GEO AUDIT  ·  BRAND-ONLY

ArmorCode.

A look at how ArmorCode 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.

Sitearmorcode.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedInvalid Date  ·  by AUQ
AI Visibility Score
46
out of 100. Low band. ArmorCode is cited in 8 of 39 AI answers. It shows up on Application Security Posture Management, Armorcode. It is absent on Vulnerability Management, Exposure Management.
Verified AI Overview citations
8
ArmorCode's brand is cited in 8 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
21%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

ArmorCode scores 46 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

ArmorCode is cited in 8 of 39 AI answers. It shows up on Application Security Posture Management, Armorcode. It is absent on Vulnerability Management, Exposure Management.

AI answers fire on 100% of tracked queries, yet ArmorCode is quoted in only 21% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
46
Low band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers62 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand83 / 100
  • Topic coverage breadth33 / 100
  • Your pages being quoted21 / 100
Work with AUQ

We don't hand you a report and walk away. We execute it.

AUQ is an execution team, not a consultancy. We ship the fixes, content, and citations this audit calls for — and we work month-to-month, so we re-earn the engagement every 30 days.

Start with a month → No long-term contracts
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
Application Security Posture ManagementOwnedpositioning
ArmorcodeOwnedcomparison
Software Supply Chain SecurityPartialpositioning
Appsec OrchestrationPartialpositioning
Vulnerability ManagementInvisiblepositioning
Exposure ManagementInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: ArmorCode appears on 2 of 6 themes.

Solution Aware. Owned on Application Security Posture Management, Armorcode; absent on Vulnerability Management, Exposure Management.

Alternatives. 16 themes name the brand without citing it; 15 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
8
21% citation rate when AI answers.
Total brand mentions
24
Across all observed AI responses.
Case Studies

This playbook has already worked. Here's the proof.

Executed by AUQ for B2B SaaS teams with the same gaps this audit found.

1,000+ Fraud.net AI citations earned in 6 months through GEO prompt research and content automation. Read the case study → +173% Microblink Organic traffic growth from technical SEO, content automation, and GEO-focused linkbuilding. Read the case study → +30,000 AKOOL Visits in 6 months via technical optimizations and content strategy we executed end-to-end. Read the case study → +200% DeepInfra Technical blog traffic growth from a blog redesign, author training, and SaaS linkbuilding. Read the case study →
Get results like these for ArmorCode → See all case studies
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 ArmorCode'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.

QueryTypeArmorCode in the AI answerTop sources cited
best application security posture managementPositioningNamed, not citedgartner.com, wiz.io, crowdstrike.com
application security posture management vendorsPositioningCitedcycode.com, armorcode.com, wiz.io
application security posture management solutionsPositioningCitedblackduck.com, paloaltonetworks.com, cycode.com
application security posture management softwarePositioningNamed, not citedwiz.io, cycode.com, apiiro.com
application security posture management platformPositioningNamed, not citedgartner.com, cycode.com, wiz.io
top application security posture management providersPositioningCitedg2.com, invicti.com, stackhawk.com
application security posture management comparisonPositioningCitedsnyk.io, paloaltonetworks.com, invicti.com
best vulnerability managementPositioningAbsentgartner.com, reddit.com, accuknox.com
vulnerability management vendorsPositioningAbsentgartner.com, crowdstrike.com, wiz.io
vulnerability management solutionsPositioningAbsentsentinelone.com, gartner.com, tenable.com
vulnerability management softwarePositioningAbsentcsrc.nist.gov, rapid7.com, microsoft.com
vulnerability management platformPositioningAbsentsentinelone.com, tenable.com, reddit.com
top vulnerability management providersPositioningAbsentsentinelone.com, gartner.com, accuknox.com
vulnerability management comparisonPositioningAbsentpdq.com, gartner.com, reddit.com
best exposure managementPositioningAbsentpaloaltonetworks.com, attaxion.com, plextrac.com
exposure management vendorsPositioningNamed, not citedg2.com, attaxion.com, gartner.com
exposure management solutionsPositioningAbsentcymulate.com, sentinelone.com, paloaltonetworks.com
exposure management softwarePositioningAbsentcymulate.com, sentinelone.com, crowdstrike.com
exposure management platformPositioningAbsenttenable.com, gartner.com, paloaltonetworks.com
top exposure management providersPositioningAbsentterra.security, attaxion.com, g2.com
exposure management comparisonPositioningAbsentcrowdstrike.com, ionix.io, sentinelone.com
best software supply chain securityPositioningAbsentanchore.com, oligo.security, wiz.io
software supply chain security vendorsPositioningNamed, not citedtldrsec.com, redhat.com, blackduck.com
software supply chain security solutionsPositioningNamed, not citedjfrog.com, aquasec.com, fossa.com
software supply chain security softwarePositioningNamed, not citedanchore.com, blackduck.com, oligo.security
software supply chain security platformPositioningNamed, not citedsnyk.io, crowdstrike.com, gartner.com
top software supply chain security providersPositioningNamed, not citedg2.com, tldrsec.com, checkmarx.com
software supply chain security comparisonPositioningNamed, not citedendorlabs.com, gartner.com, sentinelone.com
best appsec orchestrationPositioningNamed, not citedblackduck.com, invicti.com, tromzo.com
appsec orchestration vendorsPositioningCitedharness.io, blackduck.com, tromzo.com
appsec orchestration solutionsPositioningAbsentcycode.com, mend.io, forcerta.com
appsec orchestration softwarePositioningNamed, not citedblackduck.com, cycode.com, mend.io
appsec orchestration platformPositioningNamed, not citedcycode.com, harness.io, tromzo.com
top appsec orchestration providersPositioningCitedcycode.com, stackhawk.com, gartner.com
appsec orchestration comparisonPositioningNamed, not citedblackduck.com, convisoappsec.com, stackhawk.com
alternatives to ArmorCodeComparisonNamed, not citedgartner.com, cybersectools.com, g2.com
ArmorCode vs CycodeComparisonCitedcycode.com, gartner.com, stackhawk.com
ArmorCode vs ApiiroComparisonNamed, not citedcybersectools.com, stackhawk.com, apiiro.com
ArmorCode vs SnykComparisonCitedtopadvisor.com, appsecsanta.com, armorcode.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 79% of AI-answer queries

