GEO AUDIT  ·  BRAND-ONLY

Tribe AI.

A look at how Tribe AI 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.

Sitetribe.ai
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedJuly 3, 2026  ·  by AUQ
AI Visibility Score
21
out of 100. Absent band. Tribe AI is cited in 7 of 39 AI answers. It shows up on Tribe Ai. It is absent on Enterprise Ai Deployment, Ai Implementation Services, Ai Consulting.
Verified AI Overview citations
7
Tribe AI'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

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

Tribe AI is cited in 7 of 39 AI answers. It shows up on Tribe Ai. It is absent on Enterprise Ai Deployment, Ai Implementation Services, Ai Consulting.

AI answers fire on 100% of tracked queries, yet Tribe AI 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
  • How often AI answers appear100 / 100
  • Inclusion in category answers18 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand33 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted18 / 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
Tribe AiOwnedcomparison
Enterprise Ai DeploymentInvisiblepositioning
Ai Implementation ServicesInvisiblepositioning
Ai ConsultingInvisiblepositioning
Machine Learning ConsultingInvisiblepositioning
Ai Development ServicesInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Tribe Ai; absent on Enterprise Ai Deployment, Ai Implementation Services, Ai Consulting.

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 Tribe AI → 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 Tribe AI'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.

QueryTypeTribe AI in the AI answerTop sources cited
best enterprise ai deploymentPositioningAbsentatlassystems.com, reddit.com, stackai.com
enterprise ai deployment vendorsPositioningAbsentsanalabs.com, youtube.com, silentinfotech.com
enterprise ai deployment solutionsPositioningAbsentkore.ai, coherentsolutions.com, agent.nexus
enterprise ai deployment softwarePositioningAbsentyoutube.com, aws.amazon.com, atlassystems.com
enterprise ai deployment platformPositioningAbsentaws.amazon.com, youtube.com, noxus.ai
top enterprise ai deployment providersPositioningAbsentstackai.com, shakudo.io, vellum.ai
enterprise ai deployment comparisonPositioningAbsentnorthflank.com, abiresearch.com, stackai.com
best ai implementation servicesPositioningAbsentneurons-lab.com, clutch.co, thinklytics.com
ai implementation services vendorsPositioningAbsentgartner.com, leewayhertz.com, firstpagesage.com
ai implementation services solutionsPositioningAbsentthehackettgroup.com, gartner.com, youtube.com
ai implementation services softwarePositioningAbsentthehackettgroup.com, buildableworks.com, milesit.com
ai implementation services platformPositioningAbsentthehackettgroup.com, firstpagesage.com, accenture.com
top ai implementation services providersPositioningAbsentneurons-lab.com, firstpagesage.com, archieevanscarter.business.blog
ai implementation services comparisonPositioningAbsentlinkedin.com, clutch.co, alphaapexgroup.com
best ai consultingPositioningAbsentneurons-lab.com, leewayhertz.com, linkedin.com
ai consulting vendorsPositioningAbsentneurons-lab.com, leewayhertz.com, forbes.com
ai consulting solutionsPositioningAbsentibm.com, cgi.com, bain.com
ai consulting softwarePositioningAbsentreddit.com, pointerpro.com, auxi.ai
ai consulting platformPositioningAbsentpointerpro.com, slalom.com, ibm.com
top ai consulting providersPositioningAbsentleewayhertz.com, forbes.com, neurons-lab.com
ai consulting comparisonPositioningAbsentjinba.io, rtslabs.com, tfsfventures.com
best machine learning consultingPositioningCiteditransition.com, fortegrp.com, tribe.ai
machine learning consulting vendorsPositioningAbsentleewayhertz.com, fortegrp.com, saviantconsulting.com
machine learning consulting solutionsPositioningAbsentsaviantconsulting.com, fortegrp.com, resolvetech.com
machine learning consulting softwarePositioningAbsentreddit.com, fortegrp.com, aristeksystems.com
machine learning consulting platformPositioningCitedfortegrp.com, kolabtree.com, tribe.ai
top machine learning consulting providersPositioningAbsentfortegrp.com, neurons-lab.com, effectivesoft.com
machine learning consulting comparisonPositioningCitedtekrecruiter.com, reddit.com, opinosis-analytics.com
best ai development servicesPositioningAbsentclutch.co, wtt-solutions.com, azilen.com
ai development services vendorsPositioningAbsentitransition.com, n-ix.com, masterofcode.com
ai development services solutionsPositioningAbsentitransition.com, appmaisters.com, techwize.com
ai development services softwarePositioningAbsentcoherentsolutions.com, itransition.com, appinventiv.com
ai development services platformPositioningAbsentitransition.com, clarista.io, mirantis.com
top ai development services providersPositioningAbsentclutch.co, masterofcode.com, techaheadcorp.com
ai development services comparisonPositioningAbsentg2.com, 10pearls.com, appinventiv.com
alternatives to Tribe AIComparisonCitedlinkedin.com, cbinsights.com, finance.yahoo.com
Tribe AI vs Scale AIComparisonCitedinterconnects.ai, scale.com, tribe.ai
Tribe AI vs AccentureComparisonCitedaccenture.com, 99d.substack.com, forrester.com
Tribe AI vs Snorkel AIComparisonCitedsnorkel.ai, newsroom.accenture.com, blogs.microsoft.com
THREE FINDINGS THAT MATTER
01

