GEO AUDIT  ·  BRAND-ONLY

Octopus Cloud.

A look at how Octopus Cloud 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.

Siteoctopus.cloud
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedSeptember 28, 2026  ·  by AUQ
AI Visibility Score
49
out of 100. Low band. Octopus Cloud is cited in 16 of 39 AI answers. It shows up on Spla Reporting, Csp Billing, Octopus Cloud. It is absent on Software Asset Management, Microsoft License Management, License Compliance.
Verified AI Overview citations
16
Octopus Cloud's brand is cited in 16 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
41%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Octopus Cloud scores 49 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Octopus Cloud is cited in 16 of 39 AI answers. It shows up on Spla Reporting, Csp Billing, Octopus Cloud. It is absent on Software Asset Management, Microsoft License Management, License Compliance.

AI answers fire on 100% of tracked queries, yet Octopus Cloud is quoted in only 41% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
49
Low band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%41 / 100
  • Inclusion in category answers 25%44 / 100
  • How AI describes the brand 20%67 / 100
  • Topic coverage breadth 20%50 / 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

Software Asset Management

Octopus Cloud | Solve all your Microsoft Licensing Problems Book demo Software Software Data Collector Gain insights and streamline your operations Octopus Cloud View Full visibility into licensing and usage Inventory Scanning Detect all inoctopus.cloud, 2026

Differentiators it leads with: Software Asset Management, SPLA Reporting, Microsoft License Management, License Compliance.

What Google's AI says

Recognized in AI answers for Spla Reporting, Csp Billing, Octopus Cloud

Cited as a provider on Spla Reporting, Csp Billing, Octopus Cloud queries.
Appears alongside youtube.com, zylo.com, reddit.com.
The core gap
Octopus Cloud presents as software asset management, SPLA reporting, Microsoft license management, license compliance, CSP billing. AI Overviews cite it on Spla Reporting, Csp Billing, Octopus Cloud and it is absent on Software Asset Management, Microsoft License Management, License Compliance.
Words AI uses for the brand
Spla ReportingCsp BillingOctopus Cloud
The brand's own pillars that AI omits
Software Asset ManagementMicrosoft License ManagementLicense ComplianceCited 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
Spla ReportingOwnedpositioning
Csp BillingOwnedpositioning
Octopus CloudOwnedcomparison
Software Asset ManagementInvisiblepositioning
Microsoft License ManagementInvisiblepositioning
License ComplianceInvisiblepositioning
Buyer-journey coverage

Problem Aware. Overview queries: Octopus Cloud appears on 3 of 6 themes.

Solution Aware. Owned on Spla Reporting, Csp Billing, Octopus Cloud; absent on Software Asset Management, Microsoft License Management, License Compliance.

Alternatives. 1 themes name the brand without citing it; 22 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
16
41% citation rate when AI answers.
Total brand mentions
17
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 Octopus Cloud → 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 Octopus Cloud'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.

