GEO AUDIT · BRAND-ONLY

TAO.

A look at how TAO 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.

Sitetaotesting.com

Where we lookedGoogle AI Overviews, US

Questions tested39 brand, category, and competitor queries

PreparedOctober 21, 2026 · by AUQ

AI Visibility Score

out of 100. Low band. TAO is cited in 6 of 39 AI answers. It shows up on Qti Assessment. It is absent on Online Assessment, Computer-Based Testing, Digital Assessment.

Verified AI Overview citations

TAO'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

TAO scores 32 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

TAO is cited in 6 of 39 AI answers. It shows up on Qti Assessment. It is absent on Online Assessment, Computer-Based Testing, Digital Assessment.

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

AI Visibility Score

Low band

BarelyLowCompetitiveDominant

What's in the score

Your pages being quoted 35%15 / 100
Inclusion in category answers 25%28 / 100
How AI describes the brand 20%83 / 100
Topic coverage breadth 20%17 / 100

IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Online Assessment

Digital Assessment Platform & Online Testing Software | TAO --> Skip to content TAO logo with stylized starbust circles English Français Español Deutsch 日本語 Italiano Norsk Solutions Assessment Need Our platform components act as a powertaotesting.com, 2026

Differentiators it leads with: TAO Testing, Online Assessment, Computer-Based Testing, QTI Assessment.

What Google's AI says

Recognized in AI answers for Qti Assessment

Cited as a provider on Qti Assessment queries.

Appears alongside youtube.com, assess.com, reddit.com.

The core gap

TAO presents as online assessment, computer-based testing, QTI assessment, digital assessment, item banking. AI Overviews cite it on Qti Assessment and it is absent on Online Assessment, Computer-Based Testing, Digital Assessment.

Words AI uses for the brand

Qti Assessment

The brand's own pillars that AI omits

Online AssessmentComputer-Based TestingDigital AssessmentCited 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 →

Topic	Presence in AI answers	Buyer intent
Qti Assessment	Owned	positioning
Tao	Partial	comparison
Online Assessment	Invisible	positioning
Computer-Based Testing	Invisible	positioning
Digital Assessment	Invisible	positioning
Item Banking	Invisible	positioning

Buyer-journey coverage

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

Solution Aware. Owned on Qti Assessment; absent on Online Assessment, Computer-Based Testing, Digital Assessment.

Alternatives. 5 themes name the brand without citing it; 28 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

Brand, category, and comparison queries analyzed.

AI answers fired

100% of tracked queries trigger an AI Overview.

Times brand cited

15% citation rate when AI answers.

Total brand mentions

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 TAO → 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 TAO'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.

