GEO AUDIT  ·  BRAND-ONLY

Arkham Technologies.

A look at how Arkham Technologies 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.

Sitearkham.tech
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedOctober 7, 2026  ·  by AUQ
AI Visibility Score
11
out of 100. Absent band. Arkham Technologies is cited in 2 of 39 AI answers. It shows up on Arkham Technologies. It is absent on Data Lakehouse, Data Ontology, Enterprise Ai.
Verified AI Overview citations
2
Arkham Technologies's brand is cited in 2 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
5%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Arkham Technologies scores 11 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Arkham Technologies is cited in 2 of 39 AI answers. It shows up on Arkham Technologies. It is absent on Data Lakehouse, Data Ontology, Enterprise Ai.

AI answers fire on 100% of tracked queries, yet Arkham Technologies is quoted in only 5% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
11
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%5 / 100
  • Inclusion in category answers 25%8 / 100
  • How AI describes the brand 20%17 / 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

Data Lakehouse

Arkham to Operational AI for Modern Enterprises Product Data & AI Platform Platform Overview One platform: data, models and the applications that run on both. Data Platform Unify data from your entire operations into a single source of tarkham.tech, 2026

Differentiators it leads with: Data Lakehouse, Data Ontology, Enterprise AI, Data Integration.

What Google's AI says

Recognized in AI answers for Arkham Technologies

Cited as a provider on Arkham Technologies queries.
Appears alongside youtube.com, cloud.google.com, reddit.com.
The core gap
Arkham Technologies presents as data lakehouse, data ontology, enterprise AI, data integration, AI-powered analytics. AI Overviews cite it on Arkham Technologies and it is absent on Data Lakehouse, Data Ontology, Enterprise Ai.
Words AI uses for the brand
Arkham Technologies
The brand's own pillars that AI omits
Data LakehouseData OntologyEnterprise AiCited 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
Arkham TechnologiesOwnedcomparison
Data LakehouseInvisiblepositioning
Data OntologyInvisiblepositioning
Enterprise AiInvisiblepositioning
Data IntegrationInvisiblepositioning
Ai-Powered AnalyticsInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Arkham Technologies; absent on Data Lakehouse, Data Ontology, Enterprise Ai.

Alternatives. 1 themes name the brand without citing it; 36 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
2
5% citation rate when AI answers.
Total brand mentions
3
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 Arkham Technologies → 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 Arkham Technologies'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.

QueryArkham Technologies in the AI answerTop sources cited
best data lakehouseAbsentyoutube.com, linkedin.com, medium.com
data lakehouse vendorsAbsentmontecarlo.ai, oracle.com, iceberg.apache.org
data lakehouse solutionsAbsentcloud.google.com, databricks.com, learn.microsoft.com
data lakehouse softwareAbsentcloud.google.com, databricks.com, dell.com
data lakehouse platformAbsentdatabricks.com, fivetran.com, learn.microsoft.com
top data lakehouse providersAbsentmontecarlo.ai, gartner.com, acceldata.io
data lakehouse comparisonAbsentonehouse.ai, motherduck.com, youtube.com
best data ontologyAbsentsemanticarts.com, github.com, palantir.com
data ontology vendorsAbsentpalantir.com, ru.linkedin.com, x.com
data ontology solutionsAbsentpalantir.com, youtube.com, botec.com
data ontology softwareAbsentyoutube.com, graphwise.ai, en.wikipedia.org
data ontology platformAbsentpalantir.com, linkedin.com, kalleid.com
top data ontology providersAbsentovaledge.com, collibra.com, topquadrant.com
data ontology comparisonAbsentieeexplore.ieee.org, link.springer.com, datahub.com
best enterprise aiAbsentreddit.com, puppygraph.com, monday.com
enterprise ai vendorsAbsentzylo.com, uk.finance.yahoo.com, idc.com
enterprise ai solutionsAbsentibm.com, cloud.google.com, sap.com
enterprise ai softwareAbsentglean.com, nvidia.com, c3.ai
enterprise ai platformAbsentreddit.com, c3.ai, aws.amazon.com
top enterprise ai providersAbsentbuiltin.com, youtube.com, artificialintelligencefutures.com
enterprise ai comparisonAbsentglean.com, articulate.com, stackcyber.com
best data integrationAbsentscoopanalytics.com, crystalonyx.com, bladepipe.com
data integration vendorsAbsentgartner.com, youtube.com, coneksion.com
data integration solutionsAbsentquinnox.com, adeptia.com, domo.com
data integration softwareAbsentgartner.com, skyvia.com, ibm.com
data integration platformAbsentqlik.com, aws.amazon.com, gartner.com
top data integration providersAbsentsolutionsreview.com, gartner.com, skyvia.com
data integration comparisonAbsentbairesdev.com, coworker.ai, community.alteryx.com
best ai-powered analyticsAbsentholistics.io, querio.ai, powerdrill.ai
ai-powered analytics vendorsAbsentholistics.io, reddit.com, techtarget.com
ai-powered analytics solutionsAbsentcloud.google.com, ibm.com, tellius.com
ai-powered analytics softwareAbsentreddit.com, linkedin.com, diginomica.com
ai-powered analytics platformAbsenttellius.com, qlik.com, sisense.com
top ai-powered analytics providersAbsentrevenuebase.ai, infinisynapse.com, g2.com
ai-powered analytics comparisonAbsentholistics.io, youtube.com, blog.temboo.com
alternatives to Arkham TechnologiesNamed, not citedreddit.com, onchainrisk.io, slashdot.org
Arkham Technologies vs PalantirAbsenten.wikipedia.org, dlnews.com, finance.yahoo.com
Arkham Technologies vs DatabricksCitedarkhamtechnology.com, crunchbase.com, linkedin.com
Arkham Technologies vs SnowflakeCitedquasa.io, snowflake.com, sqlschool.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 95% of AI-answer queries

Arkham Technologies is cited in 2 of the 39 AI answers we triggered.

02

AI misreads the category

Arkham Technologies presents as data lakehouse, data ontology, enterprise AI, data integration, AI-powered analytics. AI Overviews cite it on Arkham Technologies and it is absent on Data Lakehouse, Data Ontology, Enterprise Ai.

TOP THREE MOVES
01

Win presence on Data Lakehouse

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
youtube.com29Cited on 29 of the queries we tested.
cloud.google.com15Cited on 15 of the queries we tested.
reddit.com13Cited on 13 of the queries we tested.
ibm.com12Cited on 12 of the queries we tested.
linkedin.com10Cited on 10 of the queries we tested.
databricks.com10Cited on 10 of the queries we tested.
aws.amazon.com9Cited on 9 of the queries we tested.
gartner.com8Cited on 8 of the queries we tested.
palantir.com7Cited on 7 of the queries we tested.
holistics.io6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Arkham Technologies 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 Arkham Technologies on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 29 of the tested queries.
cloud.google.comCited on 15 of the tested queries.
reddit.comCited on 13 of the tested queries.
ibm.comCited on 12 of the tested queries.
linkedin.comCited on 10 of the tested queries.
databricks.comCited on 10 of the tested queries.
aws.amazon.comCited on 9 of the tested queries.
gartner.comCited on 8 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Arkham Technologies 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 Data Lakehouse, Data Ontology, Enterprise Ai.
  • 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.