GEO AUDIT  ·  BRAND-ONLY

Vendia.

A look at how Vendia 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.

Sitevendia.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedOctober 7, 2026  ·  by AUQ
AI Visibility Score
21
out of 100. Absent band. Vendia is cited in 7 of 39 AI answers. It shows up on Vendia. It is absent on Mcp Gateway, Real-Time Data Sharing, Ai Data Integration.
Verified AI Overview citations
7
Vendia's brand is cited in 7 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
18%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Vendia scores 21 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Vendia is cited in 7 of 39 AI answers. It shows up on Vendia. It is absent on Mcp Gateway, Real-Time Data Sharing, Ai Data Integration.

AI answers fire on 100% of tracked queries, yet Vendia is quoted in only 18% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
21
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%18 / 100
  • Inclusion in category answers 25%18 / 100
  • How AI describes the brand 20%33 / 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

MCP Gateway

AI Data Platform | Vendia Skip to content Experience AI agents accessing enterprise data in real-time , try the MCP sandbox . x Schedule a demo Platform Close Platform Open Platform OVERVIEW AI Data Platform Releases Pricing Products MCP Gavendia.com, 2026

Differentiators it leads with: MCP Gateway, Real-Time Data Sharing, AI Data Integration, Enterprise Data Collaboration.

What Google's AI says

Recognized in AI answers for Vendia

Cited as a provider on Vendia queries.
Appears alongside youtube.com, reddit.com, linkedin.com.
The core gap
Vendia presents as MCP gateway, real-time data sharing, AI data integration, enterprise data collaboration, data governance for AI agents. AI Overviews cite it on Vendia and it is absent on Mcp Gateway, Real-Time Data Sharing, Ai Data Integration.
Words AI uses for the brand
Vendia
The brand's own pillars that AI omits
Mcp GatewayReal-Time Data SharingAi Data IntegrationCited 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
VendiaOwnedcomparison
Mcp GatewayInvisiblepositioning
Real-Time Data SharingInvisiblepositioning
Ai Data IntegrationInvisiblepositioning
Enterprise Data CollaborationInvisiblepositioning
Data Governance For Ai AgentsInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Vendia; absent on Mcp Gateway, Real-Time Data Sharing, Ai Data Integration.

Alternatives. 0 themes name the brand without citing it; 32 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
7
18% citation rate when AI answers.
Total brand mentions
7
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 Vendia → 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 Vendia'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.

QueryVendia in the AI answerTop sources cited
best mcp gatewayAbsentreddit.com, manveerc.substack.com, speakeasy.com
mcp gateway vendorsAbsentmanveerc.substack.com, mindset.ai, mintmcp.com
mcp gateway solutionsAbsentgithub.com, speakeasy.com, zuplo.com
mcp gateway softwareAbsentkonghq.com, truefoundry.com, speakeasy.com
mcp gateway platformAbsentkonghq.com, uber.com, mintmcp.com
top mcp gateway providersAbsentmanveerc.substack.com, reddit.com, zuplo.com
mcp gateway comparisonAbsenttraefik.io, truefoundry.com, neuraltrust.ai
best real-time data sharingAbsentibm.com, databricks.com, grow.cleverbridge.com
real-time data sharing vendorsAbsentquora.com, kai-waehner.de, snowflake.com
real-time data sharing solutionsCitedvendia.com, community.fabric.microsoft.com, linkedin.com
real-time data sharing softwareAbsentlinkedin.com, community.spiceworks.com, wpgc.ai
real-time data sharing platformCitedtinybird.co, vendia.com, ibm.com
top real-time data sharing providersAbsentdeltastream.io, snowflake.com, conduktor.io
real-time data sharing comparisonCitedibm.com, aws.amazon.com, fivetran.com
best ai data integrationAbsentsupport.timextender.com, workato.com, airbyte.com
ai data integration vendorsAbsentinstagram.com, techtarget.com, gartner.com
ai data integration solutionsAbsentiwconnect.com, network.informatica.com, youtube.com
ai data integration softwareAbsentibm.com, linkedin.com, matillion.com
ai data integration platformAbsentadeptia.com, fivetran.com, domo.com
top ai data integration providersAbsentgartner.com, aidataintegration.hashnode.dev, airbyte.com
ai data integration comparisonAbsentdevopsschool.com, airbyte.com, cybic.ai
best enterprise data collaborationAbsenttrustradius.com, getcollate.io, slashdot.org
enterprise data collaboration vendorsAbsentgartner.com, medium.com, acceldata.io
enterprise data collaboration solutionsAbsentbusiness.adobe.com, dualitytech.com, liveramp.com
enterprise data collaboration softwareAbsentbusiness.adobe.com, trustradius.com, ovaledge.com
enterprise data collaboration platformAbsentacceldata.io, marketplace.microsoft.com, version1.com
top enterprise data collaboration providersAbsentrevenuebase.ai, ciobulletin.com, techtarget.com
enterprise data collaboration comparisonAbsentrfp.wiki, devopsschool.com, trustradius.com
best data governance for ai agentsAbsentatlan.com, strac.io, lumenova.ai
data governance for ai agents vendorsAbsentavepoint.com, reddit.com, cio.com
data governance for ai agents solutionsAbsentlinkedin.com, okta.com, atlan.com
data governance for ai agents softwareAbsentdatabricks.com, linkedin.com, youtube.com
data governance for ai agents platformAbsentrubrik.com, atlan.com, turbotic.com
top data governance for ai agents providersAbsentgartner.com, reply.com, domo.com
data governance for ai agents comparisonAbsentreddit.com, scriptshub.net, techtarget.com
alternatives to VendiaCitedvendia.com, tinybird.co, ovaledge.com
Vendia vs SnowflakeCitedslashdot.org, modern-datatools.com, vendia.com
Vendia vs MuleSoftCitedvendia.com, mulesoft.com, reddit.com
Vendia vs ComposioCitedcomposio.dev, vendia.com, docs.vendia.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 82% of AI-answer queries

Vendia is cited in 7 of the 39 AI answers we triggered.

02

AI misreads the category

Vendia presents as MCP gateway, real-time data sharing, AI data integration, enterprise data collaboration, data governance for AI agents. AI Overviews cite it on Vendia and it is absent on Mcp Gateway, Real-Time Data Sharing, Ai Data Integration.

TOP THREE MOVES
01

Win presence on Mcp Gateway

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.com21Cited on 21 of the queries we tested.
reddit.com14Cited on 14 of the queries we tested.
linkedin.com10Cited on 10 of the queries we tested.
databricks.com9Cited on 9 of the queries we tested.
revenuebase.ai7Cited on 7 of the queries we tested.
zuplo.com6Cited on 6 of the queries we tested.
truefoundry.com6Cited on 6 of the queries we tested.
dev.to6Cited on 6 of the queries we tested.
fivetran.com6Cited on 6 of the queries we tested.
gartner.com6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Vendia 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 Vendia on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 21 of the tested queries.
reddit.comCited on 14 of the tested queries.
linkedin.comCited on 10 of the tested queries.
databricks.comCited on 9 of the tested queries.
revenuebase.aiCited on 7 of the tested queries.
zuplo.comCited on 6 of the tested queries.
truefoundry.comCited on 6 of the tested queries.
dev.toCited on 6 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Vendia 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 Mcp Gateway, Real-Time Data Sharing, Ai Data Integration.
  • 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.