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Market Research Insights Firms

Startup Product Founder

Dominant · Avg Search Engine Rank ρ=-0.305

A founder de-risking on runway: customer discovery, concept and pricing tests, and messaging validation in days or weeks, delivered as practical recommendations rather than reports.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
370Domains Tracked
7.3MReddit Posts
17KWikipedia Articles
2.1MOpen Web Matches
Startup Product Founder_persona.report
DomainScore
userinterviews.com
119.2
respondent.io
67.0
dscout.com
19.6
maze.co
15.8
usertesting.com
11.5
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Everything on this page is open: the full signal correlations and every tracked domain. Inside the individual reports, most tables and charts show only the top few results. The complete report unlocks every row, chart, and download for this industry.

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Segment Signals

Signal correlations: Startup Product Founder

Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern below.

Signalρ (Spearman)nRank Influence
Avg Search Engine Rank-0.3059.3%13Dominant
Best Search Engine Rank-0.2224.9%13Strong
Reddit Comments+0.1482.2%232Confirmed
Homepage Keywords+0.1482.2%149Confirmed
Reddit Posts+0.1281.6%224Confirmed
SE Outbound Links+0.1101.2%199Confirmed
Common Crawl+0.1061.1%254Confirmed
Search Engine Appearances+0.0950.9%13Emerging
Host PageRank+0.0760.6%307Emerging
Host Harmonic Centrality+0.0680.5%307Emerging
Wikipedia Citations-0.0610.4%130Emerging
Wikidata+0.0560.3%48Emerging
Domain Backlinks-0.0540.3%276Emerging
Harmonic Centrality History-0.0450.2%308Baseline
Host Backlinks+0.0320.1%268Baseline
Domain PageRank+0.0320.1%307Baseline
Domain Harmonic Centrality+0.0090%307Baseline
PageRank History+0.0030%308Baseline
Domains

Tracked domains

The 370 domains behind the "domains tracked" stat for Startup Product Founder: every domain the LLM recommendation runs surfaced for this persona's queries, ranked by the same influence-weighted recommendation score the LLM Search Visibility report uses. Appearances counts how many times models recommended the domain across all runs. PageRank and Harmonic Centrality are the domain's current 0-100 authority in the Common Crawl web graph; 0 means the domain was not found in the graph. Click a domain name for its full site profile: authority history, backlink counts, and top backlink sources.

