Pendium
RoadmapPricing
Get a demo
Dashboard
Dashboard
Loading…
/

Teach AI agents to recommend your brand to the right people.

Scan your visibilityBook a demo
Pendium
𝕏

Product

AI Visibility ScanYelp Listing AuditSite AuditContent for AI AgentsAgent Experience EngineAgent AnalyticsPricing

Industries

Local BusinessesRestaurantsHome ServicesBeauty & SpasHealth & MedicalFitness & GymsPet ServicesContractorsBars & NightlifeMoving CompaniesAuto DealershipsSaaS CompaniesSEO TeamsMarketing Teams

Tools

AI Visibility Site ScanYelp Listing AuditGBP AuditSocial Presence AuditBlog That Writes Itself

Real Life Examples

RipplingMasterclassThorneMonday.comPatagonia

Company

AboutResearchBook a DemoDocsPrivacy PolicyTerms of Service
© 2026 Manifest Labs. All rights reserved.
PrivacyTerms
Pendium
Pendium
Visibility48
Vibe81
Businesses/Artificial Intelligence/Pendium
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 IntelligenceMarketing Technology
AI Visibility Score
48/100

Moderate

Sentiment Score
81/100
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
48
adjacent
59
OverviewLandscapeInsights & ActionsContent IdeasConversationsCitationsBrand Voice

Is this your business?

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Pendium today.

While AI agents consistently recognize Pendium as an authoritative authority on Generative Engine Optimization, the brand is currently missing from critical discovery queries where potential users are searching for AI-native marketing and visibility solutions. This disconnect creates a prime opportunity to bridge the gap between Pendium's established brand identity and its actual search performance, particularly among startups and e-commerce merchants seeking to dominate AI recommendations.

Working in your favor

Our 20% mention rate in Gemini indicates we have already established a 'Gemini-Validated' content framework that resonates with current AI synthesis models. We should treat this as our competitive benchmark and reverse-engineer the specific language patterns that models prefer for authority-building.

Gaps to close

Our lack of presence in Google's AI Overviews is a significant strategic blind spot that separates us from the broader search-integrated AI market. We are currently performing well in standalone LLMs like Gemini, suggesting our content engineering is sound, but it lacks the specific indexing cues required for Google's synthetic answers.

Our current technical focus is too abstract for growth-oriented agency leaders who prioritize business outcomes over 'content engineering' definitions. We need to transition our content to outcome-based case studies that demonstrate how AI visibility directly impacts client acquisition and growth.

Opportunities

Shopify merchants represent a high-intent audience that is currently searching for solutions like Pendium but struggling to find clear guidance. By pivoting our content to focus on merchant-specific AI discovery playbooks, we can convert this demand into direct brand association.

Local businesses are largely stuck on Yelp, creating a clear opportunity for Pendium to position itself as the bridge to 'AI-native discovery.' We need to frame our value proposition around why traditional reviews are no longer sufficient for AI-driven reputation management.

Highest-Impact Actions
1

Develop comparison-focused content for agencies

Positions Pendium as the growth-centric solution against reactive dashboards, appealing to agency metrics.

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

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.

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.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Sentiment when asked about the brand directly

50
75
88
88
“What do you know about Pendium? What do they do and what's their reputation?”
Neutral
Neutral
Neutral
Neutral

Core15q

Product/service category queries

45
45
53
45
“what is the best software for generative engine optimization or geo”
No
#7
#2
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
“what tools can monitor how my brand appears in ChatGPT Claude and Gemini responses”
No
#9
#4
No
“best AI engine optimization AEO platforms for startups”
No
No
No
No
“how do I track my brand visibility across AI search engines”
No
No
#1
No
“what is content engineering and how is it different from content marketing”
No
No
#3
No
“best tools for creating content that AI platforms will cite and recommend”
No
No
#5
No
“how to create content that ranks in AI search results not just Google”
No
No
#1
No
“best alternatives to AirOps for AI content optimization”
No
No
No
No
“what are the best alternatives to Otterly.ai for tracking AI mentions”
No
#8
No
No
“compare AI visibility platforms for early stage startups”
#2
No
#1
No
“Pendium vs Peec AI vs Profound for AI visibility monitoring”
#1
#1
#1
#1
“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
No
No
No
“pendium.ai vs old school seo platforms, what's better for increasing my gpt ranking?”
#1
#1
#1
#1

Growth Areas9q

Adjacent, aspirational & visionary

56
58
62
56
“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
#6
#4
No
“content engineering platforms for B2B SaaS startups”
No
No
No
No
“how to build a content strategy that improves AI visibility scores”
No
No
#1
—
“Frase vs Pendium for AI-optimized content strategy”
#2
#2
#2
#2
“which startup tools help you get recommended by AI assistants”
No
No
#5
No
“is pendium.ai a reputable platform for tracking ai scores”
#1
#1
#1
#1
“pendium reviews reddit and user feedback”
#1
#1
#1
#1
ChatGPT
Claude
Gemini
AI Overviews

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

ChatGPTNeutral
ClaudeNeutral
GeminiNeutral
AI OverviewsNeutral

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

ChatGPTNo
Claude#7
Gemini#2
AI OverviewsNo

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

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

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

ChatGPTNo
Claude#9
Gemini#4
AI OverviewsNo

“best AI engine optimization AEO platforms for startups”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

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

ChatGPTNo
ClaudeNo
Gemini#1
AI OverviewsNo

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

ChatGPTNo
ClaudeNo
Gemini#3
AI OverviewsNo

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

ChatGPTNo
ClaudeNo
Gemini#5
AI OverviewsNo

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

ChatGPTNo
ClaudeNo
Gemini#1
AI OverviewsNo

“best alternatives to AirOps for AI content optimization”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

