GEO AUDIT  ·  BRAND-ONLY

evolutionQ.

A look at how evolutionQ 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.

Siteevolutionq.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedOctober 7, 2026  ·  by AUQ
AI Visibility Score
26
out of 100. Low band. evolutionQ is cited in 8 of 39 AI answers. It shows up on Quantum Risk Assessment, Evolutionq. It is absent on Post-Quantum Cryptography, Quantum-Safe Key Management, Quantum Key Distribution.
Verified AI Overview citations
8
evolutionQ'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

evolutionQ scores 26 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

evolutionQ is cited in 8 of 39 AI answers. It shows up on Quantum Risk Assessment, Evolutionq. It is absent on Post-Quantum Cryptography, Quantum-Safe Key Management, Quantum Key Distribution.

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

AI Visibility Score
26
Low band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%21 / 100
  • Inclusion in category answers 25%23 / 100
  • How AI describes the brand 20%33 / 100
  • Topic coverage breadth 20%33 / 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

evolutionQ | Cybersecurity Solutions for Cryptographic Resilience Products BasejumpSKI Symmetric key infrastructure solution that provides long-term security BasejumpQDN Ultra-secure key exchange for evolving quantum networks Services Quantevolutionq.com, 2026

Differentiators it leads with: BasejumpQDN, BasejumpSKI, Post-Quantum Cryptography, Quantum-Safe Key Management.

What Google's AI says

Recognized in AI answers for Quantum Risk Assessment, Evolutionq

Cited as a provider on Quantum Risk Assessment, Evolutionq queries.
Appears alongside youtube.com, linkedin.com, idquantique.com.
The core gap
evolutionQ presents as post-quantum cryptography, quantum-safe key management, quantum key distribution, quantum risk assessment, quantum-safe networking. AI Overviews cite it on Quantum Risk Assessment, Evolutionq and it is absent on Post-Quantum Cryptography, Quantum-Safe Key Management, Quantum Key Distribution.
Words AI uses for the brand
Quantum Risk AssessmentEvolutionq
The brand's own pillars that AI omits
Post-Quantum CryptographyQuantum-Safe Key ManagementQuantum Key DistributionCited 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 Risk AssessmentOwnedpositioning
EvolutionqOwnedcomparison
Post-Quantum CryptographyInvisiblepositioning
Quantum-Safe Key ManagementInvisiblepositioning
Quantum Key DistributionInvisiblepositioning
Quantum-Safe NetworkingInvisiblepositioning
Buyer-journey coverage

Problem Aware. Overview queries: evolutionQ appears on 2 of 6 themes.

Solution Aware. Owned on Quantum Risk Assessment, Evolutionq; absent on Post-Quantum Cryptography, Quantum-Safe Key Management, Quantum Key Distribution.

Alternatives. 1 themes name the brand without citing it; 30 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
9
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 evolutionQ → 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 evolutionQ'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.

