GEO AUDIT · BRAND-ONLY

Tracebit.

A look at how Tracebit 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.

Sitetracebit.com

Where we lookedGoogle AI Overviews, US

Questions tested39 brand, category, and competitor queries

PreparedSeptember 28, 2026 · by AUQ

AI Visibility Score

out of 100. Low band. Tracebit is cited in 5 of 38 AI answers. It shows up on Tracebit. It is absent on Deception Technology, Honeytokens, Cloud Intrusion Detection.

Verified AI Overview citations

Tracebit's brand is cited in 5 of the 38 AI-answer queries we tested.

AI answer trigger rate

97%

Google's AI answer box fires on 38 of 39 tracked queries.

Citation rate when AI answers

13%

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

EXECUTIVE SUMMARY

Tracebit scores 35 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Tracebit is cited in 5 of 38 AI answers. It shows up on Tracebit. It is absent on Deception Technology, Honeytokens, Cloud Intrusion Detection.

AI answers fire on 97% of tracked queries, yet Tracebit is quoted in only 13% 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%13 / 100
Inclusion in category answers 25%42 / 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

Deception Technology

Tracebit | The answer to Assume Breach New Research : AI Context Bombs → New: Try out Enterprise Edition free for 14 days → Product Platform AWS Azure CI/CD Google Cloud Identity Kubernetes Workstations Credentials & artifacts Connectortracebit.com, 2026

Differentiators it leads with: Deception Technology, Canary Tokens, Honeytokens, Cloud Intrusion Detection.

What Google's AI says

Recognized in AI answers for Tracebit

Cited as a provider on Tracebit queries.

Appears alongside acalvio.com, youtube.com, zscaler.com.

The core gap

Tracebit presents as deception technology, canary tokens, honeytokens, cloud intrusion detection, cloud deception. AI Overviews cite it on Tracebit and it is absent on Deception Technology, Honeytokens, Cloud Intrusion Detection.

Words AI uses for the brand

Tracebit

The brand's own pillars that AI omits

Deception TechnologyHoneytokensCloud Intrusion DetectionCited 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
Tracebit	Owned	comparison
Canary Tokens	Partial	positioning
Deception Technology	Invisible	positioning
Honeytokens	Invisible	positioning
Cloud Intrusion Detection	Invisible	positioning
Cloud Deception	Invisible	positioning

Buyer-journey coverage

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

Solution Aware. Owned on Tracebit; absent on Deception Technology, Honeytokens, Cloud Intrusion Detection.

Alternatives. 11 themes name the brand without citing it; 22 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

97% of tracked queries trigger an AI Overview.

