GEO AUDIT  ·  BRAND-ONLY

Exosite.

A look at how Exosite 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.

Siteexosite.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedOctober 21, 2026  ·  by AUQ
AI Visibility Score
17
out of 100. Absent band. Exosite is cited in 4 of 39 AI answers. It shows up on Exosite. It is absent on Industrial Iot, Condition Monitoring, Remote Equipment Monitoring.
Verified AI Overview citations
4
Exosite'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

Exosite scores 17 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Exosite is cited in 4 of 39 AI answers. It shows up on Exosite. It is absent on Industrial Iot, Condition Monitoring, Remote Equipment Monitoring.

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

AI Visibility Score
17
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%10 / 100
  • Inclusion in category answers 25%13 / 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

Industrial IoT

Exosite | Industrial IoT Platform for Equipment Makers Platform Murano The platform architecture, scale, and hosting options ExoSense The white-label condition monitoring application Solutions Use Cases Service Transformation Condition Moniexosite.com, 2026

Differentiators it leads with: ExoSense, Industrial IoT, Condition Monitoring, Remote Equipment Monitoring.

What Google's AI says

Recognized in AI answers for Exosite

Cited as a provider on Exosite queries.
Appears alongside youtube.com, tractian.com, revenuebase.ai.
The core gap
Exosite presents as industrial IoT, condition monitoring, remote equipment monitoring, predictive maintenance, IIoT data visualization. AI Overviews cite it on Exosite and it is absent on Industrial Iot, Condition Monitoring, Remote Equipment Monitoring.
Words AI uses for the brand
Exosite
The brand's own pillars that AI omits
Industrial IotCondition MonitoringRemote Equipment MonitoringCited 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
ExositeOwnedcomparison
Industrial IotInvisiblepositioning
Condition MonitoringInvisiblepositioning
Remote Equipment MonitoringInvisiblepositioning
Predictive MaintenanceInvisiblepositioning
Iiot Data VisualizationInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Exosite; absent on Industrial Iot, Condition Monitoring, Remote Equipment Monitoring.

Alternatives. 1 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
39
100% of tracked queries trigger an AI Overview.
Times brand cited
4
10% citation rate when AI answers.
Total brand mentions
5
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 Exosite → 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 Exosite'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.

QueryExosite in the AI answerTop sources cited
best industrial iotAbsentreddit.com, cisco.com, siemens.com
industrial iot vendorsAbsentasiagrowthpartners.com, featuredcustomers.com, iot-analytics.com
industrial iot solutionsAbsentcisco.com, scnsoft.com, aveva.com
industrial iot softwareAbsentfeaturedcustomers.com, aws.amazon.com, edgeonecomputing.com
industrial iot platformAbsentgartner.com, siemens.com, ixon.cloud
top industrial iot providersAbsentasiagrowthpartners.com, reddit.com, trustradius.com
industrial iot comparisonAbsentreddit.com, resources.sw.siemens.com, ubidots.com
best condition monitoringAbsentyoutube.com, cbmconnect.com, featuredcustomers.com
condition monitoring vendorsAbsentmono.ipros.com, globalspec.com, sourceforge.net
condition monitoring solutionsAbsentskf.com, rockwellautomation.com, tractian.com
condition monitoring softwareAbsentemerson.com, dewesoft.com, gartner.com
condition monitoring platformAbsentfacilio.com, bakerhughes.com, keyence.com
top condition monitoring providersAbsentyoutube.com, conditionmonitoringservices.com, orases.com
condition monitoring comparisonCitedyoutube.com, f7i.ai, ibm.com
best remote equipment monitoringAbsentrevenuebase.ai, thectoclub.com, nexxora.technology
remote equipment monitoring vendorsAbsentaws.amazon.com, supportsave.com, softwareworld.co
remote equipment monitoring solutionsAbsenttractian.com, google.com, aggreko.com
remote equipment monitoring softwareAbsentreddit.com, youtube.com, teamviewer.com
remote equipment monitoring platformAbsentyoutube.com, makula.io, pre-scient.com
top remote equipment monitoring providersAbsenthelpwire.app, beckershospitalreview.com, revenuebase.ai
remote equipment monitoring comparisonAbsentreddit.com, tractian.com, dpstele.com
best predictive maintenanceAbsentiot-analytics.com, tractian.com, aws.amazon.com
predictive maintenance vendorsAbsentc3.ai, revenuebase.ai, linkedin.com
predictive maintenance solutionsAbsentautomation.omron.com, advancedtech.com, aws.amazon.com
predictive maintenance softwareAbsenthexagon.com, ibm.com, accruent.com
predictive maintenance platformAbsenttractian.com, oxmaint.com, hexagon.com
top predictive maintenance providersAbsentrevenuebase.ai, tractian.com, assetwatch.com
predictive maintenance comparisonAbsentgetmaintainx.com, oxand.com, oxmaint.com
best iiot data visualizationAbsentveryableops.com, community.hpe.com, myhospitalnow.com
iiot data visualization vendorsAbsentrevenuebase.ai, slashdot.org, asiagrowthpartners.com
iiot data visualization solutionsAbsentlocusit.se, capterra.com, getapp.com
iiot data visualization softwareAbsentopenautomationsoftware.com, iiot-world.com, grafana.com
iiot data visualization platformAbsentlinkedin.com, prolim.com, kopiustech.com
top iiot data visualization providersAbsentmyhospitalnow.com, community.hpe.com, getapp.com
iiot data visualization comparisonAbsentlink.springer.com, devopsschool.com, openautomationsoftware.com
alternatives to ExositeNamed, not citedpromeraki.com, blog.iotellect.com, portainer.industries
Exosite vs LitmusCitedsourceforge.net, litmus.io, exosite.com
Exosite vs CumulocityCitedexosite.com, gartner.com, cumulocity.com
Exosite vs ThingWorxCitedttpsc.com, g2.com, capterra.co.nz
THREE FINDINGS THAT MATTER
01

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

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

02

AI misreads the category

Exosite presents as industrial IoT, condition monitoring, remote equipment monitoring, predictive maintenance, IIoT data visualization. AI Overviews cite it on Exosite and it is absent on Industrial Iot, Condition Monitoring, Remote Equipment Monitoring.

TOP THREE MOVES
01

Win presence on Industrial Iot

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.com17Cited on 17 of the queries we tested.
tractian.com13Cited on 13 of the queries we tested.
revenuebase.ai8Cited on 8 of the queries we tested.
aws.amazon.com8Cited on 8 of the queries we tested.
gartner.com8Cited on 8 of the queries we tested.
google.com7Cited on 7 of the queries we tested.
ibm.com7Cited on 7 of the queries we tested.
reddit.com6Cited on 6 of the queries we tested.
siemens.com6Cited on 6 of the queries we tested.
featuredcustomers.com6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Exosite 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 Exosite on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 17 of the tested queries.
tractian.comCited on 13 of the tested queries.
revenuebase.aiCited on 8 of the tested queries.
aws.amazon.comCited on 8 of the tested queries.
gartner.comCited on 8 of the tested queries.
google.comCited on 7 of the tested queries.
ibm.comCited on 7 of the tested queries.
reddit.comCited on 6 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Exosite 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 Industrial Iot, Condition Monitoring, Remote Equipment Monitoring.
  • 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.