GEO AUDIT · BRAND-ONLY

Aembit.

A look at how Aembit 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.

Siteaembit.io

Where we lookedGoogle AI Overviews, US

Questions tested39 brand, category, and competitor queries

PreparedAugust 4, 2026 · by AUQ

AI Visibility Score

out of 100. Competitive band. Aembit is cited in 20 of 39 AI answers. It shows up on Workload Identity, Secretless Access, Aembit. It is absent on Non-Human Identity, Machine To Machine Authentication, Ai Agent Access Control.

Verified AI Overview citations

Aembit's brand is cited in 20 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

51%

Share of AI-answer queries where the brand is actually quoted.

EXECUTIVE SUMMARY

Aembit scores 57 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Aembit is cited in 20 of 39 AI answers. It shows up on Workload Identity, Secretless Access, Aembit. It is absent on Non-Human Identity, Machine To Machine Authentication, Ai Agent Access Control.

AI answers fire on 100% of tracked queries, yet Aembit is quoted in only 51% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score

Competitive band

BarelyLowCompetitiveDominant

What's in the score

How often AI answers appear100 / 100
Inclusion in category answers51 / 100
Quality of placement when cited50 / 100
How AI describes the brand83 / 100
Topic coverage breadth50 / 100
Your pages being quoted51 / 100

IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Workload Identity

Aembit | Agentic AI and Workload Identity & Access Management Skip to content Aembit IAM for Agentic AI now supports Microsoft Copilot Studio. Read More → button Close button Open button Get an Aembit Tenant TALK TO AN ENGINEER Platformaembit.io, 2026

Differentiators it leads with: Workload Identity, Non-Human Identity, Secretless Access, Machine To Machine Authentication.

What Google's AI says

Recognized in AI answers for Workload Identity, Secretless Access, Aembit

Cited as a provider on Workload Identity, Secretless Access, Aembit queries.

Appears alongside youtube.com, auth0.com, scalekit.com.

The core gap

Aembit presents as workload identity, non-human identity, secretless access, machine to machine authentication, AI agent access control. AI Overviews cite it on Workload Identity, Secretless Access, Aembit and it is absent on Non-Human Identity, Machine To Machine Authentication, Ai Agent Access Control.

Words AI uses for the brand

Workload IdentitySecretless AccessAembit

The brand's own pillars that AI omits

Non-Human IdentityMachine To Machine AuthenticationAi Agent Access ControlCited 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
Workload Identity	Owned	positioning
Secretless Access	Owned	positioning
Aembit	Owned	comparison
Non-Human Identity	Invisible	positioning
Machine To Machine Authentication	Invisible	positioning
Ai Agent Access Control	Invisible	positioning

Buyer-journey coverage

Problem Aware. overview queries: Aembit appears on 3 of 6 themes.

Solution Aware. Owned on Workload Identity, Secretless Access, Aembit; absent on Non-Human Identity, Machine To Machine Authentication, Ai Agent Access Control.

Alternatives. 0 themes name the brand without citing it; 19 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

51% citation rate when AI answers.

Total brand mentions

Across all observed AI responses.

