What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

Get a demo

Resolvd

Visibility0

Vibe63

Businesses/Healthcare Technology/Resolvd

AI Visibility & Sentiment

Resolvd

Resolvd is a digital staffing agency that deploys AI workers to handle hospital supply chain operations. Their AI workers automate invoice processing, contract validation, and item master maintenance, helping healthcare supply chain teams extend their capacity without adding headcount.

Active Monitoring

resolvd.ai

Healthcare Technology Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Resolvd today.

Resolvd currently exists as a 'known ghost' in the AI landscape, where models accurately identify the brand name but fail to recommend it for any industry-specific solution or pain point. While legacy competitors like UiPath and GHX are dominating the conversation around supply chain and AP automation, Resolvd is being completely bypassed during the critical discovery phase for healthcare leaders.

Value Proposition

AI workers that don't just surface insights but actually do the work—clearing backlogs, validating data, and closing loops end-to-end, functioning like a digital staffing agency for hospital supply chain teams.

Overview

Mission

Extending hospital supply chain team capacity through AI workers that own workflows end-to-end, solving capacity problems rather than technology problems.

Products & Services

AP Worker - Invoice exception processing and payment validationOperations Worker - Contract data consolidation and spend compliancePurchasing Worker - Purchase order validation and contract enforcementMDM Worker - Item master maintenance and catalog managementEnterprise automation platform with 4-layer architecture

Current State

Visibility Landscape

A high-level view of how Resolvd performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	0	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

UiPath

42 mentions

GHX

26 mentions

Epic

22 mentions

Automation Anywhere

21 mentions

Workday

21 mentions

Cerner

21 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Resolvd's AI visibility.

Key Findings

Strength

Excellent brand recognition in direct inquiries; ChatGPT, Claude, and AIOverviews all successfully identify Resolvd and its core mission when queried by name.

Strength

Maintains a #1 ranking position across major platforms for the brand 'vibe check' query, indicating a solid baseline of indexed brand data.

Gap

Zero visibility across all 21 category-defining queries related to hospital backlogs, invoice processing, and healthcare staffing shortages.

Recommended Actions

Bridge the 'identity-utility' gap by seeding content that explicitly links Resolvd to 'hospital supply chain backlogs' and 'invoice exception processing.'

The models know who Resolvd is but don't know what problems it solves; this connection is required to move from brand recognition to category recommendation.

Secure mentions in authoritative 'Top Healthcare Automation 2026' lists and comparison articles.

Competitors like UiPath and GHX are winning because they are frequently co-cited in industry roundups which LLMs use as primary sources for recommendations.

Optimize technical case studies for the 'AP Manager' persona, focusing on the specific mechanics of 'manual workflow automation.'

Current visibility for AP automation is zero, leaving a significant opening to capture users looking for specialized tools that handle invoice exceptions better than generalist ERPs.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Scaling Hospital Operations Without Headcount(3 queries)

“how to handle hospital supply chain backlogs when we can't hire more people”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Power BI

2.Tableau

3.Excel

4.Cardinal Health

5.Owens & Minor

+14 more

Claude

1.NetSuite

2.TraceLink

3.Coupa

4.Vizient

5.Premier

Gemini

1.Tecsys

2.Oracle Fusion Cloud SCM

3.Workday Supply Chain Management

4.Cardinal Health

5.WaveMark

+14 more

AI Overviews

1.MAU Workforce Solutions

2.FlexScanMD

3.Wasp Inventory

4.Netstock

5.Asahi Technologies

+6 more

“solutions for healthcare supply chain staffing shortages, what specific vendors should I look at”

0/4 platforms mentioned

Core

The Capacity-Constrained Supply Chain Director · Director of Supply Chain

ChatGPT

1.Allegis Global Solutions

2.ManpowerGroup Solutions

3.Randstad Sourceright

4.Robert Half

5.Accountemps

+24 more

Claude

1.Olive AI

2.Waystar

3.UiPath

4.Cluster

5.SafetyLink

+2 more

Gemini

1.Vic.ai

2.Quadient AR

3.YayPay

4.Billtrust

5.Arkestro

+12 more

AI Overviews

1.SCM Talent Group

2.HealthTrust Workforce Solutions

3.HCA Healthcare

4.Medix Staffing Solutions

5.SmartLinx

+7 more

“help me find a way to automate my hospital's manual workflow backlogs, any specific brands?”

