GEO AUDIT  ·  BRAND-ONLY

Quantum Xchange.

A look at how Quantum Xchange 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.

Sitequantumxc.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedSeptember 28, 2026  ·  by AUQ
AI Visibility Score
22
out of 100. Absent band. Quantum Xchange is cited in 5 of 39 AI answers. It shows up on Quantum Xchange. It is absent on Post-Quantum Cryptography, Quantum-Safe Networking, Crypto-Agility.
Verified AI Overview citations
5
Quantum Xchange's brand is cited in 5 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
13%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Quantum Xchange scores 22 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Quantum Xchange is cited in 5 of 39 AI answers. It shows up on Quantum Xchange. It is absent on Post-Quantum Cryptography, Quantum-Safe Networking, Crypto-Agility.

AI answers fire on 100% of tracked queries, yet Quantum Xchange is quoted in only 13% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
22
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%13 / 100
  • Inclusion in category answers 25%18 / 100
  • How AI describes the brand 20%50 / 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

Post-Quantum Cryptography

FIPS 140-3 & FIPS 203 PQC Platform | Quantum XChange Platform Solutions Industries Financial Services Government Telecom SatCom Use cases CryptoDiversification PQC Migration Deployments Cloud Virtual Container On-Premises Partners Learnquantumxc.com, 2026

Differentiators it leads with: Phio TX, Post-Quantum Cryptography, Quantum-Safe Networking, Crypto-Agility.

What Google's AI says

Recognized in AI answers for Quantum Xchange

Cited as a provider on Quantum Xchange queries.
Appears alongside youtube.com, paloaltonetworks.com, linkedin.com.
The core gap
Quantum Xchange presents as post-quantum cryptography, quantum-safe networking, crypto-agility, quantum key distribution, out-of-band key management. AI Overviews cite it on Quantum Xchange and it is absent on Post-Quantum Cryptography, Quantum-Safe Networking, Crypto-Agility.
Words AI uses for the brand
Quantum Xchange
The brand's own pillars that AI omits
Post-Quantum CryptographyQuantum-Safe NetworkingCrypto-AgilityCited 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
Quantum XchangeOwnedcomparison
Post-Quantum CryptographyInvisiblepositioning
Quantum-Safe NetworkingInvisiblepositioning
Crypto-AgilityInvisiblepositioning
Quantum Key DistributionInvisiblepositioning
Out-Of-Band Key ManagementInvisiblepositioning
Buyer-journey coverage

Problem Aware. Overview queries: Quantum Xchange appears on 1 of 6 themes.

Solution Aware. Owned on Quantum Xchange; absent on Post-Quantum Cryptography, Quantum-Safe Networking, Crypto-Agility.

Alternatives. 2 themes name the brand without citing it; 32 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
5
13% citation rate when AI answers.
Total brand mentions
7
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 Quantum Xchange → 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 Quantum Xchange'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.

