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Enterprise Search Knowledge Copilots

Product Engineering VP

LLM Search Visibility
Dominant · Best Search Engine Rank ρ=0.566

AI recommendation signal analysis across 259 domains for the Product Engineering VP persona in Enterprise Search Knowledge Copilots.

259Domains Tracked
31.0MReddit Posts
20KWikipedia Articles
3.4MOpen Web Matches
Product Engineering VP_persona.report
DomainScore
glean.com
194.5
atlassian.com
30.5
guru.com
29.9
coveo.com
26.7
elastic.co
17.6
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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.

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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

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 Product Engineering VP queries. 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 Product Engineering VP, 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
glean.com194.51108.236961595
atlassian.com30.5856.365973095
guru.com29.9765.736961595
coveo.com26.7886.54696795
elastic.co17.6997.457972795
sourcegraph.com10.6413.042963295
notion.so8.9513.857973796
slack.com6.6312.363976396
getguru.com6.6181.34096794
perplexity.com6.590.728951194
microsoft.com5.5322.480974896
sinequa.com5.4392.92195294
algolia.com5.0624.649972895
moveworks.com4.9201.530951094
kapa.ai4.0171.340951794
lucidworks.com3.9342.529962195
hebbia.com3.7100.72596494
venturebeat.com2.310.155975096
mendable.ai2.1191.41395694
anthropic.com1.670.558973495
gitbook.com1.560.465973595
augmentcode.com1.410.132961494
dust.tt1.4141.030962295
stackoverflow.co1.4151.146972595
onyx.app1.330.224951995
danswer.ai1.2110.8895093
swimm.io1.1120.922951695
searchunify.com1.080.62195094
unblocked.com0.960.4094093
slab.com0.9110.835962495
github.com0.9120.982978697
neo4j.com0.920.142963695
slite.com0.9151.135962795
unleash.so0.990.71796494
openai.com0.860.464975796
sana.ai0.890.72095794
sourcedgraph.com0.810.10000
nomic.ai0.810.130961594
altimetrik.com0.810.12096294
dashworks.ai0.890.71795894
alphasense.com0.870.51595094
g2.com0.830.259972995
perplexity.ai0.710.155973795
stack-ai.com0.780.624951195
google.com0.760.40000
swiftype.com0.7201.531962595
getunblocked.com0.720.133951495
stackoverflowteams.com0.630.21896695
unblocked.dev0.520.1093092
gretel.ai0.520.125961795
unblocked.ai0.520.1092091
nuclia.com0.410.11295794
getdx.com0.410.131962295
getcortexapp.com0.410.11595093
hebbia.ai0.420.11996494
confluence.atlassian.com0.4110.8004596
ask.dropbox.com0.410.10000
gosearch.ai0.420.11795194
haystack.ai0.410.1495092
atronix.com0.410.1394093
swirlai.com0.410.1695294
notion.com0.330.247972695
shelf.io0.360.427961895
stack.ai0.340.3895594
googlecloud.com0.320.1495094
sourcesage.co0.310.1395093
getcomm.com0.310.10000
doctools.ai0.310.10000
clickup.com0.310.149974196
sierra.ai0.310.129952195
gptgo.ai0.310.11496795
giskard.ai0.310.121951194
gather.ai0.310.11595994
unravel.tech0.240.3495495
cody.dev0.220.11094594
gitlab.com0.260.463975796
visualsp.com0.210.11896794
sema4.ai0.210.120951494
rewatch.com0.210.117951095
cloud.google.com0.230.20000
ana.com0.210.1595493
alpha-sense.com0.220.13095694
devrev.ai0.250.435952295
inkeep.com0.210.126961795
gitbook.io0.240.354971195
yext.com0.230.246961595
atlan.com0.220.133962595
unify.ai0.230.218951495
unstruk.com0.220.169500
document360.com0.250.439953195
tabnine.com0.210.138972195
aws.amazon.com0.240.30000
codeium.com0.210.141962995
vectara.com0.120.125961595
writer.com0.110.140963495
khoj.dev0.150.41695895
thinkmika.com0.110.1093093
starmind.com0.110.117951194
stackoverflow.com0.110.165976596
greptile.com0.110.136951095
sourcesage.com0.110.10000
goopendata.com0.110.1093092
docs.bito.ai0.110.100294
kendra.aws.amazon.com0.140.30000
mem.ai0.120.126961595
deepset.ai0.150.43295995
bloocean.com0.110.1093093
unstructured.io0.110.129952195
npmjs.com0.110.167974695
athena.ai0.110.1495094