QueryOctopus Cloud in the AI answerTop sources cited
best software asset managementAbsentreddit.com, mitti.com, forbes.com
software asset management vendorsAbsentmitti.com, cloudeagle.ai, myhospitalnow.com
software asset management solutionsAbsentgartner.com, flexera.com, servicenow.com
software asset management softwareAbsentgartner.com, flexera.com, lansweeper.com
software asset management platformAbsentgartner.com, flexera.com, servicenow.com
top software asset management providersAbsentgartner.com, assetmanagement.global, softwarereviews.com
software asset management comparisonAbsentgartner.com, usu.com, reddit.com
best spla reportingCitedsplamanager.com, octopus.cloud, scottandscottllp.com
spla reporting vendorsCitedrdpsoft.com, splamanager.com, docs.platform.softwareone.com
spla reporting solutionsCitedrdpsoft.com, octopus.cloud, splamanager.com
spla reporting softwareCitedsplamanager.com, samexpert.com, altariscloud.com
spla reporting platformCitedsplamanager.com, youtube.com, rdpsoft.com
top spla reporting providersCitedoctopus.cloud, splamanager.com, tbsc.cloud
spla reporting comparisonCitedyoutube.com, cdn.prod.website-files.com, mscloudlicensing.com
best microsoft license managementAbsentflexera.com, coreview.com, zylo.com
microsoft license management vendorsAbsentmarketplace.microsoft.com, servicenow.com, channeldive.com
microsoft license management solutionsAbsentmicrosoft.com, finops.org, zylo.com
microsoft license management softwareAbsentcommunity.spiceworks.com, spiceworks.com, docs.nexthink.com
microsoft license management platformNamed, not citedlicenselogic.co, linkedin.com, microsoft.com
top microsoft license management providersAbsentreddit.com, managedsolution.com, quisitive.com
microsoft license management comparisonAbsentreddit.com, microsoft.com, enowsoftware.com
best license complianceAbsentcrayon.com, harborcompliance.com, agentsync.io
license compliance vendorsAbsentyoutube.com, appsecsanta.com, linkedin.com
license compliance solutionsAbsentbsa.org, harborcompliance.com, flexera.com
license compliance softwareAbsentcpl.thalesgroup.com, ankura.com, spinnakersupport.com
license compliance platformAbsentharborcompliance.com, saratogacompliance.com, kusari.dev
top license compliance providersAbsentharborcompliance.com, featuredcustomers.com, guideflow.com
license compliance comparisonAbsentmend.io, youtube.com, kusari.dev
best csp billingCitedscopable.io, cspcontrolcenter.com, cloudmore.com
csp billing vendorsCitedwork365apps.com, appxite.com, octopus.cloud
csp billing solutionsCitedcspcontrolcenter.com, cloudbolt.io, reddit.com
csp billing softwareCitedsourceforge.net, peerspot.com, cspcontrolcenter.com
csp billing platformAbsentcspcontrolcenter.com, reddit.com, work365apps.com
top csp billing providersAbsentartsyltech.com, reddit.com, sherweb.com
csp billing comparisonCitedsourceforge.net, g2.com, samexpert.com
alternatives to Octopus CloudCitedreddit.com, octopus.com, peerspot.com
Octopus Cloud vs FlexeraCitedyoutube.com, linkedin.com, x.com
Octopus Cloud vs Snow SoftwareCitedyoutube.com, harness.io, invgate.com
Octopus Cloud vs ServiceNow SAMCitedservicenow.com, octopus.cloud, linkedin.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 59% of AI-answer queries

Octopus Cloud is cited in 16 of the 39 AI answers we triggered.

02

AI misreads the category

Octopus Cloud presents as software asset management, SPLA reporting, Microsoft license management, license compliance, CSP billing. AI Overviews cite it on Spla Reporting, Csp Billing, Octopus Cloud and it is absent on Software Asset Management, Microsoft License Management, License Compliance.

TOP THREE MOVES
01

Win presence on Software Asset Management

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.com16Cited on 16 of the queries we tested.
zylo.com10Cited on 10 of the queries we tested.
reddit.com9Cited on 9 of the queries we tested.
gartner.com7Cited on 7 of the queries we tested.
flexera.com6Cited on 6 of the queries we tested.
servicenow.com6Cited on 6 of the queries we tested.
ezo.io5Cited on 5 of the queries we tested.
microsoft.com5Cited on 5 of the queries we tested.
mitti.com4Cited on 4 of the queries we tested.
coreview.com4Cited on 4 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Octopus Cloud 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 Octopus Cloud on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 16 of the tested queries.
zylo.comCited on 10 of the tested queries.
reddit.comCited on 9 of the tested queries.
gartner.comCited on 7 of the tested queries.
flexera.comCited on 6 of the tested queries.
servicenow.comCited on 6 of the tested queries.
ezo.ioCited on 5 of the tested queries.
microsoft.comCited on 5 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Octopus Cloud 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 Software Asset Management, Microsoft License Management, License Compliance.
  • 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.