Query	TAO in the AI answer	Top sources cited
best online assessment	Absent	youtube.com, assess.com, mentimeter.com
online assessment vendors	Absent	linkedin.com, schezy.com, techjockey.com
online assessment solutions	Absent	blog.mettl.com, xobin.com, wecreateproblems.com
online assessment software	Absent	assess.com, proprofs.com, youtube.com
online assessment platform	Cited	assess.com, testportal.com, assessment.com
top online assessment providers	Absent	schezy.com, outsourceaccelerator.com, softwareworld.co
online assessment comparison	Absent	youtube.com, top10space.com, schezy.com
best computer-based testing	Absent	youtube.com, reddit.com, blinkexam.com
computer-based testing vendors	Absent	securityboulevard.com, igmanagementgroup.org, psiexams.com
computer-based testing solutions	Absent	openlearning.mit.edu, talview.com, proctortrack.com
computer-based testing software	Absent	simexams.com, hisgracesoft.com, f6s.com
computer-based testing platform	Absent	talview.com, blinkexam.com, thinkexam.com
top computer-based testing providers	Absent	f6s.com
computer-based testing comparison	Absent	evalexam.com, blog.nextgurukul.in, iitms.co.in
best qti assessment	Absent	imsglobal.org, 1edtech.org, cloudassess.com
qti assessment vendors	Cited	iseazy.com, datarecognitioncorp.com, help.anthology.com
qti assessment solutions	Absent	youtube.com, hurix.com, 1edtech.org
qti assessment software	Cited	1edtech.org, assess.com, imsglobal.org
qti assessment platform	Named, not cited	1edtech.org, en.wikipedia.org, cloudassess.com
top qti assessment providers	Cited	1edtech.org, youtube.com, taotesting.com
qti assessment comparison	Absent	1edtech.org, cloudassess.com, longsight.com
best digital assessment	Absent	youtube.com, xobin.com, kmop.gr
digital assessment vendors	Absent	trustradius.com, revenuebase.ai, krowdbase.com
digital assessment solutions	Absent	exam.net, digiassess.com, academikamerica.com
digital assessment software	Cited	softwareworld.co, mindstamp.com, testlify.com
digital assessment platform	Absent	youtube.com, reddit.com, mindstamp.com
top digital assessment providers	Absent	softwareworld.co, schezy.com, inspiredinstruction.com
digital assessment comparison	Absent	ai.benchprep.com, researchgate.net, shreyaswebmediasolutions.com
best item banking	Named, not cited	assess.com, oasis-lms.com, testsys.com
item banking vendors	Absent	assess.com, examstudio.com, fasttestweb.com
item banking solutions	Absent	youtube.com, researchgate.net, f6s.com
item banking software	Absent	youtube.com, paldroe.com, reddit.com
item banking platform	Absent	assess.com, testsys.com, hris.examroom.ai
top item banking providers	Absent	bankrate.com, thefinancialbrand.com, nerdwallet.com
item banking comparison	Absent	oasis-lms.com, assess.com, researchgate.net
alternatives to TAO	Named, not cited	reddit.com, travelfish.org, m.yelp.com
TAO vs Questionmark	Named, not cited	gartner.com, youtube.com, capterra.ca
TAO vs Inspera	Named, not cited	slashdot.org, inspera.com, support.inspera.com
TAO vs Learnosity	Cited	help.learnosity.com, authorguide.learnosity.com, github.com

THREE FINDINGS THAT MATTER

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

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

AI misreads the category

TOP THREE MOVES

Win presence on Online Assessment

Impact high · effort medium · 30 to 60 days

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

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 cites	Pages	Context
youtube.com	23	Cited on 23 of the queries we tested.
assess.com	15	Cited on 15 of the queries we tested.
reddit.com	7	Cited on 7 of the queries we tested.
quora.com	6	Cited on 6 of the queries we tested.
f6s.com	6	Cited on 6 of the queries we tested.
testsys.com	6	Cited on 6 of the queries we tested.
xobin.com	5	Cited on 5 of the queries we tested.
examstudio.com	5	Cited on 5 of the queries we tested.
fasttestweb.com	5	Cited on 5 of the queries we tested.
schezy.com	4	Cited on 4 of the queries we tested.

Reading

Independent listicles, communities, and rival explainers win the citations TAO 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 TAO on the queries where it is absent. Observed, not chosen.

Peer	How AI frames it
youtube.com	Cited on 23 of the tested queries.
assess.com	Cited on 15 of the tested queries.
reddit.com	Cited on 7 of the tested queries.
quora.com	Cited on 6 of the tested queries.
f6s.com	Cited on 6 of the tested queries.
testsys.com	Cited on 6 of the tested queries.
xobin.com	Cited on 5 of the tested queries.
examstudio.com	Cited on 5 of the tested queries.

Key observation

youtube.com is the most-cited source across the queries TAO is missing.

TAO.

TAO scores 32 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

We don't hand you a report and walk away. We execute it.

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

Online Assessment

Recognized in AI answers for Qti Assessment

The topics that matter to the brand, and where it shows up in AI answers today.

Where the brand shows up in Google's AI, and the high-value queries it is missing.

This playbook has already worked. Here's the proof.

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

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

AI misreads the category

Win presence on Online Assessment

Convert named-not-cited queries into citations

Earn placement in the third-party listicles AI cites

The sources Google's AI cites in this category, and what it tells you about earning citations.

The competitive set drawn by Google's AI itself. Observed, not chosen.

Three sprints from first wins to compounding category presence.