GEO AUDIT  ·  BRAND-ONLY

Dorado Software.

A look at how Dorado Software 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.

Sitedoradosoftware.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedNovember 6, 2026  ·  by AUQ
AI Visibility Score
18
out of 100. Absent band. Dorado Software is cited in 4 of 39 AI answers. It shows up on Dorado Software. It is absent on Multi-Vendor Network Management Software, Sonic Network Management, Network Automation Platform.
Verified AI Overview citations
4
Dorado Software's brand is cited in 4 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
10%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Dorado Software scores 18 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Dorado Software is cited in 4 of 39 AI answers. It shows up on Dorado Software. It is absent on Multi-Vendor Network Management Software, Sonic Network Management, Network Automation Platform.

AI answers fire on 100% of tracked queries, yet Dorado Software is quoted in only 10% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
18
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%10 / 100
  • Inclusion in category answers 25%18 / 100
  • How AI describes the brand 20%33 / 100
  • Topic coverage breadth 20%17 / 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

Multi-Vendor Network Management Software

Dorado Software DEMO         TRIAL SONiC Integrated SONiC Networks SONiC Deployment Enteprise Broadcom Community SOFTWARE Cruz Portfolio Agentic AI Cruz AI Vision Cruz AI Fabric Controller Cruz Compute Controller - C3 Redoradosoftware.com, 2026

Differentiators it leads with: Cruz, Multi-Vendor Network Management Software, SONiC Network Management, Network Automation Platform.

What Google's AI says

Recognized in AI answers for Dorado Software

Cited as a provider on Dorado Software queries.
Appears alongside google.com, youtube.com, reddit.com.
The core gap
Dorado Software presents as multi-vendor network management software, SONiC network management, network automation platform, open networking management, data center infrastructure monitoring. AI Overviews cite it on Dorado Software and it is absent on Multi-Vendor Network Management Software, Sonic Network Management, Network Automation Platform.
Words AI uses for the brand
Dorado Software
The brand's own pillars that AI omits
Multi-Vendor Network Management SoftwareSonic Network ManagementNetwork Automation PlatformCited 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
Dorado SoftwareOwnedcomparison
Multi-Vendor Network Management SoftwareInvisiblepositioning
Sonic Network ManagementInvisiblepositioning
Network Automation PlatformInvisiblepositioning
Open Networking ManagementInvisiblepositioning
Data Center Infrastructure MonitoringInvisiblepositioning
Buyer-journey coverage

Problem Aware. Overview queries: Dorado Software appears on 1 of 6 themes.

Solution Aware. Owned on Dorado Software; absent on Multi-Vendor Network Management Software, Sonic Network Management, Network Automation Platform.

Alternatives. 3 themes name the brand without citing it; 32 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
4
10% citation rate when AI answers.
Total brand mentions
7
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 Dorado Software → 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 Dorado Software'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.

