GEO AUDIT  ·  BRAND-ONLY

Amigo.

A look at how Amigo 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.

Siteamigo.ai
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedAugust 17, 2026  ·  by AUQ
AI Visibility Score
12
out of 100. Absent band. Amigo is cited in 3 of 37 AI answers. It shows up on Amigo. It is absent on Clinical Ai Agent, Healthcare Ai Infrastructure, Patient Engagement Ai.
Verified AI Overview citations
3
Amigo's brand is cited in 3 of the 37 AI-answer queries we tested.
AI answer trigger rate
95%
Google's AI answer box fires on 37 of 39 tracked queries.
Citation rate when AI answers
8%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Amigo scores 12 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Amigo is cited in 3 of 37 AI answers. It shows up on Amigo. It is absent on Clinical Ai Agent, Healthcare Ai Infrastructure, Patient Engagement Ai.

AI answers fire on 95% of tracked queries, yet Amigo is quoted in only 8% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
12
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear95 / 100
  • Inclusion in category answers11 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand17 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted8 / 100
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Clinical AI Agent

Amigo - The Trusted Platform for Building, Training, and Deploying Clinical Agents Platform Solutions Specialties Customers Guides Insights Company Book a Demo Book a Demo Menu Every clinical workflow on one unified data foundation. Make yoamigo.ai, 2026

Differentiators it leads with: Clinical AI Agent, Healthcare AI Infrastructure, Patient Engagement AI, Clinical Workflow Automation.

What Google's AI says

Recognized in AI answers for Amigo

Cited as a provider on Amigo queries.
Appears alongside youtube.com, omnimd.com, keragon.com.
The core gap
Amigo presents as clinical AI agent, healthcare AI infrastructure, patient engagement AI, clinical workflow automation, medical AI safety. AI Overviews cite it on Amigo and it is absent on Clinical Ai Agent, Healthcare Ai Infrastructure, Patient Engagement Ai.
Words AI uses for the brand
Amigo
The brand's own pillars that AI omits
Clinical Ai AgentHealthcare Ai InfrastructurePatient Engagement 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
AmigoOwnedcomparison
Clinical Ai AgentInvisiblepositioning
Healthcare Ai InfrastructureInvisiblepositioning
Patient Engagement AiInvisiblepositioning
Clinical Workflow AutomationInvisiblepositioning
Medical Ai SafetyInvisiblepositioning
Buyer-journey coverage

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

Solution Aware. Owned on Amigo; absent on Clinical Ai Agent, Healthcare Ai Infrastructure, Patient Engagement Ai.

Alternatives. 1 themes name the brand without citing it; 33 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
37
95% of tracked queries trigger an AI Overview.
Times brand cited
3
8% citation rate when AI answers.
Total brand mentions
4
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 Amigo'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.

