GEO AUDIT  ·  BRAND-ONLY

WhiteFiber.

A look at how WhiteFiber 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.

Sitewhitefiber.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedJuly 28, 2026  ·  by AUQ
AI Visibility Score
12
out of 100. Absent band. WhiteFiber is cited in 3 of 37 AI answers. It shows up on Whitefiber. It is absent on Gpu Cloud, Ai Data Center Colocation, Private Ai Cloud.
Verified AI Overview citations
3
WhiteFiber's brand is cited in 3 of the 37 AI-answer queries we tested.
AI answer trigger rate
95%
Google's AI answer box fires on 37 of 39 tracked queries.
Citation rate when AI answers
8%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

WhiteFiber scores 12 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

WhiteFiber is cited in 3 of 37 AI answers. It shows up on Whitefiber. It is absent on Gpu Cloud, Ai Data Center Colocation, Private Ai Cloud.

AI answers fire on 95% of tracked queries, yet WhiteFiber is quoted in only 8% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
12
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear95 / 100
  • Inclusion in category answers8 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand17 / 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

GPU Cloud

AI Infrastructure Engineered for Enterprise Performance Skip to content. B300 capacity coming online October 2026. Reserve yours now. Reserve Now DATA CENTER AI+HPC Colo Enterprise Colo Data Centers NC-1 MTL-1 MTL-3 CLOUD Private Cloud Clouwhitefiber.com, 2026

Differentiators it leads with: GPU Cloud, AI Data Center Colocation, Private AI Cloud, Reserved GPU Capacity.

What Google's AI says

Recognized in AI answers for Whitefiber

Cited as a provider on Whitefiber queries.
Appears alongside youtube.com, reddit.com, runpod.io.
The core gap
WhiteFiber presents as GPU cloud, AI data center colocation, private AI cloud, reserved GPU capacity, AI infrastructure. AI Overviews cite it on Whitefiber and it is absent on Gpu Cloud, Ai Data Center Colocation, Private Ai Cloud.
Words AI uses for the brand
Whitefiber
The brand's own pillars that AI omits
Gpu CloudAi Data Center ColocationPrivate Ai CloudCited 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
WhitefiberOwnedcomparison
Gpu CloudInvisiblepositioning
Ai Data Center ColocationInvisiblepositioning
Private Ai CloudInvisiblepositioning
Reserved Gpu CapacityInvisiblepositioning
Ai InfrastructureInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Whitefiber; absent on Gpu Cloud, Ai Data Center Colocation, Private Ai Cloud.

Alternatives. 0 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
37
95% of tracked queries trigger an AI Overview.
Times brand cited
3
8% citation rate when AI answers.
Total brand mentions
3
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 WhiteFiber'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.