Times brand cited

13% 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 Tracebit → 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 Tracebit'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	Tracebit in the AI answer	Top sources cited
best deception technology	Named, not cited	zscaler.com, techtarget.com, aimultiple.com
deception technology vendors	Cited	reddit.com, acalvio.com, aimultiple.com
deception technology solutions	Absent	fortinet.com, rapid7.com, acalvio.com
deception technology software	Absent	checkpoint.com, en.wikipedia.org, aimultiple.com
deception technology platform	Absent	zscaler.com, rapid7.com, fidelissecurity.com
top deception technology providers	Absent	aimultiple.com, acalvio.com, techtarget.com
deception technology comparison	Absent	fidelissecurity.com, acalvio.com, zscaler.com
best canary tokens	Named, not cited	ai.tracebit.com, youtube.com, zigrin.com
canary tokens vendors	Named, not cited	canarytokens.org, acalvio.com, ai.tracebit.com
canary tokens solutions	Named, not cited	canary.tools, acalvio.com, hbs.net
canary tokens software	Absent	canarytokens.org, canary.tools, fosslife.org
canary tokens platform	Named, not cited	canarytokens.org, acalvio.com, canary.tools
top canary tokens providers	Named, not cited	ai.tracebit.com, vbn.aau.dk, acalvio.com
canary tokens comparison	Named, not cited	fortinet.com, infosecwriteups.com, libhunt.com
best honeytokens	Absent	crowdstrike.com, youtube.com, reddit.com
honeytokens vendors	Absent	acalvio.com, infisical.com, crowdstrike.com
honeytokens solutions	Absent	acalvio.com, github.com, learn.microsoft.com
honeytokens software	Absent	crowdstrike.com, upguard.com, nhimg.org
honeytokens platform	Absent	blog.gitguardian.com, sentinelone.com, acalvio.com
top honeytokens providers	Named, not cited	crowdstrike.com, acalvio.com, huntress.com
honeytokens comparison	Absent	sentinelone.com, greynoise.io, crowdstrike.com
best cloud intrusion detection	Absent	uptycs.com, cloud.google.com, docs.cloud.google.com
cloud intrusion detection vendors	Absent	cloud.google.com, gartner.com, clearnetwork.com
cloud intrusion detection solutions	Absent	cloud.google.com, orca.security, docs.cloud.google.com
cloud intrusion detection software	Absent	cloud.google.com, uptycs.com, docs.cloud.google.com
cloud intrusion detection platform	Absent	cloud.google.com, orca.security, sysdig.com
top cloud intrusion detection providers	No AI answer
cloud intrusion detection comparison	Absent	ieeexplore.ieee.org, sciencedirect.com, sciopen.com
best cloud deception	Named, not cited	countercraftsec.com, sourceforge.net, cybertrap.com
cloud deception vendors	Cited	youtube.com, reddit.com, acalvio.com
cloud deception solutions	Absent	fidelissecurity.com, zscaler.com, countercraftsec.com
cloud deception software	Absent	help.zscaler.com, acalvio.com, zscaler.com
cloud deception platform	Absent	help.zscaler.com, acalvio.com, zscaler.com
top cloud deception providers	Named, not cited	linkedin.com, ventureradar.com, cynet.com
cloud deception comparison	Absent	help.zscaler.com, acalvio.com, countercraftsec.com
alternatives to Tracebit	Named, not cited	cybersectools.com, slashdot.org, g2.com
Tracebit vs Thinkst Canary	Cited	reddit.com, tracebit.com, ai.tracebit.com
Tracebit vs Acalvio	Cited	cybersectools.com, ai.tracebit.com, acalvio.com
Tracebit vs Zscaler Deception	Cited	reddit.com, tracebit.com, zscaler.com

THREE FINDINGS THAT MATTER

The brand is missing from 87% of AI-answer queries

Tracebit is cited in 5 of the 38 AI answers we triggered.

AI misreads the category

TOP THREE MOVES

Win presence on Deception Technology

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
acalvio.com	26	Cited on 26 of the queries we tested.
youtube.com	23	Cited on 23 of the queries we tested.
zscaler.com	14	Cited on 14 of the queries we tested.
countercraftsec.com	13	Cited on 13 of the queries we tested.
fidelissecurity.com	12	Cited on 12 of the queries we tested.
sentinelone.com	8	Cited on 8 of the queries we tested.
reddit.com	8	Cited on 8 of the queries we tested.
fortinet.com	7	Cited on 7 of the queries we tested.
help.zscaler.com	7	Cited on 7 of the queries we tested.
canarytokens.org	7	Cited on 7 of the queries we tested.

Reading

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

Peer	How AI frames it
acalvio.com	Cited on 26 of the tested queries.
youtube.com	Cited on 23 of the tested queries.
zscaler.com	Cited on 14 of the tested queries.
countercraftsec.com	Cited on 13 of the tested queries.
fidelissecurity.com	Cited on 12 of the tested queries.
sentinelone.com	Cited on 8 of the tested queries.
reddit.com	Cited on 8 of the tested queries.
fortinet.com	Cited on 7 of the tested queries.

Key observation

acalvio.com is the most-cited source across the queries Tracebit is missing.

Tracebit.

Tracebit scores 35 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.

Deception Technology

Recognized in AI answers for Tracebit

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 87% of AI-answer queries

AI misreads the category

Win presence on Deception Technology

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.