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Industry Report

Cloud Infrastructure Services

LLM Search Visibility
Dominant · Search Engine Appearances ρ=0.556

AI recommendation signal analysis across 474 domains and 11 buyer personas in Cloud Infrastructure Services, led by aws.amazon.com as the most LLM-recommended domain.

Download this report (.xlsx)
474Domains Tracked
11Buyer Personas
llm_search_visibility.report
DomainScore
aws.amazon.com
1,842.8
cloud.google.com
551.4
azure.microsoft.com
512.2
digitalocean.com
211.1
render.com
145.3
Domains rankedn = 25
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About This Report

How to use this page

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.
Use Case

Know who AI recommends

This is the headline metric: the brands AI models actually recommend when buyers ask. If you are not on these lists, you are invisible in AI search. Benchmark your position, then study what the winners have in common.

How It's Calculated

Where the numbers come from

We ask multiple LLMs thousands of buyer-intent questions for this industry and record every domain they recommend. Score is a weighted reciprocal-rank sum across models and runs, with each model scaled by its influence weight; count and % are plain tallies.

Overview

What's on this page

Overall recommendation rankings, per-model filtering, and a side-by-side comparison of any two models.

LLM Data

Top LLM-recommended domains

How often AI models recommended each domain when answering Cloud Infrastructure Services queries across all personas. The left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.

Score (below) is the primary ranking metric: a weighted-reciprocal-rank sum across every model and run, where each model's contribution is scaled by that model's influence weight.

Filter By Model

Top LLM-recommended domains by model

Same ranking as above, scoped to whichever models you select below: pick one, several, or none. Updates automatically as you check/uncheck.

Model Comparison

Compare two models

Pick a model for each column to compare their recommendation patterns side by side.

Full Results

All recommended domains

Every domain the AI models recommended for Cloud Infrastructure Services across all personas, ranked by the influence-weighted score from the Score chart above, with each domain's link authority from the Common Crawl web graph. Click a domain for its site profile.

DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
aws.amazon.com1,842.81,3729.30000
cloud.google.com551.41,2188.20000
azure.microsoft.com512.21,2278.3005696
digitalocean.com211.11,0367.057973495
render.com145.33592.449963695
oracle.com122.77685.272973295
vercel.com96.93462.357975496
ibm.com96.97094.866973895
cloudflare.com95.35103.493985296
cloudways.com89.6830.648971695
fly.io59.82892.049963595
vantage.sh52.1650.430951495
hashicorp.com40.61040.757973295
linode.com36.85353.648972695
railway.app32.71511.046962895
shopify.com29.8490.382976596
vultr.com28.63892.642961795
databricks.com26.21370.950973295
akamai.com25.61721.254972295
snowflake.com24.11501.051972295
heroku.com23.83352.360973295
netlify.com21.51451.057973595
cloudzero.com21.2720.53996494
platform.sh20.91220.834952895
alibabacloud.com20.12611.849971694
vmware.com20.02331.653972495
fastly.com18.11340.961974595
kinsta.com17.6580.450974696
cloudability.com15.0570.41895494
finout.io14.6470.32395895
salesforce.com13.11661.165973796
ovhcloud.com12.91871.373973195
kubernetes.io12.5560.455975296
supabase.com12.31110.749974495
cloudhealth.vmware.com11.9280.200794
amazon.com11.090.10000
wpengine.com10.9600.463974896
apptio.com10.9610.43395795
rackspace.com10.91551.046971895
spot.io10.4760.530952095
terraform.io9.5420.352972695
datadoghq.com8.6940.652972595
hpe.com7.7780.550972295
cloudhealthtech.com7.1310.22596494
cast.ai6.8810.528962195
kubecost.com6.1730.526961195
redhat.com6.0860.659973395
dell.com5.8590.453972895
confluent.io5.7790.547971795
microsoft.com5.3350.280974896
cloud.gov5.3160.134952195
planetscale.com4.9490.344963495
harness.io4.7490.335962295
google.com4.4470.30000
hetzner.com4.31070.755962495
mongodb.com4.1610.455972795
railway.com4.0240.239953395
sap.com3.9430.358972595
nops.io3.8330.22095494
scaleway.com3.71120.843961795
pantheon.io3.6290.236963195
cloudera.com3.4410.349972495
neon.tech3.4380.343963395
cloud.ibm.com3.3390.3003895
finops.org3.2190.140961595
servicenow.com3.2350.248971795
carahsoft.com2.6300.246971294
gitlab.com2.6250.263975796
siteground.com2.390.150973295
cloudhealth.com2.310.0094094
equinix.com2.2390.344961995
pulumi.com2.1330.241961695
densify.com2.1310.22295394
grafana.com2.0250.252974896
cloud.oracle.com1.9150.1003195
prosperops.com1.8130.12095194
github.com1.8160.182978697
dremio.com1.7220.13096995
anyscale.com1.730.033961695
starburst.io1.7220.13196994
awsamazon.com1.730.0094092
spacelift.io1.560.037952795
accenture.com1.4170.158972195
runcloud.io1.240.031952995
nttglobal.net1.170.01695092
anomalo.com1.010.02296794
deloitte.com1.090.160972095
apttio.com1.050.0093092
coreweave.com1.060.031951595
bigcommerce.com0.960.059973095
googlecloud.com0.9170.1495094
tencentcloud.com0.9210.138951194
liquidweb.com0.930.044961695
upcloud.com0.9230.243953595
turbonomic.com0.830.024951195
ploi.io0.830.026962495
ternary.app0.860.019961094
newrelic.com0.8180.156974495
gcp.dev0.840.00000
flexera.com0.8120.145961295
gcp.google.com0.780.10000
anodot.com0.780.12595194
cloudcheckr.com0.7140.123961395
pagerduty.com0.7120.146962095
elastic.co0.7210.157972795
rancher.com0.6100.137963495
teradata.com0.6220.144961395
zesty.co0.660.020951294
northflank.com0.680.131962295
broadcom.com0.630.050972094
alibaba.com0.6210.156972795
delltechnologies.com0.6100.145961094
aliyun.com0.6370.261972895
vapourcloud.com0.610.0295093
vaultproject.io0.570.046961595
gsa.gov0.570.050962695
gcp.config.io0.530.00000
cloudhealth.cloudian.com0.570.00000
cisco.com0.590.158973295
datadog.com0.4140.126961495
cncf.io0.460.053973495
amazonaws.com0.440.080972195
fedramp.gov0.4100.144961994
infracost.io0.4130.12495595
googlecloud.dev0.410.00000
netapp.com0.4100.149961594
atlantic.net0.420.04296794
doit.com0.470.02696895
leidos.com0.420.04296995
gcore.com0.440.044963795
envoyproxy.io0.480.143962095
clickhouse.com0.480.148963895
dod.cloud.mil0.440.00000
cloudhealth.tech0.410.0095092
aws.com0.410.037962095
yotascale.com0.490.11595394
oraclecloud.com0.3110.15397194
usage.ai0.330.01195294
dbt.com0.380.1995194
onehouse.ai0.330.02295194
oci.oracle.com0.360.00000
workday.com0.350.051971794
cloudchipr.com0.320.023951794
openshift.com0.310.048962195
nttglobaldatacenters.com0.320.00000
webscale.com0.310.02596594
prometheus.io0.3130.151974495
govcloud.com0.370.0095093
packet.com0.390.12795494
scalahosting.com0.220.038951095
gcp.com0.270.0894794
gov.uk0.240.041973895
vault.hashicorp.com0.270.000194
nutanix.com0.240.040961495
parkmycloud.com0.2100.12195094