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 Aembit'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	Type	Aembit in the AI answer	Top sources cited
best workload identity	Positioning	Cited	docs.cloud.google.com, curity.io, youtube.com
workload identity vendors	Positioning	Cited	docs.cloud.google.com, aembit.io, learn.microsoft.com
workload identity solutions	Positioning	Cited	aembit.io, entro.security, gartner.com
workload identity software	Positioning	Cited	learn.microsoft.com, paloaltonetworks.com, oasis.security
workload identity platform	Positioning	Cited	learn.microsoft.com, aembit.io, paloaltonetworks.com
top workload identity providers	Positioning	Cited	docs.cloud.google.com, miniorange.com, blog.ogwilliam.com
workload identity comparison	Positioning	Cited	thecyberhut.com, nhimg.org, learn.microsoft.com
best non-human identity	Positioning	Cited	saviynt.com, akeyless.io, silverfort.com
non-human identity vendors	Positioning	Cited	oasis.security, token.security, astrix.security
non-human identity solutions	Positioning	Absent	sailpoint.com, saviynt.com, entro.security
non-human identity software	Positioning	Absent	oasis.security, astrix.security, cycode.com
non-human identity platform	Positioning	Absent	oasis.security, veza.com, akeyless.io
top non-human identity providers	Positioning	Absent	owasp.org, oasis.security, veza.com
non-human identity comparison	Positioning	Cited	paloaltonetworks.com, entro.security, token.security
best secretless access	Positioning	Cited	aembit.io, goteleport.com, strongdm.com
secretless access vendors	Positioning	Cited	aembit.io, docs.cyberark.com, benroberts.ai
secretless access solutions	Positioning	Cited	aembit.io, docs.cyberark.com, goteleport.com
secretless access software	Positioning	Cited	aembit.io, docs.cyberark.com, goteleport.com
secretless access platform	Positioning	Cited	saviynt.com, learn.microsoft.com, aembit.io
top secretless access providers	Positioning	Absent	akeyless.io, goteleport.com, strongdm.com
secretless access comparison	Positioning	Absent	akeyless.io, goteleport.com, cybersectools.com
best machine to machine authentication	Positioning	Absent	supertokens.com, stytch.com, youtube.com
machine to machine authentication vendors	Positioning	Absent	docs.goauthentik.io, fusionauth.io, logto.io
machine to machine authentication solutions	Positioning	Absent	supertokens.com, stytch.com, youtube.com
machine to machine authentication software	Positioning	Absent	supertokens.com, mojoauth.com, apidynamics.com
machine to machine authentication platform	Positioning	Absent	auth0.com, stytch.com, fusionauth.io
top machine to machine authentication providers	Positioning	Absent	scalekit.com, fusionauth.io, stytch.com
machine to machine authentication comparison	Positioning	Absent	zuplo.com, mojoauth.com, supertokens.com
best ai agent access control	Positioning	Absent	auth0.com, workos.com, apono.io
ai agent access control vendors	Positioning	Cited	aembit.io, linx.security, kovrr.com
ai agent access control solutions	Positioning	Absent	auth0.com, linx.security, witness.ai
ai agent access control software	Positioning	Absent	auth0.com, curity.io, pluto.security
ai agent access control platform	Positioning	Absent	auth0.com, silverfort.com, cakewalk.security
top ai agent access control providers	Positioning	Absent	tigera.io, linx.security, paloaltonetworks.com
ai agent access control comparison	Positioning	Absent	linx.security, paloaltonetworks.com, greennode.ai
alternatives to Aembit	Comparison	Cited	aembit.io, gartner.com, darkreading.com
Aembit vs HashiCorp Vault	Comparison	Cited	aembit.io, nhimg.org, youtube.com
Aembit vs Teleport	Comparison	Cited	aembit.io, goteleport.com, linkedin.com
Aembit vs SPIFFE	Comparison	Cited	aembit.io, hard2bit.com, docs.aembit.io

THREE FINDINGS THAT MATTER

The brand is missing from 49% of AI-answer queries

Aembit is cited in 20 of the 39 AI answers we triggered.

AI misreads the category

TOP THREE MOVES

Win presence on Non-Human Identity

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	16	Cited on 16 of the queries we tested.
auth0.com	9	Cited on 9 of the queries we tested.
scalekit.com	7	Cited on 7 of the queries we tested.
entro.security	6	Cited on 6 of the queries we tested.
supertokens.com	6	Cited on 6 of the queries we tested.
fusionauth.io	6	Cited on 6 of the queries we tested.
linx.security	6	Cited on 6 of the queries we tested.
oasis.security	5	Cited on 5 of the queries we tested.
akeyless.io	5	Cited on 5 of the queries we tested.
astrix.security	5	Cited on 5 of the queries we tested.

Reading

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

Peer	How AI frames it
youtube.com	Cited on 16 of the tested queries.
auth0.com	Cited on 9 of the tested queries.
scalekit.com	Cited on 7 of the tested queries.
entro.security	Cited on 6 of the tested queries.
supertokens.com	Cited on 6 of the tested queries.
fusionauth.io	Cited on 6 of the tested queries.
linx.security	Cited on 6 of the tested queries.
oasis.security	Cited on 5 of the tested queries.

Key observation

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