Pendium

Visibility20

Vibe96

Businesses/Technology/Pendium

Claim Business Generate Strategy

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 help businesses get recommended by AI agents.

Active Monitoring

pendium.ai

Technology AI SaaS

AI Visibility Score

20/100

Low

Sentiment Score

96/100

AI Perception

Summary

Pendium maintains a moderate presence in AI results with a 48/100 score, demonstrating strong defensive visibility in brand-specific and comparison queries. While it performs exceptionally well on Gemini and with agency-focused personas, it suffers from a total lack of visibility in Google AI Overviews and struggles to capture high-intent category-level searches.

Value Proposition

Be the business that AI recommends. Pendium tracks how every major AI platform sees your business and helps you improve your visibility so you show up when customers ask AI for recommendations.

Overview

Mission

Help businesses understand how AI agents portray their brand and take action to get recommended more often.

Products & Services

AI Visibility Scanning & MonitoringContent Engine for AI OptimizationSite Health AnalysisCitation TrackingPersona Intelligence & Customer Journey Analysis

Agent Breakdown

AI Platforms

How often do different AI platforms reference Pendium?

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Conversation Analysis

Topics

What conversations is Pendium included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Pendium to, and when?

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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

Mastering Generative Search Optimization(3 queries)

“how do i get my business to show up in chatgpt answers”

0/4 platforms mentioned

ChatGPT

1.Google Search Console

2.Ahrefs

3.SEMrush

4.Yoast SEO

5.WordPress

+24 more

Claude

1.Wikipedia

2.LinkedIn

3.Crunchbase

4.Google Business Profile

Gemini

1.Microsoft

2.Bing Search

3.Bing

4.Bing Places for Business

5.Google Business Profile

+17 more

AI Overviews

1.Reddit

2.Quora

3.IMPACT

“is there a tool that helps with ai search engine optimization”

0/4 platforms mentioned

ChatGPT

1.Profound

2.BrightEdge

3.seoClarity

4.Conductor

5.AthenaHQ

+5 more

Claude

1.Profound

2.Perplexity

3.Tely AI

4.Otterly.ai

5.BrightEdge

+1 more

Gemini

1.BrightEdge

2.WordLift

3.MarketMuse

4.Surfer SEO

5.Similarweb

+2 more

AI Overviews

1.Surfer SEO

2.Clearscope

3.Frase

4.Semrush

5.Ahrefs

+13 more

“best way to optimize my website for google ai overviews”

0/4 platforms mentioned

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

AI Recommendation Tracking(3 queries)

“how do i see if ai bots are recommending my business”

3/4 platforms mentioned

ChatGPT

1.Mistral

2.Profound

3.AthenaHQ

4.Goodie AI

5.BrightEdge Generative Parser

19.Pendium

+13 more

Claude

1.Pendium

2.Profound

3.Ahrefs AI Assistant Tracker

4.Ahrefs

5.Pendium

Gemini

1.Pendium

2.Authoritas

3.SEO Radar

4.BrightEdge

5.BrightEdge Insights

+8 more

AI Overviews

1.Google Business Profile

2.Profound

3.Semrush

4.Forbes

5.Orbit Media Studios

+11 more

“why is chatgpt recommending my competitor but not me”

0/4 platforms mentioned

ChatGPT

1.G2

2.Capterra

3.Product Hunt

4.Reddit

5.Stack Overflow

+2 more

Claude

1.Wikipedia

Gemini

1.Perplexity AI

2.Bing

3.Wikipedia

4.New York Times

5.TechCrunch

+13 more

AI Overviews

1.Ahrefs

2.Moz

3.LinkedIn

4.Klue

5.AI for Work

+6 more

“track brand mentions in chatgpt and claude”

0/4 platforms mentioned

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

Brand Trust & Category Comparison(3 queries)

“is pendium better than semrush for ai search”

3/4 platforms mentioned

ChatGPT

1.Pendium

2.SEMrush

3.Perplexity

4.Profound

5.Goodie AI

+2 more

Claude

1.Pendium

2.SEMrush

3.BrightEdge

4.Conductor

Gemini

1.Pendium

2.SEMrush

3.Tableau

4.PowerBI

5.BrightEdge

+1 more

AI Overviews

1.Semrush

2.Ahrefs

3.SE Ranking

4.Moz Pro

5.Mangools

+6 more

“pendium ai reviews reddit”

0/4 platforms mentioned

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

“has anyone used pendium for getting listed in ai agents”

0/4 platforms mentioned

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

Content Strategy For AI Ingestion(2 queries)

“help me write content that ai agents will actually recommend”

0/4 platforms mentioned

ChatGPT

1.G2

2.Capterra

3.Gartner

4.Wikipedia

5.Crunchbase

+10 more

Claude

1.Perplexity

2.Schema.org

3.Merkle

4.Mention

5.Brand24

+11 more

Gemini

1.Gartner Digital Markets

2.Gartner

3.G2

4.Capterra

5.TrustRadius

+6 more

AI Overviews

1.RReddit

2.Quora

3.YouTube

4.Book Launchers

5.Landry Legal PLLC

+5 more

“tools for ai proofing my website content”

