GEO AUDIT  ·  BRAND-ONLY

DataBahn.

A look at how DataBahn 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.

Sitedatabahn.ai
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedSeptember 10, 2026  ·  by AUQ
AI Visibility Score
38
out of 100. Low band. DataBahn is cited in 13 of 36 AI answers. It shows up on Siem Cost Optimization, Databahn. It is absent on Telemetry Pipeline, Security Data Management, Log Routing.
Verified AI Overview citations
13
DataBahn's brand is cited in 13 of the 36 AI-answer queries we tested.
AI answer trigger rate
92%
Google's AI answer box fires on 36 of 39 tracked queries.
Citation rate when AI answers
36%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

DataBahn scores 38 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

DataBahn is cited in 13 of 36 AI answers. It shows up on Siem Cost Optimization, Databahn. It is absent on Telemetry Pipeline, Security Data Management, Log Routing.

AI answers fire on 92% of tracked queries, yet DataBahn is quoted in only 36% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
38
Low band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear92 / 100
  • Inclusion in category answers36 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand50 / 100
  • Topic coverage breadth33 / 100
  • Your pages being quoted36 / 100
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Telemetry Pipeline

DataBahn - Agentic Data Control Plane DataBahn raises $40M in Series B funding led by Insight Partners Learn More DataBahn Launches Federated Search and Orchestration to Bring Discovery, Context and Investigation to Enterprise Data Learn Modatabahn.ai, 2026

Differentiators it leads with: Telemetry Pipeline, Security Data Management, Log Routing, Observability Data.

What Google's AI says

Recognized in AI answers for Siem Cost Optimization, Databahn

Cited as a provider on Siem Cost Optimization, Databahn queries.
Appears alongside gartner.com, Gartner, youtube.com.
The core gap
DataBahn presents as telemetry pipeline, security data management, log routing, observability data, SIEM cost optimization. AI Overviews cite it on Siem Cost Optimization, Databahn and it is absent on Telemetry Pipeline, Security Data Management, Log Routing.
Words AI uses for the brand
Siem Cost OptimizationDatabahn
The brand's own pillars that AI omits
Telemetry PipelineSecurity Data ManagementLog RoutingCited 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
Siem Cost OptimizationOwnedpositioning
DatabahnOwnedcomparison
Telemetry PipelineInvisiblepositioning
Security Data ManagementInvisiblepositioning
Log RoutingInvisiblepositioning
Observability DataInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: DataBahn appears on 2 of 6 themes.

Solution Aware. Owned on Siem Cost Optimization, Databahn; absent on Telemetry Pipeline, Security Data Management, Log Routing.

Alternatives. 0 themes name the brand without citing it; 23 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
36
92% of tracked queries trigger an AI Overview.
Times brand cited
13
36% citation rate when AI answers.
Total brand mentions
13
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 DataBahn'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.