learn.microsoft.com0.260.0006296
porter.run0.240.016951095
disa.mil0.250.038961895
docker.com0.220.060973295
aiven.io0.260.033963295
cloudhealth.io0.230.00000
infisical.com0.210.029952195
gcp.co0.250.0093093
mongodbatlas.com0.260.00000
azuremicrosoft.com0.210.0093092
box.com0.220.058972995
hostinger.com0.220.061974895
getflywheel.com0.210.034952995
gcp.byword.ai0.210.00000
cloud.google0.210.03996093
cloudhealth.cloudhealthtech.com0.220.00000
flywheel.com0.210.01595594
govinfo.gov0.230.053972395
hyve.com0.210.01995094
amnic.com0.210.01395794
spotinst.com0.250.02396995
atlassian.com0.240.065973095
cloud.vmware.com0.210.0002195
cloud.mongodb.com0.210.0002195
kamatera.com0.250.02395394
clerk.com0.250.045953595
ionos.com0.220.066972395
alibaba-cloud.com0.130.0093091
suse.com0.120.050973295
nttglobaldata.com0.110.00000
huawei.com0.110.060972195
nvidia.com0.120.058972695
dod.defense.gov0.110.0002795
dod.cloud0.110.00000
digitalrealty.com0.150.03696694
auth0.com0.140.057974496
oci.oraclecloud.com0.130.000194
cdw.com0.120.04296795
nexcess.net0.110.03596795
codefresh.io0.110.035963395
dxc.com0.120.036963295
upstash.com0.130.040953395
cloudaware.com0.120.01595594
googlecloud.google.com0.110.00000
economize.cloud0.110.01995695
cloudkeeper.com0.110.01995093
cisa.gov0.140.055972495
hasura.io0.120.040963195
min.io0.160.042963795
qovery.com0.110.02995695
moltin.com0.110.01895895
hono.dev0.110.040952995
govcloud.aws.amazon.com0.110.00000
appian.com0.110.033962795
alibabagroup.com0.190.147961394
acquia.com0.130.048961895
sas.com0.110.047971295
redshift.aws.amazon.com0.110.00000
greengeeks.com0.110.045961394
governmentcloud.com0.110.0093092
platform9.com0.140.028952295
hewlett-packard.com0.130.0294092
cloudgoogle.com0.110.0093092
do.co0.120.042952495
okteto.com0.110.024951395
herokuwww.heroku.com0.110.00000
google.cloud.google.com0.110.00000
fabric.microsoft.com0.110.0001495
econtext.pro0.110.00000
cloudquery.io0.110.02196694
ntt.com0.120.03996494
airbyte.io0.140.023961195
exoscale.com0.140.034951295
inmotion.com0.110.0093093
env0.com0.110.02395894
googlecloudplatform.com0.140.0093093
govcloud.gov0.120.00000
dlt.com0.130.02495194
nops.com0.120.0094094
stripe.com0.130.075976496
tangoe.com0.110.02095094
redis.com0.110.043963295
planetary.co0.110.01695894
paloaltonetworks.com0.110.050971595
hcp.consul.io0.110.00000
firebolt.io0.110.02595294
apache.org0.130.073974195
fujitsu.com0.130.048971195
kubecost.io0.120.029400
getdbt.com0.120.041961795
flywheel.local0.120.00000
koyeb.com0.120.03195695
scalr.com0.120.024951895
alicloud.com0.120.0695294
consul.hashicorp.com0.120.000093
wiz.io0.110.045961795
crossplane.io0.110.029961795
opsera.com0.130.0394093
coflyt.com0.110.0294193
azure.gov0.110.0094093
armorblox.com0.110.02295093
redpanda.com0.140.032962095
cloud.cisco.com0.120.000394
flywheel.io0.110.020961495
apica.io0.110.02395093
mitre.org0.120.057971595
instaclustr.com0.120.02996595
vanguard-it.com0.110.0093093
aptible.com0.110.02295394
azure.com0.140.058972595
astronomer.io0.130.031961395
ultrawebhosting.com0.110.026951394
sales.azure.com0.110.00000
dxctechnology.com0.130.0095091
cleavr.io0.120.017951995
t-systems.com0.120.03696394
joyent.com0.120.035962095
capgemini.com0.120.050971394
fivetran.com0.120.041962895
cdwg.com0.120.02896394
vexxhost.com0.110.036951594
humanitec.com0.110.029951895
cloud.tencent.com0.120.0005296
digital.gov0.120.056974695
citrix.com0.130.051971595
gcp.console.com0.110.00000
gcp.aws.amazon.com0.110.00000
gcp.amazon.com0.110.00000
stackpath.com0.140.04196795
meltano.com0.020.023951695
govdatahosting.com0.010.0594093
databrainz.com0.010.00000
alibaba.cloud0.010.0093093
tetratec.com0.010.01496494
govcloud.us0.020.00000
leaseweb.com0.020.03596995
centurylink.com0.020.039963094
cgi.com0.020.040961194
turbot.com0.020.018951395
wasabi.com0.010.043963995
temporal.io0.010.040962795
snowflake.solutions0.010.009400
scalyr.com0.010.02395194
rehab.cloud0.010.012951094
phoenixnap.com0.010.037963295
gov.cio.gov0.010.00000
gitsponsors.com0.010.049500
gitops.tech0.010.02496595
cloud.mil0.010.01795093
bunnyshell.com0.010.02095494
crunchydata.com0.020.030961395
doit-intl.com0.020.02296694
backblaze.com0.020.048971795
verizon.com0.020.056972995
cloudyn.com0.030.01895094
helm.sh0.020.048964195
octopus.com0.010.035962695
nebius.com0.010.036952495
cloud.nasa.gov0.010.00000
sdgnews.com0.010.01395194
koalaops.com0.010.0094093
global.cloud.sap0.010.00000
cloud.microsoft.com0.010.000494