DomainLLM ScoreAppearancesPageRankHarmonic Centrality
userinterviews.com119.21284096
respondent.io67.01062795
dscout.com19.6863196
maze.co15.8623896
usertesting.com11.5514797
wynter.com10.7333095
gutcheckit.com9.4171795
sprig.com8.6412895
askable.com8.2251795
zappi.io8.1152495
attest.com6.323695
savanta.com6.373095
rivaltech.com6.121595
rivaliq.com6.123996
sago.com5.592495
askwonder.com4.232795
waveup.com4.121795
leanmarketresearch.co.uk4.0100
antennasights.com4.0100
lookback.com3.222795
rvaresearch.com3.11095
rivainsights.com3.1100
indieinsights.com3.11093
aytm.com3.0183095
remesh.ai2.8222795
suzy.com2.8202495
bixaresearch.com2.621795
prolific.com2.6202996
askattest.com2.453695
greatquestion.co2.3182395
pearinsights.com2.31093
growthpanel.com2.31092
newtonx.com2.0112096
winterlightlabs.com2.02995
glginsights.com1.8122595
validately.com1.3262196
qualtrics.com1.3196597
quantilope.com1.392595
trymata.com1.243096
typeform.com1.2116397
userzoom.com1.2123695
pollfish.com1.1123196
outsighter.com1.11093
userresearch.com1.12194
playbookux.com1.0172395
winterlight.co1.011596
unsupervised.com1.011595
lyssna.com1.043395
pickfu.com0.963096
fuelcycle.com0.871795
midsailresearch.com0.81093
loom.com0.825697
prevalidated.com0.7100
newmarketresearch.com0.71092
foundercollective.com0.711995
cleverx.com0.71995
zintro.com0.722596
greenbook.org0.743496
opinionx.co0.631895
survata.com0.692295
alphasights.com0.622395
upsiide.com0.651395
diginsights.com0.612495
surveymonkey.com0.6106597
wwr.research0.6100
walnutq.com0.6100
ericminter.com0.61093
beauhurst.com0.612495
glimpse.com0.65395
reforge.com0.533496
useberry.com0.522995
gainsight.com0.534696
hotjar.com0.5116097
outset.ai0.521995
survicate.com0.453896
alphahq.com0.451395
philomathresearch.com0.41895
userinterview.com0.41494
userintercom.com0.4100
userinteractioins.com0.4100
userinteractinc.com0.4100
userinteract-inc.com0.4100
audience.io0.412395
validet.com0.4100
glimpsehere.com0.41795
spherical.cc0.4100
helio.app0.322195
cint.com0.383596
dovetail.com0.343695
g2.com0.375997
ballparkhq.com0.331795
userintuition.ai0.31995
prodcamp.com0.311896
letshighlight.com0.311195
askablepanel.com0.31093
praxiainsights.com0.31094
centiment.co0.331695
catalant.com0.321995
morningconsult.com0.315797
bridgete.com0.31093
boldstart.com0.31093
lucidya.com0.313195
ideashift.com0.31095
fireproof.com0.31093
suzyresearch.com0.2200
notion.so0.235797
interq-research.com0.211095
sparktoro.com0.214496
uservalue.io0.2100
prolific.co0.212295
evidenza.com0.21093
startupycombinator.com0.2100
skimlinks.com0.213896
ethnographia.com0.2200
bravado.co0.212095
userlytics.com0.252896
lookback.io0.232596
alpha.co0.24093
reach3insights.com0.211595
zappistore.com0.211095
lucidhq.com0.213194
pegg.co0.21094
lanpdt.com0.211595
helix-hq.com0.2100
feedbackloop.com0.211995
vanecksmith.com0.1100
antidote.me0.111995
validationlab.com0.1100
leanstack.com0.113195
upwave.com0.112996
appinio.com0.112795
gwi.com0.144797
fieldwork.com0.121696
stridegroup.co0.1100
respondent.com0.11093
ethnographylab.com0.11095
catalystmr.com0.11394
bazisgroup.com0.11194
survey.io0.121395
userleap.com0.111395
glimpsea.com0.11093
betafish.co0.11093
belloinsights.com0.11093
focusvision.com0.154196
userbob.com0.121195
playbookresearch.com0.1200
demandbase.com0.134797
readytolaunchresearch.com0.11194
gliaigroup.com0.1100
ethn.io0.152895
reflektion.com0.121795
startuprunner.com0.11195
cwiresearch.com0.1100
alpha.io0.13195
ollie.ai0.121295
nimblyinsights.com0.11095
heliumresearch.com0.11095
beta.userspots.com0.1100
antidote.gg0.11394
antidote.co0.1100
antedote.com0.11695
gxreflect.com0.1100
gliagroup.com0.1100
gapscout.com0.11995
drg.global0.11595
drg.co0.11093
alida.com0.113095
surveysparrow.com0.123996
typerform.com0.11093
playbook.com0.112996
fuelcyclestudios.com0.1100
tolunacorporate.com0.133495
lucidum.com0.1100
kadence.com0.142795
visionone.co.uk0.111095
tryremesh.com0.1100
numerator.com0.113695
lennyrachitsky.com0.111895
curioninsights.com0.111795
classicsystematic.com0.1100
biosdrop.com0.11093
curio-research.com0.1200
