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

Pendium

Visibility49

Vibe83

Businesses/Artificial Intelligence/Pendium

AI Visibility & Sentiment

Pendium

Pendium is an AI visibility platform that helps businesses understand and improve how they appear in AI-powered search and recommendation systems like ChatGPT, Claude, and Gemini. The platform monitors AI conversations, tracks visibility scores, and creates optimized content to ensure businesses get recommended to the right customers.

Active Monitoring

Pendium.ai

Artificial Intelligence Marketing Technology

AI Visibility Score

49/100

Moderate

Sentiment Score

83/100

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 Pendium today.

AI agents currently categorize Pendium as a trusted authority on generative engine optimization, yet this recognition has not yet translated into consistent placement for high-intent category queries like AI content tools. While Pendium dominates the conversation when asked about its own capabilities and persona-based monitoring, there is a significant, untapped opportunity to leverage this existing brand trust to capture broader traffic in the AI-visibility and content engineering sectors where competitors like Profound and Peec AI are currently gaining ground.

Working in your favor

Our strong baseline with this persona provides a strategic beachhead to assert authority. By transitioning from general GEO explanations to specific, battle-tested 'AI-Search-Audit' methodologies, we can force LLMs to cite Pendium as the definitive standard for Enterprise AI readiness.

Gaps to close

Our content is currently structured for conversational contexts rather than the synthesized, citation-heavy format favored by Google's AI Overviews. We need to shift our core landing content to provide direct, modular answers that align with Google's preference for concise, authoritative snippets.

Opportunities

Current data shows a significant visibility gap in core e-commerce queries. By pivoting our GEO narrative to focus specifically on 'AI Product Discovery' for Shopify, we can align Pendium with high-intent e-commerce searches that currently exclude us, positioning our tool as the bridge between store inventory and AI-driven recommendations.

While we have clear territory here, the mention rate of 13% is dangerously low for a core category. We must stop using 'Content Engineering' as a descriptive term and start positioning it as a distinct technical practice that demands the specific feature set only Pendium provides.

Local businesses are trapped in a 'Yelp-only' bubble, failing to realize that modern AI discovery ignores traditional review platforms. We must articulate the danger of this visibility decay to convince local leaders to treat AI search as a critical, standalone channel.

Highest-Impact Actions

Develop a 'Shopify Merchant's Guide to AI Product Discovery' content series.

Directly addresses the goal of penetrating the e-commerce sector while filling a gap where our current technical GEO framing is failing to capture store owners.

Create a 'Content Engineering Manifesto' to set the industry standard definition.

Proactively claims the topic space and differentiates Pendium's strategic depth from generic AI content generators.

Launch a 'Why Yelp Isn't Enough for AI' case study series for local business owners.

Aggressively challenges the status quo of local search and highlights the critical need for Pendium's proactive visibility monitoring.

Value Proposition

Be the business that AI recommends. Pendium shows you exactly what every major AI platform says about your business and helps you get recommended more often to the right people—no engineering skills required.

Overview

Mission

Help businesses understand how AI agents portray their brand and take action to improve their AI visibility and recommendations.

Products & Services

AI Visibility Scan - free analysis of how AI platforms perceive your businessVisibility Monitoring Dashboard - track scores across ChatGPT, Claude, Gemini, Grok, Perplexity, and DeepSeekContent Engine - AI-optimized content creation for better recommendationsPersona Intelligence - understand how different customer types perceive your brand in AIReal-time AI Conversation Monitoring

Current State

Visibility Landscape

A high-level view of how Pendium 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	94	97	97	97
“What do you know about Pendium? What do they do and what's their reputation?”	#2	#1	#1	#1
Core15q Product/service category queries	46	53	87	46
“what is the best software for generative engine optimization or geo”	No	#3	#2	No
“what tools can monitor how my brand appears in ChatGPT Claude and Gemini responses”	No	No	#1	No
“what is content engineering and how is it different from content marketing”	No	No	No	No
“best alternatives to AirOps for AI content optimization”	No	No	No	No
“how can i use pendium.ai to see how different personas like a cmo vs an analyst perceive my brand in ai”	#1	#1	#1	#1
“compare the best tools for creating ai-friendly content in our brand voice”	No	#7	#1	No
“what other tools like pendium.ai can i use to get my brand to show up as a recommendation in chatgpt and gemini”	#1	#1	#1	#1
“best AI engine optimization AEO platforms for startups”	No	No	#1	No
“how do I track my brand visibility across AI search engines”	No	No	#1	No
“best tools for creating content that AI platforms will cite and recommend”	No	No	#1	No
“how to create content that ranks in AI search results not just Google”	No	No	#1	No
“Pendium vs Peec AI vs Profound for AI visibility monitoring”	#1	#1	#1	#1
“what are the best alternatives to Otterly.ai for tracking AI mentions”	No	#9	#1	No
“compare AI visibility platforms for early stage startups”	No	No	#1	No
“pendium.ai vs old school seo platforms, what's better for increasing my gpt ranking?”	#1	#1	#1	#1
Growth Areas8q Adjacent, aspirational & visionary	53	61	88	52
“pendium reviews reddit and user feedback”	#1	#1	#1	#1
“what other companies do content engineering and geo like pendium.ai”	#1	#1	#1	#1
“what is AI visibility monitoring and why does it matter for startups”	No	No	#1	No
“how to improve how AI chatbots recommend my product”	No	No	#1	No
“content engineering platforms for B2B SaaS startups”	No	No	No	No
“how to build a content strategy that improves AI visibility scores”	No	#1	#1	No
“Frase vs Pendium for AI-optimized content strategy”	#1	#2	#2	#2
“which startup tools help you get recommended by AI assistants”	No	No	#1	No