QueryTypeWhiteFiber in the AI answerTop sources cited
best gpu cloudPositioningAbsentreddit.com, jarvislabs.ai, inworld.ai
gpu cloud vendorsPositioningAbsentreddit.com, vast.ai, jarvislabs.ai
gpu cloud solutionsPositioningAbsentcloud.google.com, vast.ai, runpod.io
gpu cloud softwarePositioningAbsentnvidia.com, cloud.google.com, vast.ai
gpu cloud platformPositioningAbsentcloud.google.com, runpod.io, vast.ai
top gpu cloud providersPositioningAbsentreddit.com, runpod.io, jarvislabs.ai
gpu cloud comparisonPositioningAbsentcloud-gpus.com, youtube.com, gpucloudpricing.com
best ai data center colocationPositioningAbsentfortinet.com, datacentremagazine.com, abiresearch.com
ai data center colocation vendorsPositioningAbsentyoutube.com, equinix.com, techtarget.com
ai data center colocation solutionsPositioningAbsentfortinet.com, ironmountain.com, datacenters.com
ai data center colocation softwarePositioningAbsentnvidia.com, coresite.com, cologix.com
ai data center colocation platformPositioningAbsentnvidia.com, digitalrealty.com, rcrwireless.com
top ai data center colocation providersPositioningAbsentdatacentremagazine.com, abiresearch.com, macronetservices.com
ai data center colocation comparisonPositioningAbsentequinix.com, cologix.com, youtube.com
best private ai cloudPositioningAbsentreddit.com, cloudian.com, vmware.com
private ai cloud vendorsPositioningAbsentyoutube.com, openmetal.io, hpe.com
private ai cloud solutionsPositioningAbsentsecurity.apple.com, hpe.com, linkedin.com
private ai cloud softwarePositioningAbsentsecurity.apple.com, hpe.com, youtube.com
private ai cloud platformPositioningNo AI answer
top private ai cloud providersPositioningAbsentlinkedin.com, openmetal.io, unitedlayer.com
private ai cloud comparisonPositioningAbsentnexgencloud.com, openmetal.io, techfides.com
best reserved gpu capacityPositioningAbsentyoutube.com, docs.aws.amazon.com, reddit.com
reserved gpu capacity vendorsPositioningAbsentcompute.exchange, vantage.sh, aws.amazon.com
reserved gpu capacity solutionsPositioningAbsentreddit.com, aws.amazon.com, builder.aws.com
reserved gpu capacity softwarePositioningAbsentyoutube.com, docs.aws.amazon.com, docs.cloud.google.com
reserved gpu capacity platformPositioningAbsentdocs.aws.amazon.com, youtube.com, compute.exchange
top reserved gpu capacity providersPositioningAbsentjarvislabs.ai, fluence.network, medium.com
reserved gpu capacity comparisonPositioningAbsentspheron.network, youtube.com, compute.exchange
best ai infrastructurePositioningAbsentreddit.com, siliconflow.com, finance.yahoo.com
ai infrastructure vendorsPositioningAbsentreddit.com, landbase.com, builtin.com
ai infrastructure solutionsPositioningAbsentai-infrasolutions.com, bentley.com, youtube.com
ai infrastructure softwarePositioningAbsentbvp.com, snowflake.com, cloudian.com
ai infrastructure platformPositioningAbsentredhat.com, snowflake.com, northflank.com
top ai infrastructure providersPositioningAbsentlandbase.com, builtin.com, finance.yahoo.com
ai infrastructure comparisonPositioningAbsentblogs.oracle.com, ellenox.com, youtube.com
alternatives to WhiteFiberComparisonCitedsourceforge.net, bit-digital.com, infrabase.ai
WhiteFiber vs CoreWeaveComparisonCitedwhitefiber.com, info.coreweave.com, futuriom.com
WhiteFiber vs LambdaComparisonNo AI answer
WhiteFiber vs CrusoeComparisonCitedfuturiom.com, sourceforge.net, crusoe.ai
THREE FINDINGS THAT MATTER
01

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

WhiteFiber is cited in 3 of the 37 AI answers we triggered.

02

AI misreads the category

WhiteFiber presents as GPU cloud, AI data center colocation, private AI cloud, reserved GPU capacity, AI infrastructure. AI Overviews cite it on Whitefiber and it is absent on Gpu Cloud, Ai Data Center Colocation, Private Ai Cloud.

TOP THREE MOVES
01

Win presence on Gpu Cloud

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.
reddit.com12Cited on 12 of the queries we tested.
runpod.io10Cited on 10 of the queries we tested.
aws.amazon.com8Cited on 8 of the queries we tested.
vast.ai8Cited on 8 of the queries we tested.
digitalocean.com7Cited on 7 of the queries we tested.
cloud.google.com7Cited on 7 of the queries we tested.
northflank.com7Cited on 7 of the queries we tested.
equinix.com7Cited on 7 of the queries we tested.
hpe.com7Cited on 7 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations WhiteFiber 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 WhiteFiber on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 27 of the tested queries.
reddit.comCited on 12 of the tested queries.
runpod.ioCited on 10 of the tested queries.
aws.amazon.comCited on 8 of the tested queries.
vast.aiCited on 8 of the tested queries.
digitalocean.comCited on 7 of the tested queries.
cloud.google.comCited on 7 of the tested queries.
northflank.comCited on 7 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries WhiteFiber 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 Gpu Cloud, Ai Data Center Colocation, Private Ai Cloud.
  • 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.