cloud.cloudflare.com0.010.000092
zylo.com0.010.033952695
serverspace.us0.010.01195894
scw.cloud0.010.04697093
scalecommerce.com0.010.0093092
mongo.com0.010.0894092
gloo.ee0.010.00000
lakefs.io0.020.025951695
service-now.com0.030.04996294
nest.run0.010.0093092
duo.tech0.010.00000
orca.security0.010.032962795
government.digitaloptions.com0.010.00000
flyio.com0.010.0093092
clerk.dev0.010.035951795
neo4j.com0.020.042963695
google.cloud.com0.020.000092
mythics.com0.010.017951095
lacework.com0.010.03096394
jacobian.com0.010.0794093
hypernode.com0.010.02795494
dlt.comof0.010.00000
clever-cloud.com0.010.033951394
xosphere.com0.010.0093092
googlecloudpress.com0.010.0092092
forecast5.com0.010.0595093
tencent.com0.010.057972395
scaleout.tech0.010.0095092
qtsdatacenters.com0.010.024951394
dl.akamai.com0.010.000494
cockroachlabs.com0.010.043961195
delta.io0.020.041962695
huaweicloud.com0.020.04296794
zesty.io0.010.01995695
velox.apache.org0.010.00000
tylertech.com0.010.040962795
sedai.io0.010.017951094
presidio.com0.010.03896594
platformsh.com0.010.0194093
packet.net0.010.025951195
outscale.com0.010.03096894
lumen.com0.010.04596695
env0.io0.010.0194094
digital.ai0.010.039953495
cloudlytics.io0.010.0093093
cloudfoundry.org0.010.036961895
airbyte.com0.010.037962895
portal.azure.com0.010.0004596
platform.openai.com0.010.0004996
insight.com0.010.039962095
hivelocity.net0.010.037951694
cogizant.com0.010.0093092
ansible.com0.010.052972195
datastax.com0.020.042961495
paketo.io0.010.026961695
comet.com0.010.031951895
basecamp.com0.010.053974796
vantage.dev0.010.0093092
tecton.ai0.010.02596894
singlestore.com0.010.036961394
saic.com0.010.034961094
morpheus.cloud0.010.00000
ingram.com0.010.0395091
informatica.com0.010.040961195
hetzner.comalcabc0.010.00000
equnix.com0.010.0093092
druva.com0.010.03196694
devtron.ai0.010.018951295
cockroachdb.com0.010.01195194
canonical.com0.010.043963795
barracuda.com0.010.04397794
anthropic.com0.010.058973495
nexthink.com0.010.033952595
intel.ai0.010.024961194
scaleoutdigitaltwin.com0.010.00000
opslevel.com0.010.02195494
linear.app0.010.046963695
hivenetwork.io0.010.0093092
gridpane.com0.010.024952095
couchbase.com0.010.048971695
cdg.co0.010.0093093
aws.criticalthinkingconsortium.org0.010.00000
stormforge.io0.010.020951694
heritagecloud.com0.010.0093092
diligent.io0.010.0093093
datalore.io0.010.01095895
citusdata.com0.010.03796894
circleci.com0.010.052974295
castai.io0.010.00000
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nektr.com0.010.00000
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firebase.google.com0.010.00000
cockroachlabs.cloud0.010.035952294
cloudsploit.com0.010.01295494
acrobat.com0.010.058961595
rechten.com0.010.0095092
herokubuild.com0.010.00000
cloudesoft.com0.010.0093092
zeit.co0.010.035952695
virtana.com0.010.02796194
ververica.com0.010.02795494
dellemc.com0.010.03796794
civicplus.com0.010.04096694
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dominodatalab.com0.010.02995094
peering.com0.010.0093092
hopsworks.ai0.010.02795694
neptune.ai0.010.033962595
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v2cloud.com0.010.024961795
timescale.com0.010.04596794
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scaleright.io0.010.00000
redis.io0.010.055974796
prowess.io0.010.0093092
lightsail.aws.amazon.com0.010.00000
leanix.net0.010.02995694
granicus.com0.010.046964095
gartner.com0.010.061972495
dataproc.googleapis.com0.010.000094
cloud.redhat.com0.010.0003195
civo.com0.010.02695694
warp.dev0.010.037951895
voltdb.com0.010.024961295
vertica.com0.010.03796594
sst.dev0.010.030952495
splunk.com0.010.050972095
renci.org0.010.025961995
optimizely.com0.010.063972295
opentelekomcloud.com0.010.0095094
microsoftazure.com0.010.01195294
microsoft.azure.com0.010.000194
forrester.com0.010.057971895
duckbillgroup.com0.010.03495094
density.com0.010.0394092
cloudsigma.com0.010.02596694
clouddirect.net0.010.01295994
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tencentyun.com0.010.01595090
sumologic.com0.010.041961394
serverless.com0.010.042962895
n2ws.com0.010.024951995
infraon.com0.010.00000
dynatrace.com0.010.049961595
motherduck.com0.010.029952595
virginia.edu0.010.049971395
segment.com0.010.058974395
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exeo.io0.010.00000
vmware.tanzu.cn0.010.00000
virtustream.com0.010.02395094
rstudio.com0.010.051963095
nordcloud.com0.010.022961395
474 domainsAll results shown