GEO AUDIT  ·  BRAND-ONLY

gridscale.

A look at how gridscale 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.

Sitegridscale.io
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedAugust 10, 2026  ·  by AUQ
AI Visibility Score
11
out of 100. Absent band. gridscale is cited in 2 of 39 AI answers. It shows up on Gridscale. It is absent on Public Cloud, Private Cloud, Hyperconverged Infrastructure.
Verified AI Overview citations
2
gridscale's brand is cited in 2 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
5%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

gridscale scores 11 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

gridscale is cited in 2 of 39 AI answers. It shows up on Gridscale. It is absent on Public Cloud, Private Cloud, Hyperconverged Infrastructure.

AI answers fire on 100% of tracked queries, yet gridscale is quoted in only 5% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
11
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers10 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand17 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted5 / 100
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Public Cloud

gridscale - Deine Cloud in 5 Minuten: Private & Public Cloud Zum Inhalt springen ⭐ We’re hiring! Statusseite de en Enterprise Cloud Hybrid Core Concierge Hybrid Core Concierge Vollständig verwaltete Software zur Automatisierung vogridscale.io, 2026

Differentiators it leads with: Public Cloud, Private Cloud, Hyperconverged Infrastructure, European Cloud Provider.

What Google's AI says

Recognized in AI answers for Gridscale

Cited as a provider on Gridscale queries.
Appears alongside youtube.com, reddit.com, azure.microsoft.com.
The core gap
gridscale presents as public cloud, private cloud, hyperconverged infrastructure, European cloud provider, infrastructure as a service. AI Overviews cite it on Gridscale and it is absent on Public Cloud, Private Cloud, Hyperconverged Infrastructure.
Words AI uses for the brand
Gridscale
The brand's own pillars that AI omits
Public CloudPrivate CloudHyperconverged InfrastructureCited 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
GridscaleOwnedcomparison
Public CloudInvisiblepositioning
Private CloudInvisiblepositioning
Hyperconverged InfrastructureInvisiblepositioning
European Cloud ProviderInvisiblepositioning
Infrastructure As A ServiceInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Gridscale; absent on Public Cloud, Private Cloud, Hyperconverged Infrastructure.

Alternatives. 2 themes name the brand without citing it; 35 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
2
5% citation rate when AI answers.
Total brand mentions
4
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 gridscale'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.