QueryQuantum Xchange in the AI answerTop sources cited
best post-quantum cryptographyAbsentnxp.com, bsi.bund.de, pqshield.com
post-quantum cryptography vendorsAbsentpqshield.com, marketsandmarkets.com, nxp.com
post-quantum cryptography solutionsAbsentlinkedin.com, safelogic.com, finance.yahoo.com
post-quantum cryptography softwareAbsentpqshield.com, qusecure.com, youtube.com
post-quantum cryptography platformAbsentqusecure.com, nist.gov, paloaltonetworks.com
top post-quantum cryptography providersNamed, not citedreddit.com, fedscoop.com, seedtable.com
post-quantum cryptography comparisonAbsentsynopsys.com, arxiv.org, en.wikipedia.org
best quantum-safe networkingAbsentnokia.com, adtran.com, youtube.com
quantum-safe networking vendorsAbsentnokia.com, adtran.com, coherent.com
quantum-safe networking solutionsAbsentlinkedin.com, nasdaq.com, facebook.com
quantum-safe networking softwareAbsentibm.com, cisco.com, rad.com
quantum-safe networking platformAbsentnokia.com, ibm.com, paloaltonetworks.com
top quantum-safe networking providersAbsentnokia.com, marketsandmarkets.com, rad.com
quantum-safe networking comparisonAbsentrad.com, adtran.com, paloaltonetworks.com
best crypto-agilityAbsentkeyfactor.com, medium.com, brighttalk.com
crypto-agility vendorsAbsentkeyfactor.com, ibm.com, paloaltonetworks.com
crypto-agility solutionsAbsentkeyfactor.com, cpl.thalesgroup.com, fortanix.com
crypto-agility softwareAbsentcsrc.nist.gov, qusecure.com, aviatrix.ai
crypto-agility platformAbsentpaloaltonetworks.com, keyfactor.com, ibm.com
top crypto-agility providersAbsentibm.com, digicert.com, cpl.thalesgroup.com
crypto-agility comparisonAbsentyoutube.com, keyfactor.com, csrc.nist.gov
best quantum key distributionAbsentnsa.gov, youtube.com, docs.paloaltonetworks.com
quantum key distribution vendorsAbsentmarketsandmarkets.com, global.toshiba, idquantique.com
quantum key distribution solutionsAbsentciena.com, idquantique.com, gmv.com
quantum key distribution softwareAbsentarxiv.org, paloaltonetworks.com, semanticscholar.org
quantum key distribution platformAbsentglobal.toshiba, qusecure.com, optica.org
top quantum key distribution providersAbsentthequantuminsider.com, ensun.io, linkedin.com
quantum key distribution comparisonAbsentopg.optica.org, paloaltonetworks.com, fortinet.com
best out-of-band key managementAbsentzpesystems.com, reddit.com, cbtnuggets.com
out-of-band key management vendorsAbsentlinkedin.com, daymarksi.com, zpesystems.com
out-of-band key management solutionsAbsentadvantech.com, zpesystems.com, hpe.com
out-of-band key management softwareAbsentzpesystems.com, en.wikipedia.org, reddit.com
out-of-band key management platformCitedevolutionq.com, quantumxc.com, cpl.thalesgroup.com
top out-of-band key management providersCitedevolutionq.com, quantumxc.com, cybersectools.com
out-of-band key management comparisonAbsentzpesystems.com, shadowhq.io, perle.com
alternatives to Quantum XchangeNamed, not citedsourceforge.net, idquantique.com, thequantuminsider.com
Quantum Xchange vs SandboxAQCitedfinance.yahoo.com, biometricupdate.com, quantumxc.com
Quantum Xchange vs QuSecureCitedqusecure.com, quantumxc.com, finance.yahoo.com
Quantum Xchange vs PQShieldCitedcbinsights.com, tracxn.com, sourceforge.net
THREE FINDINGS THAT MATTER
01

The brand is missing from 87% of AI-answer queries

Quantum Xchange is cited in 5 of the 39 AI answers we triggered.

02

AI misreads the category

Quantum Xchange presents as post-quantum cryptography, quantum-safe networking, crypto-agility, quantum key distribution, out-of-band key management. AI Overviews cite it on Quantum Xchange and it is absent on Post-Quantum Cryptography, Quantum-Safe Networking, Crypto-Agility.

TOP THREE MOVES
01

Win presence on Post-Quantum Cryptography

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.com27Cited on 27 of the queries we tested.
paloaltonetworks.com17Cited on 17 of the queries we tested.
linkedin.com14Cited on 14 of the queries we tested.
reddit.com12Cited on 12 of the queries we tested.
qusecure.com12Cited on 12 of the queries we tested.
fortinet.com11Cited on 11 of the queries we tested.
idquantique.com10Cited on 10 of the queries we tested.
en.wikipedia.org8Cited on 8 of the queries we tested.
ibm.com7Cited on 7 of the queries we tested.
keyfactor.com7Cited on 7 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Quantum Xchange 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 Quantum Xchange on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 27 of the tested queries.
paloaltonetworks.comCited on 17 of the tested queries.
linkedin.comCited on 14 of the tested queries.
reddit.comCited on 12 of the tested queries.
qusecure.comCited on 12 of the tested queries.
fortinet.comCited on 11 of the tested queries.
idquantique.comCited on 10 of the tested queries.
en.wikipedia.orgCited on 8 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Quantum Xchange 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 Post-Quantum Cryptography, Quantum-Safe Networking, Crypto-Agility.
  • 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.