GEO AUDIT  ·  BRAND-ONLY

Citian.

A look at how Citian 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.

Sitecitian.co
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedNovember 6, 2026  ·  by AUQ
AI Visibility Score
27
out of 100. Low band. Citian is cited in 8 of 39 AI answers. It shows up on Citian. It is absent on Transportation Digital Twin Software, Crash Data Analysis Software, Ada Right-Of-Way Asset Management.
Verified AI Overview citations
8
Citian's brand is cited in 8 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
21%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Citian scores 27 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Citian is cited in 8 of 39 AI answers. It shows up on Citian. It is absent on Transportation Digital Twin Software, Crash Data Analysis Software, Ada Right-Of-Way Asset Management.

AI answers fire on 100% of tracked queries, yet Citian is quoted in only 21% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
27
Low band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%21 / 100
  • Inclusion in category answers 25%23 / 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

Transportation Digital Twin Software

Proactive Roadway Safety Planning Platform | Citian --> --> CRASH™ ADAPT™ Use Cases About Careers Blog Schedule Demo Schedule Demo Transform Infrastructure with Precision Citian immerses the transportation planner and engineer directly in ycitian.co, 2026

Differentiators it leads with: Transportation Digital Twin Software, Crash Data Analysis Software, ADA Right-Of-Way Asset Management, Transportation Safety Analytics.

What Google's AI says

Recognized in AI answers for Citian

Cited as a provider on Citian queries.
Appears alongside google.com, youtube.com, opengov.com.
The core gap
Citian presents as transportation digital twin software, crash data analysis software, ADA right-of-way asset management, transportation safety analytics, infrastructure asset management for cities. AI Overviews cite it on Citian and it is absent on Transportation Digital Twin Software, Crash Data Analysis Software, Ada Right-Of-Way Asset Management.
Words AI uses for the brand
Citian
The brand's own pillars that AI omits
Transportation Digital Twin SoftwareCrash Data Analysis SoftwareAda Right-Of-Way Asset 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
CitianOwnedcomparison
Transportation Digital Twin SoftwareInvisiblepositioning
Crash Data Analysis SoftwareInvisiblepositioning
Ada Right-Of-Way Asset ManagementInvisiblepositioning
Transportation Safety AnalyticsInvisiblepositioning
Infrastructure Asset Management For CitiesInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Citian; absent on Transportation Digital Twin Software, Crash Data Analysis Software, Ada Right-Of-Way Asset Management.

Alternatives. 1 themes name the brand without citing it; 30 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
8
21% citation rate when AI answers.
Total brand mentions
9
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 Citian → 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 Citian'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.

