GEO AUDIT  ·  BRAND-ONLY

Radiant.

A look at how Radiant 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.

Siteradiant.co
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedInvalid Date  ·  by AUQ
AI Visibility Score
44
out of 100. Low band. Radiant is cited in 3 of 39 AI answers. It shows up on Radiant. It is absent on Data Center.
Verified AI Overview citations
3
Radiant'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

Radiant scores 44 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Radiant is cited in 3 of 39 AI answers. It shows up on Radiant. It is absent on Data Center.

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

AI Visibility Score
44
Low band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers72 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand100 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted8 / 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
RadiantOwnedcomparison
Ai InfrastructurePartialpositioning
Gpu CloudPartialpositioning
Ai ComputePartialpositioning
Model InferencePartialpositioning
Data CenterInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Radiant; absent on Data Center.

Alternatives. 25 themes name the brand without citing it; 11 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
28
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 Radiant → 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 Radiant'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.

QueryTypeRadiant in the AI answerTop sources cited
best ai infrastructurePositioningNamed, not citedbuiltin.com, landbase.com, finance.yahoo.com
ai infrastructure vendorsPositioningNamed, not citedlandbase.com, reddit.com, builtin.com
ai infrastructure solutionsPositioningAbsentai-infrasolutions.com, youtube.com, linkedin.com
ai infrastructure softwarePositioningNamed, not citedai21.com, databricks.com, anaconda.com
ai infrastructure platformPositioningAbsentrafay.co, ibm.com, youtube.com
top ai infrastructure providersPositioningNamed, not citedlandbase.com, builtin.com, datacentremagazine.com
ai infrastructure comparisonPositioningNamed, not citedblogs.oracle.com, ibm.com, ellenox.com
best gpu cloudPositioningNamed, not citedrunpod.io, cloud-gpus.com, digitalocean.com
gpu cloud vendorsPositioningNamed, not citedcloud-gpus.com, vast.ai, digitalocean.com
gpu cloud solutionsPositioningAbsentcloud.google.com, vast.ai, lambda.ai
gpu cloud softwarePositioningAbsentnvidia.com, cloud.google.com, runpod.io
gpu cloud platformPositioningNamed, not citednvidia.com, runpod.io, vast.ai
top gpu cloud providersPositioningNamed, not citedrunpod.io, cloud-gpus.com, digitalocean.com
gpu cloud comparisonPositioningNamed, not citedverda.com, northflank.com, gmicloud.ai
best ai computePositioningNamed, not citedlaptopmag.com, youtube.com, reddit.com
ai compute vendorsPositioningNamed, not citediot-analytics.com, builtin.com, runpod.io
ai compute solutionsPositioningNamed, not citeddell.com, komprise.com, nvidia.com
ai compute softwarePositioningNamed, not citedyoutube.com, hpe.com, cloud.google.com
ai compute platformPositioningAbsentblogs.nvidia.com, amd.com, azure.microsoft.com
top ai compute providersPositioningNamed, not citeddatacentremagazine.com, codingscape.com, northflank.com
ai compute comparisonPositioningNamed, not citedopenmetal.io, bankwatch.ca, openai.com
best data centerPositioningAbsentcoresite.com, abiresearch.com, datacentremagazine.com
data center vendorsPositioningAbsentabiresearch.com, datacentremagazine.com, vantage-dc.com
data center solutionsPositioningAbsentwesco.com, new.abb.com, flex.com
data center softwarePositioningAbsentse.com, eaton.com, youtube.com
data center platformPositioningNamed, not citedwesterndigital.com, nvidia.com, aligneddc.com
top data center providersPositioningAbsentabiresearch.com, datacentremagazine.com, dgtlinfra.com
data center comparisonPositioningAbsenthanwhadatacenters.com, rcrwireless.com, dartpoints.com
best model inferencePositioningNamed, not citedgmicloud.ai, siliconflow.com, fast.io
model inference vendorsPositioningNamed, not citedbentoml.com, fireworks.ai, gmicloud.ai
model inference solutionsPositioningNamed, not citednvidia.com, developer.nvidia.com, rafay.co
model inference softwarePositioningNamed, not citeddeveloper.nvidia.com, cloud.google.com, hazelcast.com
model inference platformPositioningNamed, not citedrafay.co, gmicloud.ai, digitalocean.com
top model inference providersPositioningNamed, not citedyoutube.com, huggingface.co, helicone.ai
model inference comparisonPositioningNamed, not citedblogs.nvidia.com, cloudflare.com, youtube.com
alternatives to RadiantComparisonNamed, not citedreddit.com, postdicom.com, thehoncho.app
Radiant vs CoreWeaveComparisonCitedcoreweave.com, sourceforge.net, youtube.com
Radiant vs LambdaComparisonCitedradiant.earth, slashdot.org, docs.aws.amazon.com
Radiant vs CrusoeComparisonCitedslashdot.org, getdeploying.com, crusoe.ai
THREE FINDINGS THAT MATTER
01

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

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

02

AI misreads the category

Radiant presents as ai infrastructure, gpu cloud, ai compute, data center, model inference. AI Overviews cite it on Radiant and it is absent on Data Center.

TOP THREE MOVES
01

Win presence on Data Center

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

Ai Infrastructure

The Integrated AI Infrastructure and Cloud Platform | Radiant AI Cloud Sovereign Solutions Hyperscaler Solutions Library Resources About Us Documentation Blog Contact Us LOG IN We Are Powered Intelligence. Radiant is the first fully integraradiant.co, 2026

Differentiators it leads with: AI Cloud, Sovereign Solutions, Strategic Infrastructure, AI Factories.

What Google's AI says

Recognized in AI answers for Radiant

Cited as a provider on Radiant queries.
Appears alongside youtube.com, reddit.com, gmicloud.ai.
The core gap
Radiant presents as ai infrastructure, gpu cloud, ai compute, data center, model inference. AI Overviews cite it on Radiant and it is absent on Data Center.
Words AI uses for the brand
Radiant
The brand's own pillars that AI omits
Data CenterCited 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
youtube.com25Cited on 25 of the queries we tested.
reddit.com19Cited on 19 of the queries we tested.
gmicloud.ai14Cited on 14 of the queries we tested.
digitalocean.com14Cited on 14 of the queries we tested.
cloud.google.com14Cited on 14 of the queries we tested.
runpod.io11Cited on 11 of the queries we tested.
aws.amazon.com10Cited on 10 of the queries we tested.
medium.com10Cited on 10 of the queries we tested.
coreweave.com9Cited on 9 of the queries we tested.
nvidia.com9Cited on 9 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Radiant 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 Radiant on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 25 of the tested queries.
reddit.comCited on 19 of the tested queries.
gmicloud.aiCited on 14 of the tested queries.
digitalocean.comCited on 14 of the tested queries.
cloud.google.comCited on 14 of the tested queries.
runpod.ioCited on 11 of the tested queries.
aws.amazon.comCited on 10 of the tested queries.
medium.comCited on 10 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Radiant 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 Data Center.
  • 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.