GEO AUDIT  ·  BRAND-ONLY

VulnCheck.

A look at how VulnCheck is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Sitevulncheck.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedAugust 10, 2026  ·  by AUQ
AI Visibility Score
51
out of 100. Competitive band. VulnCheck is cited in 18 of 39 AI answers. It shows up on Vulnerability Intelligence, Exploit Intelligence, Vulncheck. It is absent on Threat Intelligence, Known Exploited Vulnerabilities, Vulnerability Prioritization.
Verified AI Overview citations
18
VulnCheck's brand is cited in 18 of the 39 AI-answer queries we tested.
AI answer trigger rate
100%
Google's AI answer box fires on 39 of 39 tracked queries.
Citation rate when AI answers
46%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

VulnCheck scores 51 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

VulnCheck is cited in 18 of 39 AI answers. It shows up on Vulnerability Intelligence, Exploit Intelligence, Vulncheck. It is absent on Threat Intelligence, Known Exploited Vulnerabilities, Vulnerability Prioritization.

AI answers fire on 100% of tracked queries, yet VulnCheck is quoted in only 46% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
51
Competitive band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers46 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand67 / 100
  • Topic coverage breadth50 / 100
  • Your pages being quoted46 / 100
IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Vulnerability Intelligence

VulnCheck - Outpace Adversaries 2026 1H State of Exploitation Report is live Learn More Products Government Resources Community Company Partners Sign In / Join Sign In Introducing VulnCheck Canary Intelligence Outpace Adversaries Unprecedenvulncheck.com, 2026

Differentiators it leads with: Vulnerability Intelligence, Exploit Intelligence, Threat Intelligence, Known Exploited Vulnerabilities.

What Google's AI says

Recognized in AI answers for Vulnerability Intelligence, Exploit Intelligence, Vulncheck

Cited as a provider on Vulnerability Intelligence, Exploit Intelligence, Vulncheck queries.
Appears alongside youtube.com, reddit.com, gartner.com.
The core gap
VulnCheck presents as vulnerability intelligence, exploit intelligence, threat intelligence, known exploited vulnerabilities, vulnerability prioritization. AI Overviews cite it on Vulnerability Intelligence, Exploit Intelligence, Vulncheck and it is absent on Threat Intelligence, Known Exploited Vulnerabilities, Vulnerability Prioritization.
Words AI uses for the brand
Vulnerability IntelligenceExploit IntelligenceVulncheck
The brand's own pillars that AI omits
Threat IntelligenceKnown Exploited VulnerabilitiesVulnerability PrioritizationCited source on vendor and comparison queries
CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

TopicPresence in AI answersBuyer intent
Vulnerability IntelligenceOwnedpositioning
Exploit IntelligenceOwnedpositioning
VulncheckOwnedcomparison
Threat IntelligenceInvisiblepositioning
Known Exploited VulnerabilitiesInvisiblepositioning
Vulnerability PrioritizationInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: VulnCheck appears on 3 of 6 themes.

Solution Aware. Owned on Vulnerability Intelligence, Exploit Intelligence, Vulncheck; absent on Threat Intelligence, Known Exploited Vulnerabilities, Vulnerability Prioritization.

Alternatives. 0 themes name the brand without citing it; 21 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords
39
Brand, category, and comparison queries analyzed.
AI answers fired
39
100% of tracked queries trigger an AI Overview.
Times brand cited
18
46% citation rate when AI answers.
Total brand mentions
18
Across all observed AI responses.
QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means VulnCheck's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