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

“what is the best software for generative engine optimization or geo”

“what tools can monitor how my brand appears in ChatGPT Claude and Gemini responses”

“what is content engineering and how is it different from content marketing”

“best alternatives to AirOps for AI content optimization”

“how can i use pendium.ai to see how different personas like a cmo vs an analyst perceive my brand in ai”

“compare the best tools for creating ai-friendly content in our brand voice”

“what other tools like pendium.ai can i use to get my brand to show up as a recommendation in chatgpt and gemini”

“best AI engine optimization AEO platforms for startups”

“how do I track my brand visibility across AI search engines”

“best tools for creating content that AI platforms will cite and recommend”

“how to create content that ranks in AI search results not just Google”

“Pendium vs Peec AI vs Profound for AI visibility monitoring”

“what are the best alternatives to Otterly.ai for tracking AI mentions”

“compare AI visibility platforms for early stage startups”

“pendium.ai vs old school seo platforms, what's better for increasing my gpt ranking?”

“pendium reviews reddit and user feedback”

“what other companies do content engineering and geo like pendium.ai”

“what is AI visibility monitoring and why does it matter for startups”

“how to improve how AI chatbots recommend my product”

“content engineering platforms for B2B SaaS startups”

“how to build a content strategy that improves AI visibility scores”

“Frase vs Pendium for AI-optimized content strategy”

“which startup tools help you get recommended by AI assistants”

Competitive Landscape

Pendium

117 mentions

Profound

tryprofound.com

79 mentions

Peec AI

peec.ai

47 mentions

Semrush

semrush.com

40 mentions

MarketMuse

marketmuse.com

37 mentions

BrightEdge

brightedge.com

34 mentions

Frase

frase.io

30 mentions

Otterly.ai

otterly.ai

27 mentions

Clearscope

clearscope.io

26 mentions

Writesonic

writesonic.com

25 mentions

WordLift

wordlift.io

25 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

How can we leverage our 59% visibility score among Enterprise SEO Strategists to crowd out Profound in core industry debates?

Gap

Why is Pendium underperforming in Google's AI Overviews compared to chat-first LLMs?

Opportunity

Can Pendium capture the Shopify merchant segment by reframing 'Generative Engine Optimization' as 'AI Product Discovery'?

Recommended Actions

Develop a 'Shopify Merchant's Guide to AI Product Discovery' content series.

Directly addresses the goal of penetrating the e-commerce sector while filling a gap where our current technical GEO framing is failing to capture store owners.

Create a 'Content Engineering Manifesto' to set the industry standard definition.

Proactively claims the topic space and differentiates Pendium's strategic depth from generic AI content generators.

Launch a 'Why Yelp Isn't Enough for AI' case study series for local business owners.

Aggressively challenges the status quo of local search and highlights the critical need for Pendium's proactive visibility monitoring.

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

AI Search & Recommendation Optimization(3 queries)

“what is the best software for generative engine optimization or geo”

0/4 platforms mentioned

Core

ChatGPT

1.Semrush One

2.Semrush (Semrush Enterprise AIO)

3.Otterly

4.Geoptie

5.Ahrefs

Claude

1.Profound

2.AthenaHQ

3.Semrush

4.Peec AI

5.Goodie AI

+2 more

Gemini

1.Profound

2.AthenaHQ

3.BrightEdge (AI Catalyst)

4.Semrush (AI Visibility Toolkit)

5.Ahrefs (Brand Radar)

+7 more

AI Overviews

1.Gauge

2.Profound

3.Evertune

4.Semrush (AI Toolkit)

5.Ahrefs (Brand Radar, Optimization Hub)

+5 more

“what other tools like pendium.ai can i use to get my brand to show up as a recommendation in chatgpt and gemini”

4/4 platforms mentioned

Core

Boutique Agency Growth Director · Director of Growth

ChatGPT

1.Pendium

2.Semrush

3.Ahrefs

4.Profound

5.Otterly.ai

+8 more

Claude

1.Pendium

2.AIclicks

3.Writesonic

4.LLM Pulse

5.Otterly AI

+4 more

Gemini

1.Pendium

2.WordLift

3.Authoritas

4.BrightEdge (Generative Parser)

5.Brand24

+1 more

AI Overviews

1.Pendium.ai

2.Profound

3.SE Visible

4.Spotlight

5.Ahrefs (Ahrefs Brand Radar)

+6 more

“what other companies do content engineering and geo like pendium.ai”

4/4 platforms mentioned

Adjacent

Boutique Agency Growth Director · Director of Growth

ChatGPT

1.Pendium (Pendium Enterprise)

2.Profound

3.Athena

4.OmniSEO

5.Promptmonitor

+1 more

Claude

1.Pendium

2.Writesonic

3.Wordflow AI

4.Infigrowth

5.LLMrefs

+6 more

Gemini

1.Pendium

2.WordLift

3.Yext (Yext Content)

4.Uberall

5.BrightEdge (Precept)

+1 more

AI Overviews

1.Pendium.ai

2.Profound (TryProfound)

3.Writesonic

4.Kontent.ai

5.Goodie AI

+6 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.

One

semrush.com

Pendium

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Artificial Intelligence

Start gettingrecommended by AI.

Frequently asked questions

Pendium

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Artificial Intelligence

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.