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.

Roadmap Pricing

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Mediar

Visibility0

Vibe50

Businesses/Software/Mediar

AI Visibility & Sentiment

Mediar

Mediar is an AI-native automation platform that enables businesses to automate repetitive workflows and data entry tasks without the need for coding. By leveraging AI agents that learn from human actions, the company delivers rapid deployment and enterprise-grade reliability for legacy Windows applications.

Active Monitoring

mediar.ai

Software

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

Score by Priority

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Mediar today.

Mediar is currently absent from the critical AI-driven conversations shaping enterprise automation, leaving the market entirely to established incumbents like UiPath and Microsoft Power Automate. While the brand maintains a faint presence in direct brand awareness queries, it has yet to secure a foothold in the high-intent research journeys of IT managers and startup architects seeking modern automation solutions.

Working in your favor

Secured top-of-mind brand recognition in direct inquiries regarding Mediar’s identity and capabilities on ChatGPT.

Gaps to close

Total absence from high-intent searches related to legacy Windows app modernization and AI-native workflow automation.

Failure to reach the Efficiency-Driven IT Operations Manager and Startup Founder Architect personas during their evaluation and research phases.

Lack of inclusion in the decision-making dialogue dominated by top competitors such as UiPath, Zapier, and Power Automate.

Opportunities

Capitalize on the significant volume of research queries around legacy software automation to position Mediar as a specialized, modern alternative.

Establish a presence in the AI-native workflow conversation where current leaders are often viewed as legacy or generalist solutions.

Align content strategy with the specific pain points of technical personas to interrupt the current dominance of large enterprise incumbents.

Highest-Impact Actions

Develop and syndicate authoritative technical documentation on AI-driven legacy app modernization.

High-intent queries in this category are currently unserved by Mediar, providing a clear path to capture market share from broader competitors.

Optimize content for 'best-of' and 'evaluating automation platform' queries to align with technical decision-maker research.

Current traffic is flowing exclusively to competitors like UiPath and Zapier; Mediar needs to insert itself into these comparison nodes.

Launch a targeted content series addressing the specific workflow automation challenges faced by Startup Founder Architects.

Directly targeting this persona with tailored use cases will distinguish Mediar from the 'enterprise-only' perception of its larger competitors.

Value Proposition

Mediar provides AI-native automation that is faster to deploy, more reliable, and requires no coding compared to traditional RPA solutions, resulting in significant annual cost savings.

Overview

Mission

To give AI hands to every desktop and automate legacy Windows applications.

Products & Services

AI-native workflow automationReal-time automation monitoring dashboardLegacy Windows application integrationAutomated data entry and reconciliation

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	70	70	70
“What do you know about Mediar? What do they do and what's their reputation?”	#1	Yes	Yes	Yes
Core3q Product/service category queries	0	0	0	0
“how do I automate workflows in legacy windows apps that have no API”	No	No	No	No
“how can I keep track of automated tasks in real time and see if they fail”	No	No	No	No
“alternatives to manual data entry for old desktop software, what tools can automate this”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“what is the best way to implement ai-native workflow automation without hiring a huge dev team”	No	No	No	No
“what should I look for when evaluating an automation platform for enterprise reliability”	No	No	No	No

“What do you know about Mediar? What do they do and what's their reputation?”

Yes

“how do I automate workflows in legacy windows apps that have no API”

“how can I keep track of automated tasks in real time and see if they fail”

“alternatives to manual data entry for old desktop software, what tools can automate this”

“what is the best way to implement ai-native workflow automation without hiring a huge dev team”

“what should I look for when evaluating an automation platform for enterprise reliability”

Competitive Landscape

UiPath

36 mentions

Automation Anywhere

24 mentions

Zapier

19 mentions

Blue Prism

18 mentions

AutoHotkey

14 mentions

Make

14 mentions

Microsoft Power Automate

13 mentions

AutoIt

12 mentions

Microsoft Power Automate Desktop

12 mentions

n8n

10 mentions

Mediar

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured top-of-mind brand recognition in direct inquiries regarding Mediar’s identity and capabilities on ChatGPT.

Gap

Total absence from high-intent searches related to legacy Windows app modernization and AI-native workflow automation.

Gap

Failure to reach the Efficiency-Driven IT Operations Manager and Startup Founder Architect personas during their evaluation and research phases.

Recommended Actions

Develop and syndicate authoritative technical documentation on AI-driven legacy app modernization.

High-intent queries in this category are currently unserved by Mediar, providing a clear path to capture market share from broader competitors.

Optimize content for 'best-of' and 'evaluating automation platform' queries to align with technical decision-maker research.

Current traffic is flowing exclusively to competitors like UiPath and Zapier; Mediar needs to insert itself into these comparison nodes.

Launch a targeted content series addressing the specific workflow automation challenges faced by Startup Founder Architects.

Directly targeting this persona with tailored use cases will distinguish Mediar from the 'enterprise-only' perception of its larger competitors.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Legacy Windows App Modernization(2 queries)

“how do I automate workflows in legacy windows apps that have no API”

0/4 platforms mentioned

Core

ChatGPT

1.Power Automate Desktop

2.UiPath

3.AutoHotkey

4.AutoIt

5.Pywinauto

Claude

1.Microsoft Power Automate

2.Zoho RPA

3.UiPath

4.Blue Prism

5.Automation Anywhere

+4 more

Gemini

1.UiPath

2.Automation Anywhere

3.Blue Prism

4.Kofax

5.Pega

+9 more

AI Overviews

1.Power Automate for Desktop

2.AutoHotkey

3.UiPath

4.AutoIt

5.WinAppDriver

+1 more

“alternatives to manual data entry for old desktop software, what tools can automate this”

0/4 platforms mentioned

Core

The Efficiency-Driven IT Operations Manager · IT Operations Manager

ChatGPT

1.UiPath

2.Automation Anywhere

3.Blue Prism

4.Microsoft Power Automate Desktop

5.Robocorp

+7 more

Claude

1.UiPath

2.Microsoft Power Automate

3.Automation Anywhere

4.Ui.Vision RPA

5.Rapise

+1 more

Gemini

1.UiPath

2.Automation Anywhere

3.Blue Prism

4.ABBYY FineReader

5.FlexiCapture

+4 more

AI Overviews

1.ELEKS

2.Microsoft Power Automate Desktop

3.UiPath

4.AutoIt

5.Axiom.ai

+4 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.

Automate Tasks With Power Automate Desktop For Windows 10 No Additional Cost

microsoft.com

Mediar

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

Mediar

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.