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Cloud Infrastructure Services

Data Platform Lead

Open Web Presence
Dominant · Search Engine Appearances ρ=0.578

AI recommendation signal analysis across 99 domains for the Data Platform Lead persona in Cloud Infrastructure Services.

Open web data in this report comes from Common Crawl HTML crawls.
Download this report (.xlsx)
99Domains Tracked
Data Platform Lead_persona.report
DomainScore
github.com
100.0
microsoft.com
89.5
g2.com
86.6
gartner.com
86.2
ibm.com
85.8
Domains rankedn = 25
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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 Data Platform Lead'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.

10.6M
Topic Co-occurrences
58.7M
Topic Phrase Matches
155
Brand Domains Seen
About 1.0M
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 Data Platform Lead'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
github.com100.04,136,64397,519,031
microsoft.com89.5685,89219,827,674
g2.com86.6347,89417,964,959
gartner.com86.2433,14110,222,233
ibm.com85.8409,5919,205,145
apache.org85.1539,1614,160,923
azure.microsoft.com84.7458,2424,686,770
learn.microsoft.com84.6394,0345,816,608
salesforce.com83.2211,9049,192,334
oracle.com82.1239,4224,426,401
redhat.com81.8289,2102,841,278
arxiv.org81.0153,9666,044,384
techtarget.com79.1125,4443,680,568
cloudflare.com78.796,0204,977,580
link.springer.com77.658,2827,335,723
notion.so77.070,8113,909,065
sap.com76.381,0402,208,184
raw.githubusercontent.com76.2129,432924,691
vmware.com76.1123,490957,345
marketplace.microsoft.com74.773,7151,251,518
onlinelibrary.wiley.com74.727,8857,450,866
snowflake.com74.693,679781,927
hpe.com74.173,155976,569
databricks.com74.082,939742,170
datadoghq.com73.859,7711,216,450
techradar.com73.744,7811,968,997
axios.com72.524,3243,427,891
digitalocean.com72.349,520869,549
elastic.co72.253,087736,382
airbyte.io71.780,488270,930
infoworld.com71.247,147562,872
crn.com70.842,947558,302
ovhcloud.com70.149,625313,109
mongodb.com69.738,079420,203
tomshardware.com68.919,335982,074
confluent.io68.838,640271,773
kpmg.com68.417,250967,239
researchandmarkets.com68.316,577987,388
fivetran.com67.833,857218,577
informatica.com67.731,074246,735
terraform.io67.630,296242,551
webfactoryltd.com67.515,168809,570
backblaze.com67.223,243322,466
alibabacloud.com66.321,730241,398
cloudera.com66.224,961183,969
redis.io66.120,956239,392
flexera.com65.621,582179,945
vercel.com65.415,012309,929
domo.com65.315,436281,123
getdbt.com65.021,955133,999
linode.com64.917,007203,212
hashicorp.com64.717,080177,435
vultr.com64.014,968162,519
clickhouse.com63.917,149123,796
docs.databricks.com63.817,778112,571
alibaba.com63.84,5231,295,058
securityboulevard.com63.711,378240,373
dremio.com63.416,792101,475
airbyte.com63.014,790104,981
cloud.oracle.com62.314,58479,899
min.io62.314,02585,902
equinix.com62.110,566129,319
collibra.com62.012,30594,106
atlan.com62.012,07897,123
neo4j.com62.010,178135,026
couchbase.com61.910,219125,071
itpro.com61.98,723167,901
liquidweb.com61.77,538197,563
cloud.ibm.com61.211,91070,296
teradata.com60.69,00888,762
coreweave.com59.87,85577,839
es.wikipedia.org59.72,556575,789
delta.io59.69,69548,795
vertica.com59.58,50659,576
phoenixnap.com59.36,79881,487
scaleway.com59.26,91172,425
datastax.com59.16,53377,243
starburst.io58.87,94647,149
improvado.io58.84,022162,534
tencentcloud.com58.35,41776,519
rudderstack.com58.25,83063,832
denodo.com57.86,49442,970
rancher.com57.45,40251,478
render.com57.14,52559,467
ovaledge.com56.75,63234,115
rstudio.com56.63,022101,831
aiven.io56.34,75837,978
singlestore.com56.34,70739,705
astronomer.io56.24,81035,776
neptune.ai56.03,56457,579
redpanda.com55.94,29338,692
motherduck.com55.84,09739,400
aliyun.com55.21,299245,291
lakefs.io55.14,06129,849
dominodatalab.com54.82,97245,365
timescale.com54.73,56931,110
warp.dev54.22,51147,115
community.nasscom.in54.02,03063,220
meltano.com53.93,55521,110
upcloud.com53.93,26125,228
crunchydata.com53.93,05727,904
beyondkey.com53.72,77031,593
firebolt.io53.53,12522,478
instaclustr.com53.32,70227,232
datadog.com52.51,52751,193
julius.ai52.31,43654,016
tecton.ai51.92,19520,965
citusdata.com51.52,18217,374
onehouse.ai50.71,96414,512
vantage.sh50.51,89014,080
cloud.tencent.com50.01,50516,789
hopsworks.ai49.91,41018,084
k21academy.com49.81,61313,900
dataforest.ai49.81,19524,108
latentview.com49.51,23719,216
voltdb.com49.31,53612,000
virtustream.com47.91,5246,438
ververica.com46.71,1775,901
firsteigen.com46.48399,381
qrvey.com46.467114,330
hyperlake.cloud46.255117,899
oneuptime.com45.56559,843
itiger.com43.724425,740
tech-insider.org43.54009,255
jisem-journal.com43.43849,748
packet.com42.64964,193
kleene.ai41.32577,676
eon.io41.23883,452
bigdataboutique.com41.03633,478
dataproc.googleapis.com40.74721,959
definite.app40.33193,215
incredibuild.com39.41995,070
horizoniq.com38.82682,263
guideflow.com38.21187,381
bpcs.com37.51902,283
fortegrp.com37.21493,027
siliconflow.com36.71133,988
technologymatch.com35.61092,643
usage.ai35.41271,810
valiotti.com35.21092,176
aiproductivity.ai32.6611,855
dbt.com32.4101695
fabric.microsoft.com32.091683
logiciel.io31.9661,180
azure-int.microsoft.com31.166818
empowercodes.com30.559735
datalore.io26.930475
datumo.io25.638170
cloud.tencent.com.cn20.44648
cloud.tencent.cn17.0596
oci.oraclecloud.com16.6838
nx1.io12.2321
genixly.io11.80224
modern-datatools.com8.2043
mbvyn.medium.com5.9014
155 domainsAll results shown