aleph-alpha.com0.110.126962095
mintlify.com0.110.152952995
unraveldata.com0.120.120961094
atlas.mindaro.com0.110.10000
atlas.hashicorp.com0.110.1001795
atlas.enterpriseai.io0.110.10000
unravel.com0.110.11195994
kore.ai0.110.130962195
cortext.ai0.110.10000
sinettica.com0.110.10000
lucy.ai0.110.11295193
goop.ai0.110.1194093
eficode.com0.110.12995394
codeant.ai0.110.12195694
document360.io0.120.139961595
ypresafe.com0.120.10000
unblocked.zip0.110.10000
mavenagi.com0.110.12195194
stackoverflowteams.co0.110.10000
prismic.io0.110.154973095
moz.com0.110.157975396
atlas.so0.110.11595694
knowledgehq.com0.110.1093092
khoros.com0.110.148973795
kensho.com0.110.125951695
kendra.ai0.110.10000
docugami.com0.110.11695193
alfred.delivery0.110.1694093
pinecone.io0.120.139962395
onboard.ai0.110.1093092
zendesk.com0.120.168973095
heylama.com0.110.1794193
heygpt.com0.110.10000
wandb.ai0.110.140963495
lumapps.com0.110.13396894
attivio.com0.020.11495093
getmerlin.com0.010.1093093
orchestrac.com0.010.10000
azure.microsoft.com0.010.1005696
cortex.io0.020.13295795
lucid.co0.010.137963595
kapture.io0.010.1495194
kagool.com0.010.11195093
jira.atlassian.com0.010.1003095
corp.inc0.010.109202
stack-hq.com0.010.10000
heydoc.ai0.010.1093093
mendable.io0.010.10000
bito.ai0.010.119951195
searchblox.com0.010.12195094
devv.ai0.010.11195794
cody.io0.010.1094094
ypresence.com0.010.10000
ypredict.ai0.010.1695594
sweetr.ai0.010.10000
mindbreeze.com0.010.12395093
bauble.ai0.010.10000
alfresco.com0.010.13396694
tettra.com0.010.133952595
freshdesk.com0.010.157973496
searchius.com0.010.1093093
zeta-alpha.com0.010.12095194
web.liveagent.com0.010.10000
scope3.com0.010.137962594
musigma.com0.010.1195094
linearb.io0.010.127952195
gist.ai0.010.11495394
thoughtspot.com0.020.136961495
kustomer.com0.020.13396894
datadoghq.com0.020.152972595
weaviate.io0.010.137963495
minervaai.com0.010.109300
doc.ai0.010.117961095
searchunified.com0.020.10000
luminai.com0.010.11295293
hyperscience.com0.010.121951095
droxia.ai0.010.10000
bloomba.com0.010.1294094
agolo.com0.010.11495093
velt.dev0.010.128961095
readme.com0.010.149955095
pendo.com0.010.11395594
mosaic.ai0.010.1194094
minsearch.com0.010.1094093
graphite.io0.010.128952295
continue.dev0.010.133952495
oliver.ai0.010.1093093
kustomer.ai0.010.119400
appsmith.com0.010.12895594
answerai.com0.010.1093092
databricks.com0.020.150973295
port.io0.010.12596795
haystack.de0.010.1094093
evisort.com0.010.11795294
bloooui.com0.010.10000
zettelkasten.com0.010.1194092
yurainfinity.com0.010.10000
ayfie.com0.010.1495094
attaio.com0.010.100092
askwell.com0.010.10000
trellix.com0.010.143961094
sitecore.com0.010.148961495
redis.io0.010.155974796
pulse.so0.010.1094093
orq.ai0.010.121961395
coda.io0.010.148974696
attenua.com0.010.1093092
synthesia.io0.010.145972195
neptune.ai0.010.133962595
cortexapp.com0.010.1195094
confluence.com0.010.11995694
algolia.ai0.010.1093092
workona.com0.010.127961594
tribe.so0.010.132961895
palantir.com0.010.137961895
meilisearch.com0.010.134951495
fabricatedknowledge.com0.010.11895092
xenonstack.com0.010.12595094
wix.com0.010.173976895
thoughtworks.com0.010.145961895
swifttx.com0.010.1093093
pypestream.com0.010.12395194
knowledgeowl.org0.010.10000
kasm.ai0.010.10000
ibm.com0.010.166973895
hpe.com0.010.150972295
stackexchange.com0.010.155973495
sourcetrail.com0.010.11695595
otter.ai0.010.143973996
mem.tech0.010.1193192
contentful.com0.010.150961995
ahydiv.com0.010.10000
vector.ai0.010.1194094
logz.io0.010.136952595
kaito.com0.010.1093091
intercom.com0.010.158962695
graphqleditor.com0.010.115951295
getdbt.com0.010.141961795
datadog.com0.010.126961495
clarabridge.com0.010.14395194
salesforce.com0.010.165973796
relevance.ai0.010.11395695
memsql.com0.010.12795994
langchain.com0.010.150972295
company.google.com0.010.10000
thinkenterprise.ai0.010.10000
quora.com0.010.10000
sprinklr.com0.010.155972095
gainsight.com0.010.146961295