GEO AUDIT  ·  BRAND-ONLY

NVIT.

A look at how NVIT 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.

Sitenvit.tech
Where we lookedGoogle AI Overviews, US
Questions tested36 brand, category, and competitor queries
PreparedJune 29, 2026  ·  by AUQ
AI Visibility Score
4
out of 100. Absent band. NVIT is cited in 0 of 36 AI answers. It is absent on Custom Software Development, Ai Development Services, Cloud Consulting.
Verified AI Overview citations
0
NVIT's brand is cited in 0 of the 36 AI-answer queries we tested.
AI answer trigger rate
100%
Google's AI answer box fires on 36 of 36 tracked queries.
Citation rate when AI answers
0%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

NVIT scores 4 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

NVIT is cited in 0 of 36 AI answers. It is absent on Custom Software Development, Ai Development Services, Cloud Consulting.

AI answers fire on 100% of tracked queries, yet NVIT is quoted in only 0% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
4
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers3 / 100
  • Quality of placement when cited30 / 100
  • How AI describes the brand17 / 100
  • Topic coverage breadth0 / 100
  • Your pages being quoted0 / 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
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
NvitPartialcomparison
Custom Software DevelopmentInvisiblepositioning
Ai Development ServicesInvisiblepositioning
Cloud ConsultingInvisiblepositioning
Devops ServicesInvisiblepositioning
Machine Learning ConsultingInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: NVIT appears on 0 of 6 themes.

Solution Aware. Owned on few; absent on Custom Software Development, Ai Development Services, Cloud Consulting.

Alternatives. 1 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
36
Brand, category, and comparison queries analyzed.
AI answers fired
36
100% of tracked queries trigger an AI Overview.
Times brand cited
0
0% citation rate when AI answers.
Total brand mentions
1
Across all observed AI responses.
Case Studies

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Get results like these for NVIT → See all case studies
QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

36 queries across branded, positioning, and comparison intent. "Cited" means NVIT'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.

QueryTypeNVIT in the AI answerTop sources cited
best custom software developmentPositioningAbsentclassicinformatics.com, hireinsouth.com, imgglobalinfotech.com
custom software development vendorsPositioningAbsentgartner.com, luxoft.com, designrush.com
custom software development solutionsPositioningAbsentitransition.com, solutiondesign.com, youtube.com
custom software development softwarePositioningAbsentintellias.com, gartner.com, scnsoft.com
custom software development platformPositioningAbsentsalesforce.com, stratoflow.com, dir.indiamart.com
top custom software development providersPositioningAbsenttechaheadcorp.com, classicinformatics.com, itransition.com
custom software development comparisonPositioningAbsentkimei-global.com, gainhq.com, modall.ca
best ai development servicesPositioningAbsentcoherentsolutions.com, masterofcode.com, appinventiv.com
ai development services vendorsPositioningAbsentcoherentsolutions.com, itransition.com, leewayhertz.com
ai development services solutionsPositioningAbsentitransition.com, techwize.com, appinventiv.com
ai development services softwarePositioningAbsentcoherentsolutions.com, itransition.com, scnsoft.com
ai development services platformPositioningAbsentclarista.io, mirantis.com, scnsoft.com
top ai development services providersPositioningAbsentclutch.co, masterofcode.com, rtslabs.com
ai development services comparisonPositioningAbsentg2.com, itransition.com, gartner.com
best cloud consultingPositioningAbsentconsulting.us, obsium.io, scnsoft.com
cloud consulting vendorsPositioningAbsentclutch.co, obsium.io, dysnix.com
cloud consulting solutionsPositioningAbsentsoftwebsolutions.com, protiviti.com, cloud.google.com
cloud consulting softwarePositioningAbsentitransition.com, scnsoft.com, softwaremind.com
cloud consulting platformPositioningAbsentcloud.google.com, ibm.com, accenture.com
top cloud consulting providersPositioningAbsentconsulting.us, clutch.co, consultancy.eu
cloud consulting comparisonPositioningAbsentvaronis.com, ciat.edu, corsicatech.com
best devops servicesPositioningAbsentdeployflow.co, clutch.co, invozone.com
devops services vendorsPositioningAbsentdataart.com, 10pearls.com, future-processing.com
devops services solutionsPositioningAbsentdataart.com, 10pearls.com, appinventiv.com
devops services softwarePositioningAbsentazure.microsoft.com, aws.amazon.com, about.gitlab.com
devops services platformPositioningAbsentabout.gitlab.com, azure.microsoft.com, salesforce.com
top devops services providersPositioningAbsentfuture-processing.com, dataart.com, octopus.com
devops services comparisonPositioningAbsentlearn.microsoft.com, scalefactory.com, radhires.com
best machine learning consultingPositioningAbsentitransition.com, fortegrp.com, blackthorn-vision.com
machine learning consulting vendorsPositioningAbsentitransition.com, fortegrp.com, saviantconsulting.com
machine learning consulting solutionsPositioningAbsentfreshconsulting.com, saviantconsulting.com, fortegrp.com
machine learning consulting softwarePositioningAbsentfortegrp.com, freshconsulting.com, blackthorn-vision.com
machine learning consulting platformPositioningAbsentfortegrp.com, leewayhertz.com, freshconsulting.com
top machine learning consulting providersPositioningAbsentleewayhertz.com, fortegrp.com, rtslabs.com
machine learning consulting comparisonPositioningAbsenthireinsouth.com, machinelearningconsulting.co.uk, zoolatechno.bigcartel.com
alternatives to NVITComparisonNamed, not citedtradingview.com, yieldmaxetfs.com, rexshares.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 100% of AI-answer queries