kantar.com0.145197
productable.co0.1100
mordorintelligence.com0.114997
materialplus.io0.113695
helium.ai0.11093
maze.com0.12794
wedgeplatform.com0.1100
userbrain.com0.112195
stratifyd.com0.111195
awesomic.design0.11094
alkemics.com0.111696
surveygizmo.com0.144596
buzzback.com0.111195
strategyanalytics.com0.123496
glm.co0.11093
outwitly.com0.131095
rensis.io0.1100
opinioncapture.com0.1100
censuswide.com0.123095
userbit.com0.121395
asknicely.com0.122995
lucid.co0.123796
optimalworkshop.com0.123696
newzoop.com0.1100
qualaroo.com0.133795
alpha.com0.121895
springboardresearch.com0.11395
klue.com0.112795
hockeystick.co0.11895
ethnio.com0.11595
cooltribe.com0.11095
validateideas.com0.01095
mix.com0.015196
articos.io0.0100
gaininsights.com0.0200
getapp.com0.014697
cruxfinder.com0.01395
borderlessaccess.com0.021095
ladder.io0.012295
indicative.com0.012495
greatquestion.com0.011195
glideconsulting.com0.01093
glide.co0.012194
footprint.ai0.0100
mprolabs.com0.0100
feedbackwrench.com0.021795
mixpanel.com0.025197
prelaunch.com0.011795
prefab.vc0.0100
playtestcloud.com0.011595
notably.ai0.011495
gaborgranger.com0.0100
fuelinsights.com0.01093
zephr.com0.012895
wonder.dev0.01094
wedge.co0.0100
researchnester.com0.013395
protocol4.com0.0100
momentive.ai0.012495
listening.co0.0100
haus.io0.012495
awr.ai0.0100
cascadeinsights.com0.011495
sprintiq.com0.0100
researchly.com0.0100
platform.sprig.com0.0100
outsmartinsights.com0.0100
driveresearch.com0.013695
civiccomputing.com0.014795
upwork.com0.015297
newmr.com0.01095
momently.com0.011395
formlabs.com0.014696
vargas.co0.01093
helpfull.com0.012595
mattr.com0.01595
capterra.com0.015496
trello.com0.015797
superhuman.design0.0100
strategyzer.com0.013896
digsite.com0.01795
claritychi.com0.011595
census.com0.01095
awesometechstack.com0.01495
alphaux.com0.0100
thinkwithgoogle.com0.015697
loop11.com0.013196
forsta.com0.013396
evidence.com0.012395
airtable.com0.015797
wonder.inc0.01094
wgsn.com0.013496
tryuserwell.com0.0100
trends.co0.011895
sparkbay.com0.012195
responsesource.com0.012895
novobility.com0.0100
motiffoundry.com0.0100
mazedesign.com0.01095
atten.com0.01795
alphabeta.dev0.0100
uxcam.com0.013595
momentumresearch.com0.0100
craft.co0.012796
carrd.co0.015197
prelaunch.co0.01093
pendo.com0.011395
figma.com0.016297
testingtime.com0.012295
researchrabbit.com0.01092
optimove.com0.014096
crunchbase.com0.015497
wyzowl.com0.014896
kaleidoinsights.com0.01795
intuitionhq.com0.01495
gutcheck.com0.01093
forrester.com0.015797
criterion.global0.0100
cristallum.co0.0100
civicscience.com0.013596
civicom.com0.01093
alphabeta.io0.01895
toluna.com0.012796
recollective.com0.012095
poptin.com0.014096
mopinion.com0.013195
marketade.com0.01594
heretofind.com0.01093
census.io0.01093
thematic.co0.01395
sellerlabs.com0.013296
reveal-images.com0.0100
reflektiv.com0.01095
proalde.com0.01093
kahoot.com0.014097
iggycast.com0.0100
glimpzit.com0.01495
fieldworkhub.com0.01895
crazyegg.com0.015697
corality.com0.01395
trends.google.com0.0100
nielsen.com0.015697
google.com0.0100
conceptfeedback.com0.011195
productbench.co0.01194
pragli.com0.01995
mazarine.com0.011895
catalyst.dev0.012895
appcues.com0.015096
intercom.com0.025896
test.io0.012195
painterly.co0.0100
metabase.com0.013596
ipsos.com0.016097
getfeedback.com0.013795
zejalabs.com0.0100
trymyui.com0.012995
tempoquest.com0.01595
superhuman.com0.013896
questionpro.com0.014296
maptive.com0.013095
ightmrkt.com0.0100
hellopredict.com0.011195
georgelovesyou.com0.01093
civicplus.com0.014096
answerlab.com0.011395
alpha-analytics.co0.01093
productvalidated.com0.0100
optimalsort.com0.01795
insightsfirst.com0.0100
growthhackers.com0.013696
fieldworkhq.com0.011595
experienceinsights.ai0.0100
discout.co0.01093
altdatalabs.com0.01093
yougov.com0.015097
productboard.com0.014496
optimistiq.com0.01095
topic.com0.012295
thesiliconreview.com0.013196
horowitzresearch.com0.012295
gladly.com0.013895
clarityapp.com0.012995
amplitude.com0.015397
surveyhero.com0.013096
opinionlab.com0.013195
idealsight.com0.01093
gallup.com0.015797
Report Types

