oppalerts.com →
Data Warehouse Lakehouse Platforms

Retail Analytics Head

Open Web Presence
Dominant · SE Outbound Links ρ=0.588

AI recommendation signal analysis across 91 domains for the Retail Analytics Head persona in Data Warehouse Lakehouse Platforms.

Open web data in this report comes from Common Crawl HTML crawls.
91Domains Tracked
Retail Analytics Head_persona.report
DomainScore
medium.com
100.0
doi.org
96.3
microsoft.com
96.0
gartner.com
94.7
ibm.com
92.9
Want a custom AI visibility audit for Data Warehouse Lakehouse Platforms?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

Get in touch
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 Retail Analytics Head'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.

1.9M
Topic Co-occurrences
24.2M
Topic Phrase Matches
123
Brand Domains Seen
About 686K
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 Retail Analytics Head'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
medium.com100.0274,96252,072,589
doi.org96.3126,28951,619,453
microsoft.com96.0187,63919,827,674
gartner.com94.7195,99810,222,233
ibm.com92.9142,1309,205,145
learn.microsoft.com90.5106,7065,816,608
azure.microsoft.com89.289,9224,686,770
oracle.com88.275,2204,426,401
sourceforge.net86.351,6664,140,991
docs.microsoft.com84.645,3382,593,356
sap.com83.841,5112,208,184
snowflake.com82.955,579781,927
databricks.com81.945,926742,170
tableau.com81.336,666955,334
nvidia.com79.517,3832,033,569
slashdot.org79.515,4932,587,399
dev.to79.213,7613,003,652
segment.com77.322,044463,007
qlik.com76.923,511348,262
azure.com76.314,322763,217
sas.com75.915,640525,317
fivetran.com75.722,413218,577
powerbi.microsoft.com75.617,125368,689
talend.com75.018,470246,601
mongodb.com74.813,786420,203
informatica.com74.617,074246,735
hpe.com73.77,425976,569
domo.com73.512,612281,123
confluent.io73.412,687271,773
getdbt.com72.514,516133,999
cloudera.com72.111,451183,969
dremio.com70.510,998101,475
clickhouse.com69.68,326123,796
thoughtspot.com69.37,302139,472
alteryx.com68.66,824120,548
improvado.io68.45,632162,534
integrate.io68.36,559112,198
duckdb.org68.27,20587,101
microfocus.com67.65,235136,195
tibco.com67.55,510113,407
looker.com67.25,69993,643
teradata.com67.05,63088,762
h2o.ai66.54,229132,273
vertica.com66.45,99559,576
starrocks.io66.15,20068,903
delta.io65.95,86048,795
ciodive.com65.62,913191,119
palantir.com65.53,078165,159
flexera.com65.42,883179,945
trino.io65.35,20849,473
starburst.io64.54,47447,149
solutionsreview.com63.42,378112,531
sigmacomputing.com62.93,21846,893
datastax.com62.62,39777,243
motherduck.com61.42,54739,400
download.microsoft.com61.31,446128,092
singlestore.com61.12,38239,705
n-ix.com61.11,63289,792
trifacta.com61.02,10050,260
intellias.com60.71,50789,243
pingcap.com60.31,50273,669
ovaledge.com60.02,05734,115
skyvia.com59.92,12730,092
exasol.com59.41,95529,043
firebolt.io58.91,95522,478
beyondkey.com57.81,34531,593
tredence.com57.71,21037,889
mapr.com56.51,18423,120
snowplow.io56.41,36316,099
imply.io56.31,15422,387
panoply.io55.21,24011,704
onehouse.ai55.21,12214,512
azumo.com54.863740,455
yellowbrick.com54.188214,785
risingwave.com53.077412,131
hightouch.io52.89387,272
ltimindtree.com52.845133,789
wjarr.com52.243129,395
algoscale.com52.156715,196
incorta.com51.56848,040
xenoss.io50.739817,756
googlecloud.com48.63399,575
nimbleway.com48.331710,029
data.folio3.com47.83178,006
epcgroup.net47.425610,374
bigquery.googleapis.com46.82697,060
netsoltech.com46.511637,328
go.incorta.com45.63073,219
eudoxuspress.com43.81784,510
definite.app43.61993,215
asterdata.com41.91811,898
tech-insider.org40.6649,255
synq.io40.51262,188
asiagrowthpartners.com39.0782,999
valiotti.com38.4812,176
fortegrp.com37.7593,027
aciinfotech.com37.4632,330
startupik.com36.9356,386
technologymatch.com35.5402,643
dbt.com35.473695
google.cloud34.450991
fabric.microsoft.com33.752683
trocco.io33.043738
assets.qlik.com32.844648
redshift.com32.6630,561
syrencloud.com30.624846
montecarlo.ai30.131409
singdata.com28.717719
cloud.microsoft.com27.814734
ciopages.com27.4101,196
datumo.io26.622170
starburst.com23.641,161
bobsled.com20.25170
eidosoft.co14.91170
dtic.dimensions.ai13.80465
redshift.amazonaws.com13.7322
firebolt.com12.80296
saps.com12.60268
sapid.com11.20144
askantech.com11.1131
markets-data-api-proxy.ft.com10.70113
hashedanalytic.com9.8076
mbvyn.medium.com6.1014