QueryTypeVulnCheck in the AI answerTop sources cited
best vulnerability intelligencePositioningAbsentbitsight.com, recordedfuture.com, intel471.com
vulnerability intelligence vendorsPositioningCitedflashpoint.io, intel471.com, gartner.com
vulnerability intelligence solutionsPositioningCitedflashpoint.io, bitsight.com, loginsoft.com
vulnerability intelligence softwarePositioningAbsentflexera.com, cognyte.com, tenable.com
vulnerability intelligence platformPositioningCitednucleussec.com, intel471.com, loginsoft.com
top vulnerability intelligence providersPositioningAbsentorca.security, gartner.com, recordedfuture.com
vulnerability intelligence comparisonPositioningCitedflashpoint.io, bitsight.com, wiz.io
best exploit intelligencePositioningCiteddocs.vulncheck.com, bitsight.com, cycognito.com
exploit intelligence vendorsPositioningCitedvulncheck.com, exodusintel.com, flashpoint.io
exploit intelligence solutionsPositioningCitedvulncheck.com, bitsight.com, cycognito.com
exploit intelligence softwarePositioningCitedvulncheck.com, cycognito.com, bitsight.com
exploit intelligence platformPositioningCitedcycognito.com, vulncheck.com, docs.vulncheck.com
top exploit intelligence providersPositioningCitedflashpoint.io, cycognito.com, bitsight.com
exploit intelligence comparisonPositioningCitedbitsight.com, vulncheck.com, cycognito.com
best threat intelligencePositioningAbsentgartner.com, wiz.io, anomali.com
threat intelligence vendorsPositioningAbsentkroll.com, shadowdragon.io, cloudsek.com
threat intelligence solutionsPositioningAbsentlearn.microsoft.com, analyst1.com, cloudsek.com
threat intelligence softwarePositioningAbsentreddit.com, shadowdragon.io, paloaltonetworks.com
threat intelligence platformPositioningAbsentthreatintelligenceplatform.com, reddit.com, misp-project.org
top threat intelligence providersPositioningAbsentreddit.com, gartner.com, anomali.com
threat intelligence comparisonPositioningAbsentexabeam.com, gartner.com, wiz.io
best known exploited vulnerabilitiesPositioningAbsentcisa.gov, armosec.io, blog.qualys.com
known exploited vulnerabilities vendorsPositioningCitedcisa.gov, medium.com, armosec.io
known exploited vulnerabilities solutionsPositioningAbsentcisa.gov, armosec.io, medium.com
known exploited vulnerabilities softwarePositioningAbsentcisa.gov, armosec.io, youtube.com
known exploited vulnerabilities platformPositioningAbsentcisa.gov, picussecurity.com, armosec.io
top known exploited vulnerabilities providersPositioningCitedcisa.gov, cybersecuritydive.com, cyber.gov.au
known exploited vulnerabilities comparisonPositioningCitedvulncheck.com, picussecurity.com, securin.io
best vulnerability prioritizationPositioningAbsentoligo.security, reddit.com, armosec.io
vulnerability prioritization vendorsPositioningAbsentsecpod.com, reddit.com, cycognito.com
vulnerability prioritization solutionsPositioningAbsentcheckpoint.com, wiz.io, n-able.com
vulnerability prioritization softwarePositioningAbsentcheckpoint.com, aquasec.com, cymulate.com
vulnerability prioritization platformPositioningAbsentpicussecurity.com, rapid7.com, wiz.io
top vulnerability prioritization providersPositioningAbsentsecpod.com, pdq.com, accuknox.com
vulnerability prioritization comparisonPositioningAbsentexpel.com, armosec.io, safe.security
alternatives to VulnCheckComparisonCitedvulncheck.com, slashdot.org, docs.vulncheck.com
VulnCheck vs Recorded FutureComparisonCitedvulncheck.com, recordedfuture.com, youtube.com
VulnCheck vs TenableComparisonCitedvulncheck.com, peerspot.com, tenable.com
VulnCheck vs Rapid7ComparisonCitedvulncheck.com, exabeam.com, reddit.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 54% of AI-answer queries

VulnCheck is cited in 18 of the 39 AI answers we triggered.

02

AI misreads the category

VulnCheck presents as vulnerability intelligence, exploit intelligence, threat intelligence, known exploited vulnerabilities, vulnerability prioritization. AI Overviews cite it on Vulnerability Intelligence, Exploit Intelligence, Vulncheck and it is absent on Threat Intelligence, Known Exploited Vulnerabilities, Vulnerability Prioritization.

TOP THREE MOVES
01

Win presence on Threat Intelligence

Impact high · effort medium · 30 to 60 days

02

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

03

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI citesPagesContext
youtube.com14Cited on 14 of the queries we tested.
reddit.com10Cited on 10 of the queries we tested.
gartner.com9Cited on 9 of the queries we tested.
orca.security8Cited on 8 of the queries we tested.
cloudsek.com7Cited on 7 of the queries we tested.
wiz.io7Cited on 7 of the queries we tested.
cisa.gov7Cited on 7 of the queries we tested.
pdq.com6Cited on 6 of the queries we tested.
safe.security6Cited on 6 of the queries we tested.
shadowdragon.io6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations VulnCheck is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.
AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of VulnCheck on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 14 of the tested queries.
reddit.comCited on 10 of the tested queries.
gartner.comCited on 9 of the tested queries.
orca.securityCited on 8 of the tested queries.
cloudsek.comCited on 7 of the tested queries.
wiz.ioCited on 7 of the tested queries.
cisa.govCited on 7 of the tested queries.
pdq.comCited on 6 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries VulnCheck is missing.
90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1  ·  Days 1 to 30
  • Publish solution and comparison pages for Threat Intelligence, Known Exploited Vulnerabilities, Vulnerability Prioritization.
  • Build linkable comparison assets so AI Overviews can cite the brand's own domain.
Month 2  ·  Days 31 to 60
  • Earn placement in third-party best-of listicles and review sites the AI cites.
  • Seed community and review presence where AI Overviews pull trust signals.
Month 3  ·  Days 61 to 90
  • Expand owned comparison content across decision-stage queries.
  • Re-audit to confirm invisible themes move to cited and track citation share.