GEO AUDIT  ·  BRAND-ONLY

IoT83.

A look at how IoT83 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.

Siteiot83.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedOctober 7, 2026  ·  by AUQ
AI Visibility Score
23
out of 100. Absent band. IoT83 is cited in 6 of 39 AI answers. It shows up on Iot83. It is absent on Industrial Iot, Aiot Application Enablement, Asset Performance Management.
Verified AI Overview citations
6
IoT83's brand is cited in 6 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
15%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

IoT83 scores 23 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

IoT83 is cited in 6 of 39 AI answers. It shows up on Iot83. It is absent on Industrial Iot, Aiot Application Enablement, Asset Performance Management.

AI answers fire on 100% of tracked queries, yet IoT83 is quoted in only 15% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
23
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%15 / 100
  • Inclusion in category answers 25%18 / 100
  • How AI describes the brand 20%50 / 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

Flex83 | Enterprise AIoT Platform Replacing 25+ IoT Services Product Product One AIoT platform replacing 30+ cloud services Watch Demo Platform Functions Product Overview One platform. Every industrial use case, end to end. Data Connectivitiot83.com, 2026

Differentiators it leads with: Flex83, Industrial IoT, AIoT Application Enablement, Asset Performance Management.

What Google's AI says

Recognized in AI answers for Iot83

Cited as a provider on Iot83 queries.
Appears alongside youtube.com, aws.amazon.com, reddit.com.
The core gap
IoT83 presents as industrial IoT, AIoT application enablement, asset performance management, remote monitoring, IoT application development. AI Overviews cite it on Iot83 and it is absent on Industrial Iot, Aiot Application Enablement, Asset Performance Management.
Words AI uses for the brand
Iot83
The brand's own pillars that AI omits
Industrial IotAiot Application EnablementAsset Performance ManagementCited 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
Iot83Ownedcomparison
Industrial IotInvisiblepositioning
Aiot Application EnablementInvisiblepositioning
Asset Performance ManagementInvisiblepositioning
Remote MonitoringInvisiblepositioning
Iot Application DevelopmentInvisiblepositioning
Buyer-journey coverage

Problem Aware. Overview queries: IoT83 appears on 1 of 6 themes.

Solution Aware. Owned on Iot83; absent on Industrial Iot, Aiot Application Enablement, Asset Performance Management.

Alternatives. 1 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
6
15% 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 IoT83 → 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 IoT83'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.

QueryIoT83 in the AI answerTop sources cited
best industrial iotAbsentubidots.com, particle.io, reliamag.com
industrial iot vendorsAbsentresources.sw.siemens.com, quora.com, reddit.com
industrial iot solutionsAbsentscnsoft.com, siemens.com, fabrity.com
industrial iot softwareAbsentgartner.com, inductiveautomation.com, aveva.com
industrial iot platformAbsentcisco.com, siemens.com, ixon.cloud
top industrial iot providersAbsentasiagrowthpartners.com, revenuebase.ai, quora.com
industrial iot comparisonCitedreddit.com, resources.sw.siemens.com, emqx.com
best aiot application enablementAbsentsisgain.com, advantech.com, uk.finance.yahoo.com
aiot application enablement vendorsAbsentdavra.com, marketsandmarkets.com, counterpointresearch.com
aiot application enablement solutionsAbsentmarketsandmarkets.com, leotek.com, supermicro.com
aiot application enablement softwareNamed, not citedlinkedin.com, marketsandmarkets.com, finance.yahoo.com
aiot application enablement platformCitediot83.com, plataine.com, marketsandmarkets.com
top aiot application enablement providersAbsentgartner.com
aiot application enablement comparisonAbsentresearchgate.net
best asset performance managementAbsentgartner.com, aspentech.com, aveva.com
asset performance management vendorsAbsentdynatrace.com, augmentcode.com, hud.io
asset performance management solutionsAbsentyoutube.com, atlas.verdantix.com, gevernova.com
asset performance management softwareAbsentaveva.com, octave.com, gartner.com
asset performance management platformAbsentifs.com, aspentech.com, appsruntheworld.com
top asset performance management providersAbsenttractian.com, gartner.com, aveva.com
asset performance management comparisonAbsentgartner.com, reliamag.com, processgenius.eu
best remote monitoringAbsentreddit.com, blog.prevounce.com, tellihealth.com
remote monitoring vendorsAbsentcaresimple.com, 1bioshealth.com, ccnhealth.com
remote monitoring solutionsAbsentaws.amazon.com, solarwinds.com, blog.prevounce.com
remote monitoring softwareAbsentinsightful.io, aws.amazon.com, solarwinds.com
remote monitoring platformAbsentoracle.com, healtharc.io, caresimple.com
top remote monitoring providersAbsentyoutube.com, empeek.com, globaldatarouteanalytics.com
remote monitoring comparisonAbsenttenovi.com, oracle.com, headsuphealth.com
best iot application developmentAbsentintuz.com, axon.dev, shanikaw.medium.com
iot application development vendorsAbsentxchange.avixa.org, techaheadcorp.com, appinventiv.com
iot application development solutionsAbsentembitel.com, eleks.com, xchange.avixa.org
iot application development softwareAbsentmendix.com, epnovate.com, addonsolutions.com
iot application development platformAbsentcsrc.nist.gov, persistent.com, community.particle.io
top iot application development providersAbsentxchange.avixa.org, axon.dev, themanifest.com
iot application development comparisonAbsentpeerspot.com, ieeexplore.ieee.org, ubidots.com
alternatives to IoT83Citediot83.com, sourceforge.net, tracxn.com
IoT83 vs ThingWorxCitediot83.com, machinecdn.com, youtube.com
IoT83 vs CumulocityCitedinsight.tmcnet.com, sourceforge.net, iot83.com
IoT83 vs AWS IoTCitediot83.com, linkedin.com, docs.aws.amazon.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 85% of AI-answer queries

IoT83 is cited in 6 of the 39 AI answers we triggered.

02

AI misreads the category

IoT83 presents as industrial IoT, AIoT application enablement, asset performance management, remote monitoring, IoT application development. AI Overviews cite it on Iot83 and it is absent on Industrial Iot, Aiot Application Enablement, Asset Performance Management.

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.com20Cited on 20 of the queries we tested.
aws.amazon.com10Cited on 10 of the queries we tested.
reddit.com7Cited on 7 of the queries we tested.
g2.com7Cited on 7 of the queries we tested.
azure.microsoft.com6Cited on 6 of the queries we tested.
gartner.com6Cited on 6 of the queries we tested.
ibm.com6Cited on 6 of the queries we tested.
quora.com5Cited on 5 of the queries we tested.
linkedin.com5Cited on 5 of the queries we tested.
siemens.com5Cited on 5 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations IoT83 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 IoT83 on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 20 of the tested queries.
aws.amazon.comCited on 10 of the tested queries.
reddit.comCited on 7 of the tested queries.
g2.comCited on 7 of the tested queries.
azure.microsoft.comCited on 6 of the tested queries.
gartner.comCited on 6 of the tested queries.
ibm.comCited on 6 of the tested queries.
quora.comCited on 5 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries IoT83 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, Aiot Application Enablement, Asset Performance Management.
  • 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.