QueryTypegridscale in the AI answerTop sources cited
best public cloudPositioningAbsentreddit.com, youtube.com, emma.ms
public cloud vendorsPositioningAbsentazure.microsoft.com, reddit.com, gartner.com
public cloud solutionsPositioningAbsentaws.amazon.com, tierpoint.com, azure.microsoft.com
public cloud softwarePositioningAbsentazure.microsoft.com, ibm.com, cloud.google.com
public cloud platformPositioningAbsentgeeksforgeeks.org, azure.microsoft.com, ibm.com
top public cloud providersPositioningAbsentgartner.com, emma.ms, holori.com
public cloud comparisonPositioningAbsentcomparecloud.in, azure.microsoft.com, varonis.com
best private cloudPositioningAbsentcloudian.com, nexcess.com, cloudbasedbackup.com
private cloud vendorsPositioningAbsentopenmetal.io, rackspace.com, azure.microsoft.com
private cloud solutionsPositioningAbsentaws.amazon.com, ibm.com, azure.microsoft.com
private cloud softwarePositioningAbsentopenstack.org, reddit.com, redhat.com
private cloud platformPositioningAbsentredhat.com, cloud.google.com, vmware.com
top private cloud providersPositioningAbsentsprintzeal.com, nexcess.com, openmetal.io
private cloud comparisonPositioningAbsentopenmetal.io, azure.microsoft.com, rubrik.com
best hyperconverged infrastructurePositioningAbsentsolutionsreview.com, enterprisestorageforum.com, gartner.com
hyperconverged infrastructure vendorsPositioningAbsententerprisestorageforum.com, solutionsreview.com, gartner.com
hyperconverged infrastructure solutionsPositioningAbsentnutanix.com, solutionsreview.com, hpe.com
hyperconverged infrastructure softwarePositioningAbsentvmware.com, solutionsreview.com, en.wikipedia.org
hyperconverged infrastructure platformPositioningAbsentnutanix.com, scalecomputing.com, vmware.com
top hyperconverged infrastructure providersPositioningAbsententerprisestorageforum.com, solutionsreview.com, reddit.com
hyperconverged infrastructure comparisonPositioningAbsentdatacore.com, youtube.com, gartner.com
best european cloud providerPositioningAbsentreddit.com, european-alternatives.eu, european.cloud
european cloud provider vendorsPositioningAbsenteuropean-alternatives.eu, european.cloud, innowise.com
european cloud provider solutionsPositioningAbsenteuropean-alternatives.eu, european.cloud, upcloud.com
european cloud provider softwarePositioningAbsenteuropean-alternatives.eu, reddit.com, innowise.com
european cloud provider platformPositioningAbsenteuropean-alternatives.eu, european.cloud, exoscale.com
top european cloud provider providersPositioningAbsenteuropean-alternatives.eu, innowise.com, exoscale.com
european cloud provider comparisonPositioningAbsenteuropean-alternatives.eu, exoscale.com, european.cloud
best infrastructure as a servicePositioningAbsentpcmag.com, g2.com, youtube.com
infrastructure as a service vendorsPositioningAbsentbuiltin.com, g2.com, azure.microsoft.com
infrastructure as a service solutionsPositioningAbsentcloud.google.com, google.com, azure.microsoft.com
infrastructure as a service softwarePositioningAbsentpayproglobal.com, azure.microsoft.com, aws.amazon.com
infrastructure as a service platformPositioningAbsentcloud.google.com, azure.microsoft.com, akamai.com
top infrastructure as a service providersPositioningAbsentbuiltin.com, g2.com, olive.app
infrastructure as a service comparisonPositioningAbsentreddit.com, cloud.google.com, redhat.com
alternatives to gridscaleComparisonCitedgartner.com, g2.com, european-alternatives.eu
gridscale vs HetznerComparisonNamed, not citedeucloudcost.com, we-manage.de, reddit.com
gridscale vs OVHcloudComparisonCitedcorporate.ovhcloud.com, datacenterdynamics.com, gridscale.io
gridscale vs ScalewayComparisonNamed, not citedeuropean-alternatives.eu, scaleway.com, eucloudcost.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 95% of AI-answer queries

gridscale is cited in 2 of the 39 AI answers we triggered.

02

AI misreads the category

gridscale presents as public cloud, private cloud, hyperconverged infrastructure, European cloud provider, infrastructure as a service. AI Overviews cite it on Gridscale and it is absent on Public Cloud, Private Cloud, Hyperconverged Infrastructure.

TOP THREE MOVES
01

Win presence on Public 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.com26Cited on 26 of the queries we tested.
reddit.com16Cited on 16 of the queries we tested.
azure.microsoft.com16Cited on 16 of the queries we tested.
aws.amazon.com15Cited on 15 of the queries we tested.
hpe.com11Cited on 11 of the queries we tested.
cloud.google.com9Cited on 9 of the queries we tested.
nutanix.com8Cited on 8 of the queries we tested.
ibm.com8Cited on 8 of the queries we tested.
european-alternatives.eu8Cited on 8 of the queries we tested.
exoscale.com8Cited on 8 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations gridscale 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 gridscale on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 26 of the tested queries.
reddit.comCited on 16 of the tested queries.
azure.microsoft.comCited on 16 of the tested queries.
aws.amazon.comCited on 15 of the tested queries.
hpe.comCited on 11 of the tested queries.
cloud.google.comCited on 9 of the tested queries.
nutanix.comCited on 8 of the tested queries.
ibm.comCited on 8 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries gridscale 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 Public Cloud, Private Cloud, Hyperconverged Infrastructure.
  • 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.