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

Get a demo

Lio

Visibility30

Vibe92

Businesses/Software/Lio

AI Visibility & Sentiment

Lio

Lio is the world's first AI-powered multi-agent system designed to automate procurement processes for global enterprises. By utilizing specialized agents that work in parallel, Lio streamlines vendor research, contract negotiation, and approval workflows to significantly reduce manual operational workload.

Active Monitoring

lio.ai

Software

AI Visibility Score

30/100

Low

Sentiment Score

92/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Lio today.

Lio commands significant authority in technical, multi-agent AI procurement conversations, effectively positioning itself as a top-tier solution among elite evaluators. While the brand enjoys strong recognition in direct inquiries, it is currently ceding leadership in broader process modernization discussions to established incumbents like Coupa and SAP.

Working in your favor

Top-tier positioning in multi-agent system queries on ChatGPT and Claude.

High brand resonance for direct 'vibe check' queries across major AI platforms.

Strong performance with technical procurement analysts who prioritize specialized AI capabilities.

Gaps to close

Complete invisibility in core 'Procurement Process Modernization' discussions, representing a major missed opportunity for top-of-funnel capture.

Lack of footprint in Google AI Overviews, limiting reach for general enterprise procurement searchers.

Underperformance regarding Efficiency-Driven Operations Directors, who are currently gravitating toward legacy incumbents.

Opportunities

Capitalize on Lio's technical credibility to pivot into broader enterprise efficiency narratives.

Optimize content to address high-intent manual workload reduction queries where current competitors are absent or failing to convert.

Scale presence in Google AI Overviews by aligning product documentation with common procurement pain-point queries.

Highest-Impact Actions

Develop and deploy high-authority thought leadership content focused on 'Procurement Process Modernization'.

Lio is currently invisible in this category; capturing this intent is essential to competing with legacy providers like Coupa.

Optimize technical documentation for Google AI Overviews and enterprise search engines.

Lio's current 0% mention rate in AI Overviews is a critical blind spot that prevents the brand from appearing in the early stages of the buyer journey.

Align marketing messaging with the specific needs of Efficiency-Driven Operations Directors.

Current visibility among this persona is low; shifting the narrative from 'technical prowess' to 'operational ROI' will improve capture rates.

Value Proposition

Lio transforms complex procurement into an effortless, guided experience by using a coordinated network of AI agents to achieve 85% reduction in manual work and rapid integration.

Overview

Mission

Our vision isn't about replacing people. It's about giving them their time back, their creativity back, their purpose back.

Products & Services

AI-powered procurement automationMulti-agent vendor research and negotiationAutomated approval and compliance workflowsERP and P2P system integration

Current State

Visibility Landscape

A high-level view of how Lio 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	97	97
“What do you know about Lio? What do they do and what's their reputation?”	#1	Yes	#1	#1
Core2q Product/service category queries	62	62	0	0
“what tools use multi-agent systems to handle vendor research and contract negotiations”	#1	#1	No	No
“is there software that can automate vendor contract negotiation and approval workflows”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	32	0	0
“how do I reduce manual workload in our enterprise procurement team, what automation tools should I look at”	—	#7	No	No
“what should I prioritize when choosing a modern procurement automation platform for a global enterprise”	No	No	No	No
“what's the best way to integrate AI-powered procurement automation into an existing ERP setup”	No	No	No	No

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

Yes

“what tools use multi-agent systems to handle vendor research and contract negotiations”

“is there software that can automate vendor contract negotiation and approval workflows”

“how do I reduce manual workload in our enterprise procurement team, what automation tools should I look at”

—

“what should I prioritize when choosing a modern procurement automation platform for a global enterprise”

“what's the best way to integrate AI-powered procurement automation into an existing ERP setup”

Competitive Landscape

Coupa

26 mentions

SAP Ariba

26 mentions

Ivalua

22 mentions

SAP

18 mentions

Oracle

18 mentions

Jaggaer

14 mentions

GEP SMART

12 mentions

Pactum

11 mentions

Zycus

9 mentions

Ironclad

9 mentions

Lio

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Top-tier positioning in multi-agent system queries on ChatGPT and Claude.

Strength

High brand resonance for direct 'vibe check' queries across major AI platforms.

Strength

Strong performance with technical procurement analysts who prioritize specialized AI capabilities.

Recommended Actions

Develop and deploy high-authority thought leadership content focused on 'Procurement Process Modernization'.

Lio is currently invisible in this category; capturing this intent is essential to competing with legacy providers like Coupa.

Optimize technical documentation for Google AI Overviews and enterprise search engines.

Lio's current 0% mention rate in AI Overviews is a critical blind spot that prevents the brand from appearing in the early stages of the buyer journey.

Align marketing messaging with the specific needs of Efficiency-Driven Operations Directors.

Current visibility among this persona is low; shifting the narrative from 'technical prowess' to 'operational ROI' will improve capture rates.

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

Procurement Process Modernization(2 queries)

“how do I reduce manual workload in our enterprise procurement team, what automation tools should I look at”

0/3 platforms mentioned

Adjacent

Claude

1.Precoro

2.Procurify

3.Vroozi

4.Coupa

5.SAP Ariba

+7 more

Gemini

1.SAP Ariba

2.SAP

3.Coupa

4.Ivalua

5.Precoro

+3 more

AI Overviews

1.GEP

2.Ramp

3.Ivalua

4.Amazon Business

“what's the best way to integrate AI-powered procurement automation into an existing ERP setup”

0/4 platforms mentioned

Adjacent

The Strategic Chief Procurement Officer · Chief Procurement Officer

ChatGPT

1.SAP S/4HANA

2.Oracle Cloud

3.NetSuite

4.SAP Ariba

5.Coupa

+10 more

Claude

1.Coupa

2.SAP Ariba

3.SAP ERP

4.Levelpath

Gemini

1.SAP S/4HANA

2.Oracle NetSuite

3.Microsoft Dynamics 365

4.Coupa

5.SAP Ariba

+9 more

AI Overviews

1.Artsyl

2.SAP

3.Snowflake

4.Azure Data Lake

5.Oracle

+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.

Top 7 AI‑Powered Procurement Automation Platforms for Industrial Manufacturers in 2026

blog.tryleverage.ai

Lio

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

Lio

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.