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

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

02

AI misreads the category

Tribe AI presents as enterprise AI deployment, AI implementation services, AI consulting, machine learning consulting, AI development services. AI Overviews cite it on Tribe Ai and it is absent on Enterprise Ai Deployment, Ai Implementation Services, Ai Consulting.

TOP THREE MOVES
01

Win presence on Enterprise Ai Deployment

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

Enterprise AI Deployment

Tribe AI · Enterprise AI that ships, scales, and compounds AI that ships, scales, and compounds. Tribe makes AI work in the enterprise. We embed. We build. We don't stop until it's in production. Start a conversation M o s t c o mtribe.ai, 2026

Differentiators it leads with: Enterprise AI Deployment, AI Implementation Services, AI Consulting, Machine Learning Consulting.

What Google's AI says

Recognized in AI answers for Tribe Ai

Cited as a provider on Tribe Ai queries.
Appears alongside youtube.com, ibm.com, neurons-lab.com.
The core gap
Tribe AI presents as enterprise AI deployment, AI implementation services, AI consulting, machine learning consulting, AI development services. AI Overviews cite it on Tribe Ai and it is absent on Enterprise Ai Deployment, Ai Implementation Services, Ai Consulting.
Words AI uses for the brand
Tribe Ai
The brand's own pillars that AI omits
Enterprise Ai DeploymentAi Implementation ServicesAi ConsultingCited 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.com17Cited on 17 of the queries we tested.
ibm.com14Cited on 14 of the queries we tested.
neurons-lab.com11Cited on 11 of the queries we tested.
clutch.co11Cited on 11 of the queries we tested.
linkedin.com10Cited on 10 of the queries we tested.
aws.amazon.com10Cited on 10 of the queries we tested.
peoplemanagingpeople.com9Cited on 9 of the queries we tested.
leewayhertz.com9Cited on 9 of the queries we tested.
cloud.google.com8Cited on 8 of the queries we tested.
azure.microsoft.com8Cited on 8 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Tribe AI 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 Tribe AI on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 17 of the tested queries.
ibm.comCited on 14 of the tested queries.
neurons-lab.comCited on 11 of the tested queries.
clutch.coCited on 11 of the tested queries.
linkedin.comCited on 10 of the tested queries.
aws.amazon.comCited on 10 of the tested queries.
peoplemanagingpeople.comCited on 9 of the tested queries.
leewayhertz.comCited on 9 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Tribe AI 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 Enterprise Ai Deployment, Ai Implementation Services, Ai Consulting.
  • 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.