QueryTypeAmigo in the AI answerTop sources cited
best clinical ai agentPositioningAbsentomnimd.com, kore.ai, oracle.com
clinical ai agent vendorsPositioningAbsentoracle.com, omnimd.com, keragon.com
clinical ai agent solutionsPositioningAbsentoracle.com, youtube.com, omnimd.com
clinical ai agent softwarePositioningAbsentoracle.com, youtube.com, omnimd.com
clinical ai agent platformPositioningAbsentoracle.com, medable.com, kore.ai
top clinical ai agent providersPositioningAbsentomnimd.com, oracle.com, keragon.com
clinical ai agent comparisonPositioningNo AI answer
best healthcare ai infrastructurePositioningAbsenthealthcare-digital.com, forbes.com, wewillcure.com
healthcare ai infrastructure vendorsPositioningAbsentbeckershospitalreview.com, linkedin.com, healthcare-digital.com
healthcare ai infrastructure solutionsPositioningAbsentintellias.com, aidoc.com, youtube.com
healthcare ai infrastructure softwarePositioningAbsentblog.se.com, forbes.com, epic.com
healthcare ai infrastructure platformPositioningAbsentinnovaccer.com, aidoc.com, rapidai.com
top healthcare ai infrastructure providersPositioningAbsenttelevox.com, healthcare-digital.com, aimagazine.com
healthcare ai infrastructure comparisonPositioningAbsentpmc.ncbi.nlm.nih.gov, innovaccer.com, quickblox.com
best patient engagement aiPositioningAbsentohmd.com, confido.health, pwc.com
patient engagement ai vendorsPositioningNo AI answer
patient engagement ai solutionsPositioningAbsentwolterskluwer.com, infermedica.com, pwc.com
patient engagement ai softwarePositioningAbsentaicure.com, notablehealth.com, g2.com
patient engagement ai platformPositioningAbsentpwc.com, notablehealth.com, infermedica.com
top patient engagement ai providersPositioningAbsenttelevox.com, confido.health, getprosper.ai
patient engagement ai comparisonPositioningAbsentpmc.ncbi.nlm.nih.gov, commure.com, infermedica.com
best clinical workflow automationPositioningAbsentomnimd.com, sully.ai, canvasmedical.com
clinical workflow automation vendorsPositioningAbsentomnimd.com, canvasmedical.com, flowable.com
clinical workflow automation solutionsPositioningAbsentsully.ai, omnimd.com, canvasmedical.com
clinical workflow automation softwarePositioningAbsentomnimd.com, quicktakehealth.com, canvasmedical.com
clinical workflow automation platformPositioningAbsentomnimd.com, canvasmedical.com, sully.ai
top clinical workflow automation providersPositioningAbsentsully.ai, keragon.com, bridge-global.com
clinical workflow automation comparisonPositioningAbsentsully.ai, canvasmedical.com, vectorcare.com
best medical ai safetyPositioningAbsentpmc.ncbi.nlm.nih.gov, forbes.com, blog.doximity.com
medical ai safety vendorsPositioningAbsenthippocraticai.com, swept.ai, fda.gov
medical ai safety solutionsPositioningAbsentjamanetwork.com, hippocraticai.com, censinet.com
medical ai safety softwarePositioningAbsentfda.gov, pmc.ncbi.nlm.nih.gov, hippocraticai.com
medical ai safety platformPositioningAbsenthippocraticai.com, pmc.ncbi.nlm.nih.gov, linkedin.com
top medical ai safety providersPositioningAbsentmedicalfuturist.com, blog.doximity.com, fda.gov
medical ai safety comparisonPositioningAbsentqualitysafety.bmj.com, pmc.ncbi.nlm.nih.gov, facebook.com
alternatives to AmigoComparisonNamed, not citedreddit.com, instagram.com, g2.com
Amigo vs Hippocratic AIComparisonCitedgoogle.com, linkedin.com, allhealthtech.com
Amigo vs AbridgeComparisonCitedlinkedin.com, trytwofold.com, veroscribe.com
Amigo vs NablaComparisonCitedglass.health, amia.org, amigo.ai
THREE FINDINGS THAT MATTER
01

The brand is missing from 92% of AI-answer queries

Amigo is cited in 3 of the 37 AI answers we triggered.

02

AI misreads the category

Amigo presents as clinical AI agent, healthcare AI infrastructure, patient engagement AI, clinical workflow automation, medical AI safety. AI Overviews cite it on Amigo and it is absent on Clinical Ai Agent, Healthcare Ai Infrastructure, Patient Engagement Ai.

TOP THREE MOVES
01

Win presence on Clinical Ai Agent

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.com22Cited on 22 of the queries we tested.
omnimd.com13Cited on 13 of the queries we tested.
keragon.com13Cited on 13 of the queries we tested.
beckershospitalreview.com11Cited on 11 of the queries we tested.
elion.health8Cited on 8 of the queries we tested.
oracle.com7Cited on 7 of the queries we tested.
hippocraticai.com7Cited on 7 of the queries we tested.
linkedin.com7Cited on 7 of the queries we tested.
healthcare-digital.com7Cited on 7 of the queries we tested.
televox.com7Cited on 7 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Amigo 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 Amigo on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 22 of the tested queries.
omnimd.comCited on 13 of the tested queries.
keragon.comCited on 13 of the tested queries.
beckershospitalreview.comCited on 11 of the tested queries.
elion.healthCited on 8 of the tested queries.
oracle.comCited on 7 of the tested queries.
hippocraticai.comCited on 7 of the tested queries.
linkedin.comCited on 7 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Amigo 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 Clinical Ai Agent, Healthcare Ai Infrastructure, Patient Engagement 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.