QueryTypeDataBahn in the AI answerTop sources cited
best telemetry pipelinePositioningCitedcribl.io, apica.io, chronosphere.io
telemetry pipeline vendorsPositioningAbsentcribl.io, chronosphere.io, gartner.com
telemetry pipeline solutionsPositioningAbsentchronosphere.io, dynatrace.com, youtube.com
telemetry pipeline softwarePositioningCitedhoneycomb.io, chronosphere.io, socprime.com
telemetry pipeline platformPositioningAbsenthoneycomb.io, chronosphere.io, cribl.io
top telemetry pipeline providersPositioningCitedgartner.com, cribl.io, databahn.ai
telemetry pipeline comparisonPositioningAbsentsocprime.com, bindplane.com, cribl.io
best security data managementPositioningNo AI answer
security data management vendorsPositioningAbsentgartner.com, fortanix.com, aimultiple.com
security data management solutionsPositioningAbsentcohesity.com, paloaltonetworks.com, fortanix.com
security data management softwarePositioningAbsentgartner.com, fortanix.com, paloaltonetworks.com
security data management platformPositioningAbsentgartner.com, fortanix.com, ibm.com
top security data management providersPositioningAbsentgartner.com, solutionsreview.com, strac.io
security data management comparisonPositioningAbsenttableau.com, atlan.com, splunk.com
best log routingPositioningAbsentdocs.cloud.google.com, reddit.com, youtube.com
log routing vendorsPositioningAbsentparseable.com, cribl.io, dataelicit.com
log routing solutionsPositioningAbsentdocs.cloud.google.com, syslog-ng.com, exabeam.com
log routing softwarePositioningAbsentroute4me.com, loginextsolutions.com, verizonconnect.com
log routing platformPositioningAbsentcloud.ibm.com, docs.cloud.google.com, cribl.io
top log routing providersPositioningAbsentparseable.com, posthog.com, vector.dev
log routing comparisonPositioningAbsentdocs.cloud.google.com, coralogix.com, nhimg.org
best observability dataPositioningAbsentreddit.com, montecarlo.ai, cribl.io
observability data vendorsPositioningAbsentgartner.com, crn.com, cribl.io
observability data solutionsPositioningAbsentmontecarlo.ai, acceldata.io, splunk.com
observability data softwarePositioningNo AI answer
observability data platformPositioningAbsentgartner.com, ibm.com, atlan.com
top observability data providersPositioningAbsentgartner.com, newrelic.com, motadata.com
observability data comparisonPositioningAbsentcribl.io, getorchestra.io, montecarlo.ai
best siem cost optimizationPositioningCitedcribl.io, expel.com, beacon.security
siem cost optimization vendorsPositioningCiteddatabahn.ai, realm.security, cribl.io
siem cost optimization solutionsPositioningCitedtenzir.com, databahn.ai, cribl.io
siem cost optimization softwarePositioningCiteddatabahn.ai, cribl.io, beacon.security
siem cost optimization platformPositioningCitedcribl.io, databahn.ai, vectra.ai
top siem cost optimization providersPositioningCitedpanther.com, realm.security, cribl.io
siem cost optimization comparisonPositioningNo AI answer
alternatives to DataBahnComparisonCiteddatabahn.ai, realm.security, sourceforge.net
DataBahn vs CriblComparisonCiteddatabahn.ai, peerspot.com, decryptiondigest.com
DataBahn vs MezmoComparisonCitedpeerspot.com, platformengineering.org, youtube.com
DataBahn vs TenzirComparisonCitedtenzir.com, prnewswire.com, databahn.ai
THREE FINDINGS THAT MATTER
01

The brand is missing from 64% of AI-answer queries

DataBahn is cited in 13 of the 36 AI answers we triggered.

02

AI misreads the category

DataBahn presents as telemetry pipeline, security data management, log routing, observability data, SIEM cost optimization. AI Overviews cite it on Siem Cost Optimization, Databahn and it is absent on Telemetry Pipeline, Security Data Management, Log Routing.

TOP THREE MOVES
01

Win presence on Telemetry Pipeline

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
gartner.com15Cited on 15 of the queries we tested.
Gartner15Cited on 15 of the queries we tested.
youtube.com14Cited on 14 of the queries we tested.
YouTube14Cited on 14 of the queries we tested.
cribl.io12Cited on 12 of the queries we tested.
Cribl12Cited on 12 of the queries we tested.
montecarlo.ai10Cited on 10 of the queries we tested.
datadoghq.com7Cited on 7 of the queries we tested.
Datadog7Cited on 7 of the queries we tested.
chronosphere.io6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations DataBahn 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 DataBahn on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
gartner.comCited on 15 of the tested queries.
GartnerCited on 15 of the tested queries.
youtube.comCited on 14 of the tested queries.
YouTubeCited on 14 of the tested queries.
cribl.ioCited on 12 of the tested queries.
CriblCited on 12 of the tested queries.
montecarlo.aiCited on 10 of the tested queries.
datadoghq.comCited on 7 of the tested queries.
Key observation
gartner.com is the most-cited source across the queries DataBahn 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 Telemetry Pipeline, Security Data Management, Log Routing.
  • 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.