0/4 platforms mentioned

Core

The Capacity-Constrained Supply Chain Director · Director of Supply Chain

ChatGPT

1.Olive AI

2.Epic

3.Cerner

4.UiPath

5.Automation Anywhere

+11 more

Claude

1.Olive AI

2.UiPath

3.Automation Anywhere

4.Waystar

5.Accredo

Gemini

1.Vic.ai

2.Akasa

3.Thoughtful

4.Rossum

5.Infor

+2 more

AI Overviews

1.UiPath

2.Automation Anywhere

3.SS&C Blue Prism

4.Keragon

5.Nutrient Workflow

+8 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Two Ways to Address Today's Labor Shortage - AHRMM

ahrmm.org

Web1 ref

How Hospitals Handle Staffing Shortages

junxionmedstaffing.com

Web1 ref

How to Address the Supply Chain Staffing Crisis

mau.com

Web1 ref

Facing supply chain disruptions, hospitals must shift strategies

chiefhealthcareexecutive.com

Web1 ref

3 Tips for Updating Your Hiring Strategy Plan for Supply Chain ...

aerotek.com

Web1 ref

Healthcare supply chain strategies: Unique approaches to ...

amerisourcebergen.com

Web1 ref

Optimizing Supply Chain Management in Healthcare

asahitechnologies.com

Web1 ref

Inventory optimization - Medline

medline.com

Web1 ref

Healthcare Supply Chain Automation: Learn The Essentials

sana-commerce.com

Web1 ref

Best Medical Inventory Software with Inventory Optimization 2026

getapp.com

Web1 ref

FlexScanMD: Medical Inventory Management Software

flexscanmd.com

Web1 ref

How Healthcare Providers Can Optimize Supply Chain ...

youtube.com

Video1 ref

RESILIENT STRATEGIES FOR THE HOSPITAL SUPPLY CHAIN - AHA

aha.org

Web1 ref

How to Combat the Healthcare Labor & Supply Shortage

smartlinx.com

Social1 ref

How to Alleviate Burden on Hospital Staff from Supplies Problems

vuemed.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Resolvd.

UiPath42 mentions

GHX26 mentions

Epic22 mentions

Automation Anywhere21 mentions

Workday21 mentions

Cerner21 mentions

Infor17 mentions

Waystar16 mentions

Coupa15 mentions

Oracle13 mentions

Resolvd0 mentions

Brand Identity

Brand Voice & Style

How AI perceives Resolvd's communication style and personality

Resolvd communicates with a calm, confident authority that speaks directly to the pain points of healthcare supply chain professionals. The tone is pragmatic and results-focused, avoiding hype while clearly articulating value. They use straightforward language that acknowledges real operational challenges without being alarmist, positioning themselves as a capable partner rather than a flashy tech vendor. The voice is consultative and empathetic, demonstrating deep understanding of healthcare operations while maintaining professional credibility.

Core Tone Traits

Pragmatic & Results-Focused

Emphasizes measurable outcomes and practical solutions over theoretical benefits

Empathetically Direct

Acknowledges real pain points without sugarcoating, showing deep understanding of customer challenges

Confidently Understated

Lets results speak for themselves without overselling or using hyperbolic language

Consultative & Partnership-Oriented

Positions as a trusted advisor rather than a vendor, emphasizing conversation over sales pitch

Backing

Investors

Orange Fund

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned March 2, 2026.