NVIT is cited in 0 of the 36 AI answers we triggered.

02

AI misreads the category

NVIT presents as custom software development, AI development services, cloud consulting, DevOps services, machine learning consulting. AI Overviews cite it on few queries and it is absent on Custom Software Development, Ai Development Services, Cloud Consulting.

TOP THREE MOVES
01

Win presence on Custom Software Development

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

IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Custom Software Development

NVIT | Empowers businesses with tailored software solutions, including AI/ML, cloud, and DevOps expertise.nvit.tech, 2026

Differentiators it leads with: Custom Software Development, AI Development Services, Cloud Consulting, DevOps Services.

What Google's AI says

Limited AI Overview presence

Rarely cited as a source in AI answers.
Appears alongside youtube.com, itransition.com, clutch.co.
The core gap
NVIT presents as custom software development, AI development services, cloud consulting, DevOps services, machine learning consulting. AI Overviews cite it on few queries and it is absent on Custom Software Development, Ai Development Services, Cloud Consulting.
Words AI uses for the brand
none surfaced
The brand's own pillars that AI omits
Custom Software DevelopmentAi Development ServicesCloud ConsultingCited source on vendor and comparison queries
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.
itransition.com12Cited on 12 of the queries we tested.
clutch.co12Cited on 12 of the queries we tested.
blackthorn-vision.com10Cited on 10 of the queries we tested.
aws.amazon.com10Cited on 10 of the queries we tested.
scnsoft.com8Cited on 8 of the queries we tested.
linkedin.com7Cited on 7 of the queries we tested.
leewayhertz.com7Cited on 7 of the queries we tested.
ibm.com7Cited on 7 of the queries we tested.
cloud.google.com7Cited on 7 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations NVIT 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 NVIT on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 20 of the tested queries.
itransition.comCited on 12 of the tested queries.
clutch.coCited on 12 of the tested queries.
blackthorn-vision.comCited on 10 of the tested queries.
aws.amazon.comCited on 10 of the tested queries.
scnsoft.comCited on 8 of the tested queries.
linkedin.comCited on 7 of the tested queries.
leewayhertz.comCited on 7 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries NVIT 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 Custom Software Development, Ai Development Services, Cloud Consulting.
  • 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.