Explore reports

LLM vs Fanout vs AI Search vs Organic

Pick a model per channel and compare recommendation patterns across LLM, fanout, AI Search, and organic results side by side.

LLM Search Visibility

How this industry performs across the large language models sampled in this report.

LLM Search+Fanout Visibility

The same LLM recommendation ranking, scoped to just the web-search-augmented (fanout) runs.

LLM Fanout Queries

The exact web searches each LLM ran while answering this segment's questions, with overlap across models.

AI Search Visibility

AI-powered search surfaces sit between traditional search and pure LLM chat.

Organic Search Visibility

Backlink authority and on-page signals that drive traditional organic visibility.

Bing Search Advertisers

Top and bottom advertisers on Bing (Google has no ads in this data), ranked by rank-weighted score.

Organic Search: Suggested Terms

Suggested search terms from Google and Bing, ranked by rank-weighted score.

Forum Search

Domains appearing in Google forum results for this segment's queries, by rank-weighted score and appearances.

News Search

Domains appearing in Google news results for this segment's queries, by rank-weighted score and appearances.

Video Search

Domains appearing in Google video results for this segment's queries, by rank-weighted score and appearances.

Short Video Search

Domains appearing in Google short-video results for this segment's queries, by rank-weighted score and appearances.

Top Wikipedia Pages

The Wikipedia articles where this segment's topics and brands appear, plus articles with zero brand presence.

Knowledge Graph Entities

The Wikidata entities matching this segment's topics and brands, and which brands have no entity at all.

Top Subreddits

The communities where this segment's topics and brands get discussed, ranked by submissions and comments.

Reddit Activity Trends

Monthly Reddit activity for this segment's topics and brands, from 2005 through mid-2026.

Top Domains on Reddit

The websites Reddit links to and mentions alongside this segment's topics, in comments and submissions.

Open Web Presence

Domains appearing together with this segment's topics across billions of crawled web pages.

Top Backlink Sources

The websites linking to the most tracked domains in this segment, from the web link graph.

Content Phrases

Top phrases LLMs associate with this industry or persona, ranked by recommendation strength.

Persona SEO Keywords

Top SEO keyword terms LLMs associate with this persona, ranked by recommendation strength.

Base Terms

Foundational search terms LLMs associate with this persona, ranked by recommendation strength.

UGC Questions & FAQs

Questions people are asking, mined from forum, news, and video result titles, with the URLs each question appears on.

Research: Award Submissions

Domains ranking for this persona's award submissions queries.

Research: Blogs, Publishers, Newsletters

Domains ranking for this persona's blogs, publishers, newsletters queries.

Research: Certifications

Domains ranking for this persona's certifications queries.

Research: Conferences, Trade Shows

Domains ranking for this persona's conferences, trade shows queries.

Research: Courses, Training

Domains ranking for this persona's courses, training queries.

Research: Donors, Sponsors, Partnerships

Domains ranking for this persona's donors, sponsors, partnerships queries.

Research: Experts

Domains ranking for this persona's experts queries.

Research: Forums, Message Boards

Domains ranking for this persona's forums, message boards queries.

Research: Glossaries

Domains ranking for this persona's glossaries queries.

Research: Guest Posts

Domains ranking for this persona's guest posts queries.

Research: Guides, Best Practices

Domains ranking for this persona's guides, best practices queries.

Research: Link Directories

Domains ranking for this persona's link directories queries.

Research: Non-profits

Domains ranking for this persona's non-profits queries.

Research: Podcast Guests

Domains ranking for this persona's podcast guests queries.

Research: Professional Orgs

Domains ranking for this persona's professional orgs queries.

Research: Reports, Stats, Research

Domains ranking for this persona's reports, stats, research queries.

Research: Speaker Proposals

Domains ranking for this persona's speaker proposals queries.

Research: Suggested Links

Domains ranking for this persona's suggested links queries.

Research: Tools

Domains ranking for this persona's tools queries.

Research: Top, Best Companies

Domains ranking for this persona's top, best companies queries.

Research: Trade Journals

Domains ranking for this persona's trade journals queries.