0/4 platforms mentioned

ChatGPT

1.Originality.ai

2.GPTZero

3.Copyleaks

4.Writer.com

5.Grammarly

+9 more

Claude

1.Originality.AI

2.GPTZero

3.Writer.com AI Content Detector

4.Copyleaks AI Content Detector

5.Grammarly

+5 more

Gemini

1.GPTBot

2.CCBot

3.Cloudflare Bot Management

4.Cloudflare

5.DataDome

+15 more

AI Overviews

1.editGPT

2.Bypass Writer

3.BypassGPT

4.Humbot AI

5.HubSpot

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Excellent performance on Brand Trust and Category Comparison queries, consistently ranking #1 across ChatGPT, Claude, and Gemini when compared to Semrush.

Strength

High visibility and positive sentiment on Gemini (59% mention rate, 2.2 avg position).

Strength

Strong resonance with the Budget-Conscious Agency Owner persona, achieving a 1.8 average position.

Gap

Zero visibility (0%) in Google AI Overviews, which is a critical missed opportunity for a search-centric MarTech tool.

Gap

Very low penetration with Product Marketing Leads (19% mention rate), suggesting a lack of content relevant to their specific workflows.

Gap

Missing or inconsistent presence for category-defining queries like 'Mastering Generative Search Optimization' and 'Content Strategy for AI Ingestion'.

Opportunity

Leverage the high visibility on Gemini to build similar authority on ChatGPT, where sentiment is currently mixed and position is lower (5.0).

Opportunity

Address the gap in 'how-to' content to capture users asking about showing up in ChatGPT answers, as current mentions are sparse or low-ranking.

Opportunity

Capitalize on the positive brand vibe check results to create more middle-of-the-funnel content that converts this brand awareness into tool adoption.

Technical Health

Site Health for AI Visibility

How well Pendium's website is optimized for AI agent discovery and comprehension.

91/100

17 passed 3 warnings

Audited 2/11/2026

Crawlability79

Can AI bots find your pages?

Technical100

SSL, mobile, doctype basics

On-Page SEO100

Titles, descriptions, headings

Content Quality100

Word count, depth, freshness

Schema Markup60

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Warnings

No robots.txt file found

Create a robots.txt file at your domain root. This is optional but recommended.

No structured data (JSON-LD) found

Add JSON-LD schema markup to help search engines and AI understand your content.

1 image(s) missing alt text

Add descriptive alt text to all images. Consider converting to WebP format.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Pendium's communication style and personality

Pendium communicates with a confident, forward-thinking voice that positions the brand as a pioneer in an emerging space. The tone is educational yet urgent, helping businesses understand a new paradigm shift in how customers find products and services. The brand balances data-driven credibility with accessible, jargon-free explanations. There's a subtle sense of urgency—your competitors might already be getting recommended while you're invisible—but it never feels pushy or fear-mongering.

Core Tone Traits

Forward-Thinking & Pioneering

Positions the brand at the forefront of a major shift in how customers discover businesses

Data-Driven & Credible

Uses specific statistics and metrics to build trust and demonstrate expertise

Educational & Accessible

Explains complex AI concepts in simple, relatable terms without technical jargon

Confidently Urgent

Creates awareness of the stakes without being alarmist or pushy

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Pendium

Pendium29 mentions

BrightEdge18 mentions

Profound16 mentions

LinkedIn15 mentions

Ahrefs14 mentions

G214 mentions

Wikipedia14 mentions

Crunchbase12 mentions

Semrush12 mentions

Capterra11 mentions

Clearscope11 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

How can I get my company mentioned in ChatGPT ...

https://www.reddit.com/r/DigitalMarketing/comments/1l30ey3/how_can_i_get_my_company_mentioned_in_chatgpt/

Referenced in 1 query

Join Discussion

How Can My Brand Appear in Answers from ChatGPT, ...

https://sparktoro.com/blog/how-can-my-brand-appear-in-answers-from-chatgpt-perplexity-gemini-and-other-ai-llm-tools/

Referenced in 1 query

Review

How do businesses get recommended by ChatGPT? - IMPACT

https://www.impactplus.com/learn/how-to-get-recommended-by-chatgpt

Referenced in 1 query

Review

How to Appear in ChatGPT Answers and Boost Your ...

https://lpagery.io/blog/how-to-appear-in-chatgpt-answers/

Referenced in 1 query

Review

Get your brand into ChatGPT's answers starts with finding ...

https://www.youtube.com/watch?v=7xLVyXRnuvo

Referenced in 1 query

Pitch Story

ChatGPT Business Profiles

http://business.openai.com

Referenced in 1 query

Review

8 Best AI SEO Tools for 2025 (Tested Firsthand) - Semrush

https://www.semrush.com/blog/best-ai-seo-tools/#:~:text=Which%20Tool%20Will%20You%20Pick,Screaming%20Frog