QueryDorado Software in the AI answerTop sources cited
best multi-vendor network management softwareAbsentreddit.com, itential.com, manageengine.com
multi-vendor network management software vendorsAbsenttechtarget.com, trueitpros.com, thectoclub.com
multi-vendor network management software solutionsAbsentnetbrain.com, thwack.solarwinds.com, rconfig.com
multi-vendor network management software softwareAbsentgoogle.com, g2.com, technologycounter.com
multi-vendor network management software platformAbsentgoogle.com, rconfig.com, g2.com
top multi-vendor network management software providersAbsentgoogle.com, netdata.cloud, thectoclub.com
multi-vendor network management software comparisonAbsentgoogle.com, guideflow.com, networkworld.com
best sonic network managementCitedfaun.dev, reddit.com, dell.com
sonic network management vendorsAbsentplvision.eu, youtube.com, qct.io
sonic network management solutionsAbsentbroadcom.com, youtube.com, linuxfoundation.org
sonic network management softwareAbsentsonicfoundation.dev, youtube.com, google.com
sonic network management platformAbsentsonicfoundation.dev, packetpushers.net, infohub.delltechnologies.com
top sonic network management providersNamed, not citedyoutube.com, google.com, qct.io
sonic network management comparisonNamed, not citedreddit.com, aviznetworks.com, ipinfusion.com
best network automation platformAbsentyoutube.com, reddit.com, netbrain.com
network automation platform vendorsAbsenthashicorp.com, google.com, onap.org
network automation platform solutionsAbsentyoutube.com, infoblox.com, cloud.google.com
network automation platform softwareAbsentyoutube.com, onap.org, google.com
network automation platform platformAbsentyoutube.com, cisco.com, google.com
top network automation platform providersAbsentariesrosales.com, google.com, youtube.com
network automation platform comparisonAbsentrichardkilleen.co.uk, gartner.com, hamilton-barnes.com
best open networking managementAbsentyoutube.com, google.com, blog.domotz.com
open networking management vendorsAbsentreddit.com, nagios.org, google.com
open networking management solutionsAbsentopenwisp.org, youtube.com, opennms.com
open networking management softwareAbsentlazyadmin.nl, youtube.com, ntop.org
open networking management platformAbsentreddit.com, asteraix.com, google.com
top open networking management providersAbsentstarviewtech.net, networking.cioreview.com, trustradius.com
open networking management comparisonAbsentipinfusion.com, google.com, itential.com
best data center infrastructure monitoringAbsentconcertium.com, gartner.com, archilabs.ai
data center infrastructure monitoring vendorsAbsentvertiv.com, reddit.com, sciencelogic.com
data center infrastructure monitoring solutionsAbsentmanageengine.com, netdata.cloud, infotech.com
data center infrastructure monitoring softwareAbsentcisco.com, reliamag.com, enterprisenetworkingplanet.com
data center infrastructure monitoring platformAbsentcisco.com, hivemq.com, softwebsolutions.com
top data center infrastructure monitoring providersAbsentlinkedin.com, netdata.cloud, akcp.com
data center infrastructure monitoring comparisonAbsentgartner.com, netdata.cloud, google.com
alternatives to Dorado SoftwareNamed, not citedninjaone.com, zoominfo.com, google.com
Dorado Software vs SolarWindsCitedsolarwinds.com, doradosoftware.com, networkworld.com
Dorado Software vs Cisco DNA CenterCitedipcisco.com, google.com, goleadingit.com
Dorado Software vs Juniper ApstraCitedwestconcomstor.com, reddit.com, juniper.net
THREE FINDINGS THAT MATTER
01

The brand is missing from 90% of AI-answer queries

Dorado Software is cited in 4 of the 39 AI answers we triggered.

02

AI misreads the category

Dorado Software presents as multi-vendor network management software, SONiC network management, network automation platform, open networking management, data center infrastructure monitoring. AI Overviews cite it on Dorado Software and it is absent on Multi-Vendor Network Management Software, Sonic Network Management, Network Automation Platform.

TOP THREE MOVES
01

Win presence on Multi-Vendor Network Management Software

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
google.com33Cited on 33 of the queries we tested.
youtube.com21Cited on 21 of the queries we tested.
reddit.com14Cited on 14 of the queries we tested.
netdata.cloud11Cited on 11 of the queries we tested.
cisco.com6Cited on 6 of the queries we tested.
thectoclub.com5Cited on 5 of the queries we tested.
g2.com5Cited on 5 of the queries we tested.
gartner.com5Cited on 5 of the queries we tested.
sonicfoundation.dev5Cited on 5 of the queries we tested.
itential.com4Cited on 4 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Dorado Software 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 Dorado Software on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
google.comCited on 33 of the tested queries.
youtube.comCited on 21 of the tested queries.
reddit.comCited on 14 of the tested queries.
netdata.cloudCited on 11 of the tested queries.
cisco.comCited on 6 of the tested queries.
thectoclub.comCited on 5 of the tested queries.
g2.comCited on 5 of the tested queries.
gartner.comCited on 5 of the tested queries.
Key observation
google.com is the most-cited source across the queries Dorado Software 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 Multi-Vendor Network Management Software, Sonic Network Management, Network Automation Platform.
  • 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.