ArmorCode is cited in 8 of the 39 AI answers we triggered.

02

AI misreads the category

ArmorCode presents as application security posture management, vulnerability management, exposure management, software supply chain security, appsec orchestration. AI Overviews cite it on Application Security Posture Management, Armorcode and it is absent on Vulnerability Management, Exposure Management.

TOP THREE MOVES
01

Win presence on Vulnerability Management

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

IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Application Security Posture Management

ArmorCode: Remediate Less. Reduce Risk Faster. Skip to content Ready for EU Cyber Resilience Act compliance? Use our CRA Readiness Scorecard today Platform Platform Unified Exposure Management Agentic Workflows Integrations Take a Tour Custarmorcode.com, 2026

Differentiators it leads with: Unified Vulnerability Management, AI Exposure Management, Application Security Posture Management, Software Supply Chain Security.

What Google's AI says

Recognized in AI answers for Application Security Posture Management, Armorcode

Cited as a provider on Application Security Posture Management, Armorcode queries.
Appears alongside gartner.com, crowdstrike.com, sentinelone.com.
The core gap
ArmorCode presents as application security posture management, vulnerability management, exposure management, software supply chain security, appsec orchestration. AI Overviews cite it on Application Security Posture Management, Armorcode and it is absent on Vulnerability Management, Exposure Management.
Words AI uses for the brand
Application Security Posture ManagementArmorcode
The brand's own pillars that AI omits
Vulnerability ManagementExposure ManagementCited source on vendor and comparison queries
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
gartner.com24Cited on 24 of the queries we tested.
crowdstrike.com19Cited on 19 of the queries we tested.
sentinelone.com18Cited on 18 of the queries we tested.
youtube.com14Cited on 14 of the queries we tested.
paloaltonetworks.com13Cited on 13 of the queries we tested.
tenable.com13Cited on 13 of the queries we tested.
cycode.com12Cited on 12 of the queries we tested.
reddit.com12Cited on 12 of the queries we tested.
wiz.io11Cited on 11 of the queries we tested.
g2.com11Cited on 11 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations ArmorCode 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 ArmorCode on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
gartner.comCited on 24 of the tested queries.
crowdstrike.comCited on 19 of the tested queries.
sentinelone.comCited on 18 of the tested queries.
youtube.comCited on 14 of the tested queries.
paloaltonetworks.comCited on 13 of the tested queries.
tenable.comCited on 13 of the tested queries.
cycode.comCited on 12 of the tested queries.
reddit.comCited on 12 of the tested queries.
Key observation
gartner.com is the most-cited source across the queries ArmorCode 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 Vulnerability Management, Exposure Management.
  • 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.