GEO AUDIT  ·  BRAND-ONLY

Data Theorem.

A look at how Data Theorem 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.

Sitedatatheorem.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedOctober 7, 2026  ·  by AUQ
AI Visibility Score
16
out of 100. Absent band. Data Theorem is cited in 3 of 39 AI answers. It shows up on Data Theorem. It is absent on Application Security, Api Security, Mobile App Security Testing.
Verified AI Overview citations
3
Data Theorem's brand is cited in 3 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
8%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Data Theorem scores 16 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Data Theorem is cited in 3 of 39 AI answers. It shows up on Data Theorem. It is absent on Application Security, Api Security, Mobile App Security Testing.

AI answers fire on 100% of tracked queries, yet Data Theorem is quoted in only 8% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
16
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%8 / 100
  • Inclusion in category answers 25%13 / 100
  • How AI describes the brand 20%33 / 100
  • Topic coverage breadth 20%17 / 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
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Application Security

Data Theorem | AppSec | API Security | Cloud Security Skip to main content Home Toggle navigation Products Solutions Toggle submenu + Products AI Security AI Exploits and AI Auto-Remediation CNAPP Code SAST Secure SAST, AI, SCA, and SBOM APdatatheorem.com, 2026

Differentiators it leads with: Application Security, API Security, Mobile App Security Testing, Cloud Security Posture Management.

What Google's AI says

Recognized in AI answers for Data Theorem

Cited as a provider on Data Theorem queries.
Appears alongside gartner.com, youtube.com, reddit.com.
The core gap
Data Theorem presents as application security, API security, mobile app security testing, cloud security posture management, software supply chain security. AI Overviews cite it on Data Theorem and it is absent on Application Security, Api Security, Mobile App Security Testing.
Words AI uses for the brand
Data Theorem
The brand's own pillars that AI omits
Application SecurityApi SecurityMobile App Security TestingCited 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
Data TheoremOwnedcomparison
Application SecurityInvisiblepositioning
Api SecurityInvisiblepositioning
Mobile App Security TestingInvisiblepositioning
Cloud Security Posture ManagementInvisiblepositioning
Software Supply Chain SecurityInvisiblepositioning
Buyer-journey coverage

Problem Aware. Overview queries: Data Theorem appears on 1 of 6 themes.

Solution Aware. Owned on Data Theorem; absent on Application Security, Api Security, Mobile App Security Testing.

Alternatives. 2 themes name the brand without citing it; 34 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
3
8% citation rate when AI answers.
Total brand mentions
5
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 Data Theorem → 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 Data Theorem'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.

QueryData Theorem in the AI answerTop sources cited
best application securityAbsentsecuritycompass.com, imperva.com, gartner.com
application security vendorsAbsentgartner.com, endorlabs.com, marketsandmarkets.com
application security solutionsAbsentoptiv.com, snyk.io, rapid7.com
application security softwareAbsentibm.com, opentext.com, imperva.com
application security platformAbsentimperva.com, gartner.com, endorlabs.com
top application security providersAbsentgartner.com, marketsandmarkets.com, endorlabs.com
application security comparisonAbsentgartner.com, apiiro.com, reddit.com
best api securityNamed, not citedyoutube.com, traefik.io, cequence.ai
api security vendorsAbsentnews.futunn.com, jp.radware.com, gartner.com
api security solutionsAbsentgartner.com, akamai.com, paloaltonetworks.com
api security softwareAbsentyoutube.com, akamai.com, gartner.com
api security platformAbsentaikido.dev, traceable.ai, ibm.com
top api security providersAbsentgartner.com, prophaze.com, landbase.com
api security comparisonAbsentaws.amazon.com, peerspot.com, youtube.com
best mobile app security testingAbsentreddit.com, nowsecure.com, blog.ostorlab.co
mobile app security testing vendorsAbsentgartner.com, guardsquare.com, nowsecure.com
mobile app security testing solutionsAbsentbrightsec.com, reddit.com, radware.com
mobile app security testing softwareAbsentappknox.com, nowsecure.com, certfirst.com
mobile app security testing platformAbsentimmuniweb.com, linkedin.com, ostorlab.co
top mobile app security testing providersAbsentgartner.com, synack.com, softwarereviews.com
mobile app security testing comparisonAbsentgartner.com, appsecsanta.com, vynoxsecurity.com
best cloud security posture managementAbsentgartner.com, paloaltonetworks.com, learn.microsoft.com
cloud security posture management vendorsAbsentreddit.com, secpod.com, gartner.com
cloud security posture management solutionsAbsentgartner.com, microsoft.com, aws.amazon.com
cloud security posture management softwareAbsentgartner.com, wiz.io, microsoft.com
cloud security posture management platformAbsentgartner.com, wiz.io, microsoft.com
top cloud security posture management providersAbsentwiz.io, marketsandmarkets.com, reddit.com
cloud security posture management comparisonAbsentwiz.io, thehackernews.com, linkedin.com
best software supply chain securityAbsentanchore.com, gartner.com, cheatsheetseries.owasp.org
software supply chain security vendorsAbsentreddit.com, endorlabs.com, checkmarx.com
software supply chain security solutionsAbsentnsfocusglobal.com, veracode.com, reversinglabs.com
software supply chain security softwareAbsentcheatsheetseries.owasp.org, redhat.com, cisa.gov
software supply chain security platformAbsentorca.security, endorlabs.com, splunk.com
top software supply chain security providersAbsentsonatype.com, gartner.com, jfrog.com
software supply chain security comparisonAbsentpromptfoo.dev, harness.io, news.ycombinator.com
alternatives to Data TheoremNamed, not citedgartner.com, cybersectools.com, spotsaas.com
Data Theorem vs Salt SecurityCitedcybermatch.tech, cequence.ai, datatheorem.com
Data Theorem vs NowSecureCitedbusinesswire.com, cybersectools.com, g2.com
Data Theorem vs SnykCitedgartner.com, peerspot.com, cybersectools.com
THREE FINDINGS THAT MATTER
01

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

Data Theorem is cited in 3 of the 39 AI answers we triggered.

02

AI misreads the category

Data Theorem presents as application security, API security, mobile app security testing, cloud security posture management, software supply chain security. AI Overviews cite it on Data Theorem and it is absent on Application Security, Api Security, Mobile App Security Testing.

TOP THREE MOVES
01

Win presence on Application Security

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
gartner.com25Cited on 25 of the queries we tested.
youtube.com23Cited on 23 of the queries we tested.
reddit.com11Cited on 11 of the queries we tested.
endorlabs.com10Cited on 10 of the queries we tested.
orca.security9Cited on 9 of the queries we tested.
snyk.io9Cited on 9 of the queries we tested.
checkmarx.com9Cited on 9 of the queries we tested.
wiz.io9Cited on 9 of the queries we tested.
cycode.com8Cited on 8 of the queries we tested.
veracode.com8Cited on 8 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Data Theorem 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 Data Theorem on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
gartner.comCited on 25 of the tested queries.
youtube.comCited on 23 of the tested queries.
reddit.comCited on 11 of the tested queries.
endorlabs.comCited on 10 of the tested queries.
orca.securityCited on 9 of the tested queries.
snyk.ioCited on 9 of the tested queries.
checkmarx.comCited on 9 of the tested queries.
wiz.ioCited on 9 of the tested queries.
Key observation
gartner.com is the most-cited source across the queries Data Theorem 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 Application Security, Api Security, Mobile App Security Testing.
  • 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.