GEO AUDIT  ·  BRAND-ONLY

Defense.com.

A look at how Defense.com 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.

Sitedefense.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedAugust 17, 2026  ·  by AUQ
AI Visibility Score
33
out of 100. Low band. Defense.com is cited in 3 of 38 AI answers. It shows up on Defense.Com. It is absent on Xdr, Siem, Managed Security.
Verified AI Overview citations
3
Defense.com's brand is cited in 3 of the 38 AI-answer queries we tested.
AI answer trigger rate
97%
Google's AI answer box fires on 38 of 39 tracked queries.
Citation rate when AI answers
8%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Defense.com scores 33 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Defense.com is cited in 3 of 38 AI answers. It shows up on Defense.Com. It is absent on Xdr, Siem, Managed Security.

AI answers fire on 97% of tracked queries, yet Defense.com is quoted in only 8% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
33
Low band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear97 / 100
  • Inclusion in category answers39 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand83 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted8 / 100
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

XDR

Defense.com™ - Powerful XDR platform with optional SIEM Platform Detection & Response Endpoint Protection AI-Powered Cyber Security Endpoint Detection and Response (EDR) Orbital Agent Integrations Managed SIEM Threat Recon Log Monitoring (Sdefense.com, 2026

Differentiators it leads with: XDR, SIEM, Threat Detection, Managed Security.

What Google's AI says

Recognized in AI answers for Defense.Com

Cited as a provider on Defense.Com queries.
Appears alongside youtube.com, gartner.com, crowdstrike.com.
The core gap
Defense.com presents as XDR, SIEM, threat detection, managed security, cybersecurity for SMB. AI Overviews cite it on Defense.Com and it is absent on Xdr, Siem, Managed Security.
Words AI uses for the brand
Defense.Com
The brand's own pillars that AI omits
XdrSiemManaged SecurityCited 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
Defense.ComOwnedcomparison
Threat DetectionPartialpositioning
XdrInvisiblepositioning
SiemInvisiblepositioning
Managed SecurityInvisiblepositioning
Cybersecurity For SmbInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Defense.com appears on 1 of 6 themes.

Solution Aware. Owned on Defense.Com; absent on Xdr, Siem, Managed Security.

Alternatives. 12 themes name the brand without citing it; 23 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
38
97% of tracked queries trigger an AI Overview.
Times brand cited
3
8% citation rate when AI answers.
Total brand mentions
15
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 Defense.com'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.

QueryTypeDefense.com in the AI answerTop sources cited
best xdrPositioningAbsentreddit.com, seceon.com, stellarcyber.ai
xdr vendorsPositioningAbsentseceon.com, gartner.com, aimultiple.com
xdr solutionsPositioningAbsentseceon.com, stellarcyber.ai, microsoft.com
xdr softwarePositioningAbsentxdrradiology.com, microsoft.com, crowdstrike.com
xdr platformPositioningAbsentseceon.com, trendmicro.com, paloaltonetworks.com
top xdr providersPositioningNamed, not citedseceon.com, gartner.com, stellarcyber.ai
xdr comparisonPositioningAbsentgartner.com, corelight.com, sentinelone.com
best siemPositioningAbsentreddit.com, paloaltonetworks.com, g2.com
siem vendorsPositioningAbsentgartner.com, reddit.com, paloaltonetworks.com
siem solutionsPositioningAbsentgartner.com, splunk.com, sentinelone.com
siem softwarePositioningAbsentreddit.com, microsoft.com, gartner.com
siem platformPositioningNamed, not citedmicrosoft.com, elastic.co, splunk.com
top siem providersPositioningNamed, not citedpaloaltonetworks.com, gartner.com, youtube.com
siem comparisonPositioningNamed, not citedreddit.com, paloaltonetworks.com, gartner.com
best threat detectionPositioningNamed, not citedaccuknox.com, stellarcyber.ai, underdefense.com
threat detection vendorsPositioningNamed, not citedgartner.com, underdefense.com, accuknox.com
threat detection solutionsPositioningNamed, not citedfortinet.com, vikingcloud.com, swimlane.com
threat detection softwarePositioningNamed, not citedseceon.com, microsoft.com, crowdstrike.com
threat detection platformPositioningNamed, not citedstellarcyber.ai, seceon.com, vikingcloud.com
top threat detection providersPositioningNamed, not citedgartner.com, underdefense.com, cloudsek.com
threat detection comparisonPositioningAbsentsplunk.com, stellarcyber.ai, sentinelone.com
best managed securityPositioningAbsentreddit.com, gartner.com, youtube.com
managed security vendorsPositioningAbsentfortinet.com, ibm.com, sentinelone.com
managed security solutionsPositioningAbsentoptiv.com, ibm.com, fortinet.com
managed security softwarePositioningAbsentcheckpoint.com, bluevoyant.com, fortinet.com
managed security platformPositioningAbsenthuntress.com, fortinet.com, seceon.com
top managed security providersPositioningNamed, not citedcloudtango.net, atlassystems.com, msspproviders.io
managed security comparisonPositioningAbsentvectra.ai, business.comcast.com, youtube.com
best cybersecurity for smbPositioningAbsentreddit.com, ftc.gov, fcc.gov
cybersecurity for smb vendorsPositioningAbsentftc.gov, fcc.gov, reddit.com
cybersecurity for smb solutionsPositioningAbsentcrowdstrike.com, fcc.gov, fortinet.com
cybersecurity for smb softwarePositioningAbsentfcc.gov, cisa.gov, reddit.com
cybersecurity for smb platformPositioningAbsentcrowdstrike.com, defendify.com, microsoft.com
top cybersecurity for smb providersPositioningNo AI answer
cybersecurity for smb comparisonPositioningAbsentblog.cybernod.com, bdemerson.com, softbliq.com
alternatives to Defense.comComparisonCitedg2.com, peerspot.com, agencycluster.com
Defense.com vs Arctic WolfComparisonNamed, not citedunderdefense.com, arcticwolf.com, slashdot.org
Defense.com vs HuntressComparisonCitedunderdefense.com, peerspot.com, huntress.com
Defense.com vs CrowdStrikeComparisonCitedunderdefense.com, peerspot.com, reddit.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 92% of AI-answer queries

Defense.com is cited in 3 of the 38 AI answers we triggered.

02

AI misreads the category

Defense.com presents as XDR, SIEM, threat detection, managed security, cybersecurity for SMB. AI Overviews cite it on Defense.Com and it is absent on Xdr, Siem, Managed Security.

TOP THREE MOVES
01

Win presence on Xdr

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.com22Cited on 22 of the queries we tested.
gartner.com15Cited on 15 of the queries we tested.
crowdstrike.com13Cited on 13 of the queries we tested.
microsoft.com12Cited on 12 of the queries we tested.
paloaltonetworks.com12Cited on 12 of the queries we tested.
reddit.com11Cited on 11 of the queries we tested.
stellarcyber.ai11Cited on 11 of the queries we tested.
sentinelone.com9Cited on 9 of the queries we tested.
fortinet.com9Cited on 9 of the queries we tested.
seceon.com8Cited on 8 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Defense.com 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 Defense.com on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 22 of the tested queries.
gartner.comCited on 15 of the tested queries.
crowdstrike.comCited on 13 of the tested queries.
microsoft.comCited on 12 of the tested queries.
paloaltonetworks.comCited on 12 of the tested queries.
reddit.comCited on 11 of the tested queries.
stellarcyber.aiCited on 11 of the tested queries.
sentinelone.comCited on 9 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Defense.com 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 Xdr, Siem, Managed Security.
  • 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.