QueryevolutionQ in the AI answerTop sources cited
best post-quantum cryptographyAbsentcsrc.nist.gov, cisa.gov, fortanix.com
post-quantum cryptography vendorsAbsentpqshield.com, nextgov.com, marketsandmarkets.com
post-quantum cryptography solutionsAbsententrust.com, qusecure.com, cpl.thalesgroup.com
post-quantum cryptography softwareAbsentsecuritybrief.com.au, sealsq.com, linkedin.com
post-quantum cryptography platformAbsententrust.com, qusecure.com, paloaltonetworks.com
top post-quantum cryptography providersAbsentibm.com, infineon.com, linkedin.com
post-quantum cryptography comparisonAbsentdl.acm.org, researchgate.net, crypto.stackexchange.com
best quantum-safe key managementAbsentaws.amazon.com, cpl.thalesgroup.com, idquantique.com
quantum-safe key management vendorsAbsentcpl.thalesgroup.com, ibm.com, appliedquantum.com
quantum-safe key management solutionsAbsentstatic.carahsoft.com, toshiba.eu, linkedin.com
quantum-safe key management softwareAbsentappliedquantum.com, ibm.com, idquantique.com
quantum-safe key management platformAbsentbusinesswire.com, darkreading.com, linkedin.com
top quantum-safe key management providersAbsentthequantuminsider.com, linkedin.com, myhospitalnow.com
quantum-safe key management comparisonAbsentsplunk.com, qcecuring.com, censinet.com
best quantum key distributionAbsentnsa.gov, docs.paloaltonetworks.com, reddit.com
quantum key distribution vendorsAbsentthequantuminsider.com, youtube.com, tracxn.com
quantum key distribution solutionsAbsentyoutube.com, toshiba.eu, messervices.cyber.gouv.fr
quantum key distribution softwareAbsentf6s.com, snsinsider.com, carahsoft.com
quantum key distribution platformAbsentnsa.gov, idquantique.com, fortanix.com
top quantum key distribution providersAbsentmarketsandmarkets.com, idquantique.com, global.toshiba
quantum key distribution comparisonAbsentyoutube.com, ampcuscyber.com, toshiba.eu
best quantum risk assessmentAbsentfinance.yahoo.com, lexology.com, arxiv.org
quantum risk assessment vendorsCitedpqshield.com, linkedin.com, appliedquantum.com
quantum risk assessment solutionsCitedevolutionq.com, appliedquantum.com, fortinet.com
quantum risk assessment softwareCitedevolutionq.com, hcl-software.com, fortinet.com
quantum risk assessment platformAbsentappviewx.com, linkedin.com, qryptocyber.com
top quantum risk assessment providersCitedevolutionq.com, medium.com, ibm.com
quantum risk assessment comparisonCitedmdpi.com, isaca.org, sciencedirect.com
best quantum-safe networkingAbsentnokia.com, adtran.com, ericsson.com
quantum-safe networking vendorsAbsentthequantuminsider.com, investors.paloaltonetworks.com, fortinet.com
quantum-safe networking solutionsAbsenthoneywellaerospace.com, telecomtv.com, linkedin.com
quantum-safe networking softwareAbsentibm.com, nokia.com, cisco.com
quantum-safe networking platformAbsentblog.cloudflare.com, fortinet.com, ibm.com
top quantum-safe networking providersAbsentnokia.com, marketsandmarkets.com, cisco.com
quantum-safe networking comparisonAbsentlinkedin.com, youtube.com, sphericalinsights.com
alternatives to evolutionQNamed, not citedcbinsights.com, idquantique.com, quantumxc.com
evolutionQ vs Quantum XchangeCitedslashdot.org, evolutionq.com, quantumxc.com
evolutionQ vs QuSecureCitedmorningstar.com, cioinfluence.com, bsiegelwax.substack.com
evolutionQ vs ISARACitedisara.com, cbinsights.com, evolutionq.com
THREE FINDINGS THAT MATTER
01

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

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

02

AI misreads the category

evolutionQ presents as post-quantum cryptography, quantum-safe key management, quantum key distribution, quantum risk assessment, quantum-safe networking. AI Overviews cite it on Quantum Risk Assessment, Evolutionq and it is absent on Post-Quantum Cryptography, Quantum-Safe Key Management, Quantum Key Distribution.

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.com25Cited on 25 of the queries we tested.
linkedin.com13Cited on 13 of the queries we tested.
idquantique.com12Cited on 12 of the queries we tested.
paloaltonetworks.com10Cited on 10 of the queries we tested.
qusecure.com9Cited on 9 of the queries we tested.
ibm.com9Cited on 9 of the queries we tested.
toshiba.eu9Cited on 9 of the queries we tested.
cpl.thalesgroup.com8Cited on 8 of the queries we tested.
fortinet.com8Cited on 8 of the queries we tested.
arxiv.org6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations evolutionQ 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 evolutionQ on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 25 of the tested queries.
linkedin.comCited on 13 of the tested queries.
idquantique.comCited on 12 of the tested queries.
paloaltonetworks.comCited on 10 of the tested queries.
qusecure.comCited on 9 of the tested queries.
ibm.comCited on 9 of the tested queries.
toshiba.euCited on 9 of the tested queries.
cpl.thalesgroup.comCited on 8 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries evolutionQ 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 Key Management, Quantum Key Distribution.
  • 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.