QueryCitian in the AI answerTop sources cited
best transportation digital twin softwareAbsentguideflow.com, google.com, flypix.ai
transportation digital twin software vendorsAbsentdigitalbluefoam.com, google.com, youtube.com
transportation digital twin software solutionsAbsentitsa.org, google.com, ifactoryapp.com
transportation digital twin software softwareAbsentyoutube.com, transit.ac.uk, google.com
transportation digital twin software platformAbsentyoutube.com, ctengineeringgroup.com, resources.imaginit.com
top transportation digital twin software providersAbsentgoogle.com, marketsandmarkets.com, anylogic.com
transportation digital twin software comparisonAbsentgoogle.com, reliamag.com, ctomagazine.com
best crash data analysis softwareAbsenthighways.dot.gov, google.com, firebase.google.com
crash data analysis software vendorsCitedhighways.dot.gov, crashdatagroup.com, trlsoftware.com
crash data analysis software solutionsAbsentroadsoft.org, aashtoware.org, indeed.com
crash data analysis software softwareNamed, not citedhighways.dot.gov, firebase.google.com, economicmind.com
crash data analysis software platformAbsentyoutube.com, google.com, firebase.google.com
top crash data analysis software providersAbsentfirebase.google.com, google.com
crash data analysis software comparisonCitedcollision-sciences.com, dsd.at, google.com
best ada right-of-way asset managementAbsentaccess-board.gov, google.com, bluedag.com
ada right-of-way asset management vendorsCitedfacebook.com, deepwalk.com, citian.co
ada right-of-way asset management solutionsAbsentyoutube.com, opengov.com, gocivix.com
ada right-of-way asset management softwareCitedopengov.com, bluedag.com, google.com
ada right-of-way asset management platformAbsentifactoryapp.com, opengov.com, bluedag.com
top ada right-of-way asset management providersAbsenticc-ims.com, opengov.com, gocivix.com
ada right-of-way asset management comparisonAbsentgoogle.com, youtube.com, bluedag.com
best transportation safety analyticsAbsentloginextsolutions.com, youtube.com, google.com
transportation safety analytics vendorsAbsentgovtribe.com, revenuebase.ai, google.com
transportation safety analytics solutionsAbsenttransoftsolutions.com, youtube.com, google.com
transportation safety analytics softwareAbsenthighways.dot.gov, inrix.com, econolite.com
transportation safety analytics platformAbsentflocksafety.com, publicworks.com, traffictechnologytoday.com
top transportation safety analytics providersAbsentrevenuebase.ai, supplychaindigital.com, inrix.com
transportation safety analytics comparisonAbsentgoogle.com, meegle.com, youtube.com
best infrastructure asset management for citiesAbsentpsdcitywide.com, fulcrumapp.com, fcm.ca
infrastructure asset management for cities vendorsAbsentgoogle.com, www2.psdcitywide.com, cloudaware.com
infrastructure asset management for cities solutionsAbsentportland.gov, fulcrumapp.com, gofmx.com
infrastructure asset management for cities softwareAbsenttrimble.com, aquasight.io, civicplus.com
infrastructure asset management for cities platformAbsentgofmx.com, sensen.ai, civicplus.com
top infrastructure asset management for cities providersAbsentinfrastructureinvestor.com, polarismarketresearch.com
infrastructure asset management for cities comparisonAbsentgoogle.com, analyticssteps.com, opengov.com
alternatives to CitianCitedcitian.co, google.com, nirman.vc
Citian vs NumetricCitedhighways.dot.gov, txdot.gov, google.com
Citian vs CartegraphCitedopengov.com, esri.com, citian.co
Citian vs IterisCitediteris.com, youtube.com, google.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 79% of AI-answer queries

Citian is cited in 8 of the 39 AI answers we triggered.

02

AI misreads the category

Citian presents as transportation digital twin software, crash data analysis software, ADA right-of-way asset management, transportation safety analytics, infrastructure asset management for cities. AI Overviews cite it on Citian and it is absent on Transportation Digital Twin Software, Crash Data Analysis Software, Ada Right-Of-Way Asset Management.

TOP THREE MOVES
01

Win presence on Transportation Digital Twin 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.com30Cited on 30 of the queries we tested.
youtube.com19Cited on 19 of the queries we tested.
opengov.com6Cited on 6 of the queries we tested.
ifactoryapp.com5Cited on 5 of the queries we tested.
highways.dot.gov5Cited on 5 of the queries we tested.
bluedag.com5Cited on 5 of the queries we tested.
flocksafety.com5Cited on 5 of the queries we tested.
trimble.com5Cited on 5 of the queries we tested.
anylogic.com4Cited on 4 of the queries we tested.
firebase.google.com4Cited on 4 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Citian 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 Citian on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
google.comCited on 30 of the tested queries.
youtube.comCited on 19 of the tested queries.
opengov.comCited on 6 of the tested queries.
ifactoryapp.comCited on 5 of the tested queries.
highways.dot.govCited on 5 of the tested queries.
bluedag.comCited on 5 of the tested queries.
flocksafety.comCited on 5 of the tested queries.
trimble.comCited on 5 of the tested queries.
Key observation
google.com is the most-cited source across the queries Citian 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 Transportation Digital Twin Software, Crash Data Analysis Software, Ada Right-Of-Way Asset 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.