
stanford.edu95.8101,1404,945,796
businesswire.com94.459,3528,030,655
finance.yahoo.com94.451,22611,175,233
arxiv.org93.962,5256,044,384
marketsandmarkets.com89.942,2782,571,416
science.org86.225,5851,608,620
mit.edu84.317,7381,563,301
mordorintelligence.com83.616,0061,442,144
scientificamerican.com83.613,4462,099,879
thermofisher.com82.930,637296,004
news-medical.net80.410,890876,964
researchandmarkets.com80.310,123987,388
thomasnet.com79.612,959445,159
newscientist.com79.58,1021,120,642
verifiedmarketreports.com78.59,884502,080
verifiedmarketresearch.com78.28,867541,575
gminsights.com76.76,471570,451
sigmaaldrich.com76.412,739123,846
mt.com76.211,703139,529
cen.acs.org75.97,954266,478
danaher.com75.712,62095,578
bd.com75.39,179159,622
agilent.com74.912,07276,590
emerson.com74.66,624225,621
nikon.com74.29,203100,098
ge.com73.84,574355,149
genomeweb.com73.34,331317,731
digikey.com72.55,045172,141
waters.com71.67,26657,269
zeiss.com71.65,271108,308
moleculardevices.com71.07,67338,847
beckman.com70.97,25541,866
ametek.com70.95,48175,488
sciex.com70.77,35837,728
owenscorning.com70.72,092497,424
bruker.com70.56,86839,723
bio-rad.com70.56,53345,121
sartorius.com70.16,54038,633
ensun.io70.13,952106,528
inven.ai70.13,941106,934
ru.wikipedia.org70.02,394282,525
technologynetworks.com69.93,686114,066
merckgroup.com69.43,73888,810
strategic-directions.com69.36,46827,957
shimadzu.com68.96,39324,841
labmanager.com68.84,23155,204
mouser.com68.82,763130,249
keysight.com68.73,07799,373
fishersci.com68.34,37142,124
corning.com68.32,569122,822
beckmancoulter.com67.34,40627,307
marketresearch.com67.31,829164,442
leica-microsystems.com66.84,14225,434
jobs.thermofisher.com66.82,96050,556
thermoscientific.com66.74,54720,269
perkinelmer.com66.42,95043,262
grainger.com66.41,882105,066
skyquestt.com66.11,691117,974
newark.com66.01,96484,550
companiesmarketcap.com65.41,163188,496
horiba.com64.42,77421,293
qyresearch.com64.31,147126,543
id.shimadzu.com64.13,62310,989
citeab.com63.73,29411,272
avantorsciences.com63.22,16221,940
chromatographyonline.com63.02,71712,906
teledyne.com62.61,49437,208
azonano.com62.51,24950,039
selectscience.net62.12,12514,624
thorne.com62.1535238,586
eppendorf.com61.92,14113,289
bakerhughes.com61.51,03149,231
jeol.co.jp61.22,4987,228
schott.com61.277978,637
anton-paar.com60.61,48616,165
pipelinemedical.com60.3469150,847
metrohm.com60.11,59911,631
mitutoyo.com59.91,59310,831
malvernpanalytical.com59.51,5129,974
baike.baidu.com59.360359,909
tecan.com59.11,6427,182
newport.com58.91,5287,786
coherent.com58.995520,403
labx.com58.51,3109,150
merckmillipore.com58.51,21910,619
pittcon.org58.31,4117,146
spectroscopyonline.com57.81,2237,733
ssi.shimadzu.com57.31,2556,046
coleparmer.com57.184612,339
labconco.com56.990110,014
omega.com56.973915,094
disfold.com56.959024,142
etd.ohiolink.edu56.544635,654
olympus-lifescience.com56.475612,053
pitchgrade.com56.337846,904
rigaku.com56.29067,627
hamamatsu.com56.17969,530
0e190a550a8c4c8c4b93-fcd009c875a5577fd4fe2f5b7e3bf4eb.ssl.cf2.rackcdn.com56.138342,097
hach.com55.667910,617
analytik-jena.com55.21,0383,863
thorlabs.com55.26549,869
leicabiosystems.com55.16579,345
edmundoptics.com55.160711,125
restek.com55.09624,136
oxinst.com54.47285,611
thomassci.com54.46866,422
biotek.com54.18243,925
vwr.com53.56075,811
biosero.com53.07632,927
pfeiffer-vacuum.com53.04687,797
jeol.com52.46902,858
labcompare.com52.35154,825
buchi.com52.15783,541
mks.com52.132711,177
leco.com51.66292,479
usalab.com51.14943,328
mksinst.com51.03925,133
community.agilent.com50.64633,107
www1.hkexnews.hk50.516722,939
needle.tube50.43564,874
buehler.com50.24792,430
picarro.com49.33253,763
motic.com48.74091,798
nikoninstruments.com48.53552,233
millipore.com48.33631,985
scientistlive.com48.02304,459
specac.com47.73641,558
ameteksi.com47.43551,446
worldpharmatoday.com47.41915,055
tekscan.com47.01596,162
micromeritics.com46.32701,598
chroma.com46.22102,573
jdsu.com45.81177,039
sigma-aldrich.com45.72012,238
scientificsonline.com45.51255,542
malvern.com45.11912,005
bionity.com45.11314,325
ventureradar.com44.7996,255
instrument.com.cn44.21312,897
andor.com42.71551,126
brandtech.com42.71481,270
belart.com42.31281,440
oxford-instruments.com42.11281,317
ohaus.com41.6141870
sciencelab.com41.4634,188
biorad.com41.2142725
mottcorp.com41.01091,159
conquerscientific.com40.5138596
zaber.com39.998908
oceaninsight.com39.386937
humboldtmfg.com39.3831,032
berkeleynucleonics.com39.3731,335
biobasic.com39.0101600
scientificinstruments.com38.590619
aresscientific.com38.574918
blog.medicoleads.com38.5276,765
varianinc.com38.083608
cn.investing.com37.4264,667
wap.stockstar.com36.6244,029
alphasophia.com36.4322,119
starlabgroup.com36.066423
india.newsroom.thermofisher.com33.845373
marketpublishers.com33.5201,636
mettlerelectronics.com33.2191,597
hamptonresearch.com32.845242
sciencetech-inc.com32.328510
eacmarkup.org32.1181,133
rotalab.com32.048154
forestreet.com31.6161,151
pdf.marketpublishers.com31.5121,946
lumexinstruments.com30.735170
www2.yicaiglobal.com30.618600
lpanet.org30.130183
astronomics.com28.691,013
brooksrandinc.com28.03078
labequipmentandsupplies.com27.412367
thermofisherscientific.com26.41998
distillintelligence.com25.66607
fisher.com24.29170
files.pharmtech.com23.51274
wirsam.com23.01172
mettler-toledo.com22.71346
bristolscientific.com22.58105
wako-chem.co.jp20.1591
labsuppliesconnect.com20.0748
labtechus.com19.5650
esco.com.sg17.201,079
leicamicrosystems.com17.0437
hightempinc.com15.8264
howardinstruments.com14.30332
mettlertoledo.com14.0171
jiuruiquartz.com8.9036
sciencestore.com6.7014
carlzeiss.com5.107
edmund.com3.403