GEO AUDIT  ·  BRAND-ONLY

edgeTI.

A look at how edgeTI 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.

Siteedgeti.com
Where we lookedGoogle AI Overviews, US
Questions tested36 brand, category, and competitor queries
PreparedJune 29, 2026  ·  by AUQ
AI Visibility Score
9
out of 100. Absent band. edgeTI is cited in 1 of 36 AI answers. It shows up on Edgeti. It is absent on Data Integration, Data Mesh, Real-Time Data Visualization.
Verified AI Overview citations
1
edgeTI's brand is cited in 1 of the 36 AI-answer queries we tested.
AI answer trigger rate
100%
Google's AI answer box fires on 36 of 36 tracked queries.
Citation rate when AI answers
3%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

edgeTI scores 9 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

edgeTI is cited in 1 of 36 AI answers. It shows up on Edgeti. It is absent on Data Integration, Data Mesh, Real-Time Data Visualization.

AI answers fire on 100% of tracked queries, yet edgeTI is quoted in only 3% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
9
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers3 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand17 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted3 / 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
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
EdgetiOwnedcomparison
Data IntegrationInvisiblepositioning
Data MeshInvisiblepositioning
Real-Time Data VisualizationInvisiblepositioning
Operational IntelligenceInvisiblepositioning
Data FabricInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: edgeTI appears on 1 of 6 themes.

Solution Aware. Owned on Edgeti; absent on Data Integration, Data Mesh, Real-Time Data Visualization.

Alternatives. 0 themes name the brand without citing it; 35 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
36
Brand, category, and comparison queries analyzed.
AI answers fired
36
100% of tracked queries trigger an AI Overview.
Times brand cited
1
3% citation rate when AI answers.
Total brand mentions
1
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 edgeTI → See all case studies
QUERIES WE TESTED

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

36 queries across branded, positioning, and comparison intent. "Cited" means edgeTI'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.

QueryTypeedgeTI in the AI answerTop sources cited
best data integrationPositioningAbsentgartner.com, domo.com, fivetran.com
data integration vendorsPositioningAbsentgartner.com, domo.com, skyvia.com
data integration solutionsPositioningAbsentskyvia.com, ibm.com, aws.amazon.com
data integration softwarePositioningAbsentgartner.com, fivetran.com, skyvia.com
data integration platformPositioningAbsentqlik.com, aws.amazon.com, gartner.com
top data integration providersPositioningAbsentgartner.com, dckap.com, skyvia.com
data integration comparisonPositioningAbsentstacksync.com, skyvia.com, gartner.com
best data meshPositioningAbsentk2view.com, databricks.com, dremio.com
data mesh vendorsPositioningAbsentsolutionsreview.com, data.world, promethium.ai
data mesh solutionsPositioningAbsentstarburst.io, domo.com, qlik.com
data mesh softwarePositioningAbsentdenodo.com, aws.amazon.com, databricks.com
data mesh platformPositioningAbsentdomo.com, ibm.com, cloud.google.com
top data mesh providersPositioningAbsentk2view.com, solutionsreview.com, data.world
data mesh comparisonPositioningAbsentyoutube.com, montecarlo.ai, ibm.com
best real-time data visualizationPositioningAbsenttinybird.co, netdata.cloud, databricks.com
real-time data visualization vendorsPositioningAbsenttinybird.co, clickhouse.com, quora.com
real-time data visualization solutionsPositioningAbsentexosite.com, tinybird.co, dashtera.com
real-time data visualization softwarePositioningAbsentdatabricks.com, coursera.org, youtube.com
real-time data visualization platformPositioningAbsenttinybird.co, zoho.com, thoughtspot.com
top real-time data visualization providersPositioningAbsentzoho.com, thoughtspot.com, youtube.com
real-time data visualization comparisonPositioningAbsentclickhouse.com, fusioncharts.com, netdata.cloud
best operational intelligencePositioningAbsentsplunk.com, gartner.com, thoughtspot.com
operational intelligence vendorsPositioningAbsentaerospike.com, automation.honeywell.com, sumologic.com
operational intelligence solutionsPositioningAbsentsplunk.com, aws.amazon.com, help.honeywellaidc.com
operational intelligence softwarePositioningAbsentautomation.honeywell.com, help.honeywellaidc.com, youtube.com
operational intelligence platformPositioningAbsentaws.amazon.com, opsveda.com, gartner.com
top operational intelligence providersPositioningAbsentsymplicitycom.com, youtube.com, dash0.com
operational intelligence comparisonPositioningAbsentautonmis.com, totalmobile.com, splunk.com
best data fabricPositioningAbsentdomo.com, alation.com, promethium.ai
data fabric vendorsPositioningAbsentpromethium.ai, techtarget.com, solutionsreview.com
data fabric solutionsPositioningAbsentibm.com, microsoft.com, learn.microsoft.com
data fabric softwarePositioningAbsenthpe.com, microsoft.com, learn.microsoft.com
data fabric platformPositioningAbsentlearn.microsoft.com, microsoft.com, youtube.com
top data fabric providersPositioningAbsenttechtarget.com, solutionsreview.com, domo.com
data fabric comparisonPositioningAbsentibm.com, informatica.com, alation.com
alternatives to edgeTIComparisonCitededgeti.com, globenewswire.com, cbinsights.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 97% of AI-answer queries

edgeTI is cited in 1 of the 36 AI answers we triggered.

02

AI misreads the category

edgeTI presents as data integration, data mesh, real-time data visualization, operational intelligence, data fabric. AI Overviews cite it on Edgeti and it is absent on Data Integration, Data Mesh, Real-Time Data Visualization.

TOP THREE MOVES
01

Win presence on Data Integration

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

IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Data Integration

edgeTI - Single Point of Control for Decision-Ready Data Solutions by Technology Data Mesh Composable Apps Digital Twins by Industry Construction Federal & Governments Managed Service Providers Maritime by Use Case Unified Service Deskedgeti.com, 2026

Differentiators it leads with: EdgeCore, Data Integration, Data Mesh, Real-Time Data Visualization.

What Google's AI says

Recognized in AI answers for Edgeti

Cited as a provider on Edgeti queries.
Appears alongside youtube.com, domo.com, reddit.com.
The core gap
edgeTI presents as data integration, data mesh, real-time data visualization, operational intelligence, data fabric. AI Overviews cite it on Edgeti and it is absent on Data Integration, Data Mesh, Real-Time Data Visualization.
Words AI uses for the brand
Edgeti
The brand's own pillars that AI omits
Data IntegrationData MeshReal-Time Data VisualizationCited source on vendor and comparison queries
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.com24Cited on 24 of the queries we tested.
domo.com18Cited on 18 of the queries we tested.
reddit.com15Cited on 15 of the queries we tested.
gartner.com13Cited on 13 of the queries we tested.
aws.amazon.com12Cited on 12 of the queries we tested.
databricks.com12Cited on 12 of the queries we tested.
ibm.com10Cited on 10 of the queries we tested.
alation.com8Cited on 8 of the queries we tested.
fivetran.com7Cited on 7 of the queries we tested.
skyvia.com7Cited on 7 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations edgeTI 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 edgeTI on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 24 of the tested queries.
domo.comCited on 18 of the tested queries.
reddit.comCited on 15 of the tested queries.
gartner.comCited on 13 of the tested queries.
aws.amazon.comCited on 12 of the tested queries.
databricks.comCited on 12 of the tested queries.
ibm.comCited on 10 of the tested queries.
alation.comCited on 8 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries edgeTI 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 Integration, Data Mesh, Real-Time Data Visualization.
  • 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.