Referenced in 1 query

Review

11 Best AI SEO Tools for B2B SaaS Growth Teams - Profound

https://www.tryprofound.com/blog/11-best-ai-seo-tools

Referenced in 1 query

Review

The 11 best SEO tools - Zapier

https://zapier.com/blog/best-seo-tools/

Referenced in 1 query

Review

We Tested 13 Best AI SEO Content Optimization Tools ... - Rankability

https://www.rankability.com/blog/best-seo-content-optimization-tools/#:~:text=AI%20SEO%20content%20optimization%20tools%20are%20everywhere%20and%20today%20I,wrong%20with%20the%20big%20three.

Referenced in 1 query

Review

Best AI SEO Tools in 2026: Features, Pricing, Pros, and Cons

https://visible.seranking.com/blog/best-ai-seo-tools/

Referenced in 1 query

Review

Top 7 AI SEO Tools to Improve Your Rankings in 2026 - SitePoint

https://www.sitepoint.com/top-ai-seo-tools/

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Pendium's resources to help users.

Dominate Google AI Overviews Through Technical Optimization

With 0% visibility in Google AI Overviews, Pendium is missing one of the most critical emerging search surfaces. This goal focuses on implementing comprehensive structured data markup, schema optimization, and technical SEO improvements that signal authority to Google's AI systems. Social media will amplify technically-optimized content and drive engagement signals that reinforce search authority.

The Hidden Technical Checklist That Gets Brands Featured in AI Overviews

Why Your Structured Data Strategy Is Failing AI Search (And How to Fix It)

Schema Markup Secrets: What Google's AI Actually Reads on Your Website

We Analyzed 100 AI Overview Results—Here's What the Winners Have in Common

Win Product Marketing Leads With AI-Proof Content

Product Marketing Leads show the lowest mention rate at 19%, indicating a critical gap in content alignment with their search intent. This goal creates targeted content assets that speak directly to how PMMs can future-proof their content strategies for AI discovery. Social campaigns will target PMM communities with educational content about the AI visibility paradigm shift.

The PMM's Guide to Content That AI Actually Recommends

Why Your Product Launches Are Invisible to AI Assistants

How Product Marketers Can Measure AI Visibility (Not Just SEO Rankings)

Content Decay in the AI Era: What Product Marketers Need to Know Now

5 Questions Every Product Marketing Lead Should Ask About AI Discovery

Own the Generative Search Optimization Category

Competitors like BrightEdge and Profound are dominating GSO conversations where Pendium goes unmentioned. This goal establishes Pendium as the definitive voice on Generative Search Optimization through comprehensive thought leadership that explicitly connects our methodology to the category. Social content will consistently reinforce Pendium's GSO expertise and unique approach.

What Is Generative Search Optimization? The Definitive Guide for 2026

Generative Search Optimization vs Traditional SEO: Key Differences Explained

The Pendium Methodology: Our Unique Approach to Generative Search Optimization

Why Most GSO Strategies Fail (And What Actually Works)

Transform Mixed AI Sentiment Into Competitive Advantage

Mixed sentiment on ChatGPT and Claude is deterring high-intent users during evaluation, especially in comparison queries. This goal addresses sentiment drivers by creating content that proactively answers objections and showcases clear differentiators. Social proof campaigns will highlight customer success stories and direct comparisons that shift AI perception.

Honest Answers to 'Is Pendium Worth It?' Questions We See in AI Chats

What Customers Actually Say After 6 Months Using Pendium

Pendium vs Competitors: An Objective Breakdown of What Each Does Best

How We're Addressing the Top Concerns About AI Visibility Platforms

Real Results: Before and After AI Visibility Scores From Actual Customers

Content Engineering

Recommended Actions

Optimize technical SEO and structured data for Google AI Overviews.

With a 0% mention rate in AI Overviews, Pendium is invisible on one of the most significant emerging search surfaces, despite strong performance on other LLMs.

Impact: High

Develop targeted content assets for 'Product Marketing Leads' focusing on AI-proofing content.

This persona represents a key buyer group but has the lowest mention rate at 19%, indicating the current digital footprint doesn't align with their search intent.

Impact: High

Create a comprehensive guide on 'Generative Search Optimization' that explicitly mentions Pendium's unique methodology.

Pendium was 'NOT MENTIONED' in several high-value queries related to this topic, allowing competitors like BrightEdge and Profound to dominate the category conversation.

Impact: Medium

Analyze and address the 'mixed' sentiment drivers on ChatGPT and Claude.

Unlike the positive sentiment on Gemini, mixed sentiment on these popular platforms can deter high-intent users during the evaluation phase, especially in 'is Pendium better than' queries.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned February 11, 2026.

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