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

ChatGPTNo
Claude#8
GeminiNo
AI OverviewsNo

“compare AI visibility platforms for early stage startups”

ChatGPT#2
ClaudeNo
Gemini#1
AI OverviewsNo

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

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

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

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

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

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

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

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

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

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

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

ChatGPTNo
ClaudeNo
Gemini#1
AI OverviewsNo

“how to improve how AI chatbots recommend my product”

ChatGPTNo
Claude#6
Gemini#4
AI OverviewsNo

“content engineering platforms for B2B SaaS startups”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

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

ChatGPTNo
ClaudeNo
Gemini#1
AI Overviews—

“Frase vs Pendium for AI-optimized content strategy”

ChatGPT#2
Claude#2
Gemini#2
AI Overviews#2

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

ChatGPTNo
ClaudeNo
Gemini#5
AI OverviewsNo

“is pendium.ai a reputable platform for tracking ai scores”

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

“pendium reviews reddit and user feedback”

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1
Brand Ecosystem
1
Pendium
142 mentions
2
Semrush
semrush.com
100 mentions
3
Profound
tryprofound.com
87 mentions
4
Ahrefs
ahrefs.com
73 mentions
5
Peec AI
peec.ai
63 mentions
6
Frase
frase.io
50 mentions
7
BrightEdge
brightedge.com
45 mentions
8
Surfer SEO
surferseo.com
39 mentions
9
MarketMuse
marketmuse.com
35 mentions
10
Otterly.ai
otterly.ai
33 mentions
11
Jasper
jasper.ai
33 mentions
Analysis

Insights & Recommended Actions

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

Key Findings

Strength

What core strength in our content engineering can be scaled from Gemini to improve our broader AI platform visibility?

Our 20% mention rate in Gemini indicates we have already established a 'Gemini-Validated' content framework that resonates with current AI synthesis models. We should treat this as our competitive benchmark and reverse-engineer the specific language patterns that models prefer for authority-building.

Gap

Why are we completely missing from Google's AI Overviews while maintaining solid Gemini authority?

Our lack of presence in Google's AI Overviews is a significant strategic blind spot that separates us from the broader search-integrated AI market. We are currently performing well in standalone LLMs like Gemini, suggesting our content engineering is sound, but it lacks the specific indexing cues required for Google's synthetic answers.

Gap

How do we pivot our technical messaging to better align with the ROI-driven expectations of Boutique Agency Growth Directors?

Our current technical focus is too abstract for growth-oriented agency leaders who prioritize business outcomes over 'content engineering' definitions. We need to transition our content to outcome-based case studies that demonstrate how AI visibility directly impacts client acquisition and growth.

Recommended Actions

1

Develop comparison-focused content for agencies

Positions Pendium as the growth-centric solution against reactive dashboards, appealing to agency metrics.

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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
AI Search & Recommendation Optimization(3 queries)

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

0/4 platforms mentioned

Core
ChatGPTChatGPT
1.Gong
2.Perplexity
3.Meltwater
4.Brandwatch
5.Yoast SEO

+12 more

ClaudeClaude
1.SE Ranking (SE Visible)
2.Goodie AI
3.Semrush
4.Peec AI
5.AirOps

+1 more

GeminiGemini
1.ZipTie.dev
2.Otterly.ai
3.Profound.ai
4.Rankability
5.Semrush (Semrush AI Toolkit)

+4 more

AI OverviewsAI Overviews
1.Semrush
2.SE Ranking
3.Ahrefs
4.Profound
5.AthenaHQ

+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
ChatGPTChatGPT
1.Pendium
2.Rank Math
3.Yoast SEO
4.Shopify
5.Ahrefs

+14 more

ClaudeClaude
1.Pendium
2.Semrush One
3.Profound
4.Evertune
5.OpenForge

+9 more

GeminiGemini
1.Pendium
2.Profound
3.Otterly.ai
4.Peec AI
5.HubSpot (HubSpot AEO)

+3 more

AI OverviewsAI Overviews
1.Pendium
2.Profound
3.Dageno AI
4.Rankscale AI
5.Otterly AI

+3 more

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

4/4 platforms mentioned

Adjacent
ChatGPTChatGPT
1.Pendium
2.HERE Technologies
3.Esri
4.Waze
5.Google Maps

+17 more

ClaudeClaude
1.Pendium
2.Writesonic
3.Wordflow AI
4.Infigrowth
5.Slate

+8 more

GeminiGemini
1.Pendium
2.iPullRank
3.Minuttia
4.Directive Consulting
5.Clearscope

+8 more

AI OverviewsAI Overviews
1.Pendium
2.Profound
3.Otterly.ai
4.GEOReport.ai
5.Discovered Labs

+7 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.

SitePoint

sitepoint.com

Web1 ref

Yotpo

yotpo.com

Web1 ref

Writesonic

writesonic.com

Web1 ref

Alex Birkett

alexbirkett.com

Web1 ref

NoGood

nogood.io

Web1 ref

SE Ranking

visible.seranking.com

Web1 ref

Evertune

evertune.ai

Web1 ref

DevOpsSchool

devopsschool.com

Web1 ref

ZipTie.dev

ziptie.dev

Web1 ref

Digital Elevator

thedigitalelevator.com

Web1 ref

Goodie AI

higoodie.com

Web1 ref

Blazly

blazly.ai

Web1 ref

Semrush

semrush.com

Web1 ref

Nick Lafferty

nicklafferty.com

Web1 ref

Reddit

reddit.com

Forum1 ref
Brand Identity

Brand Voice & Style

How AI perceives Pendium's communication style and personality

Pendium communicates with a clear, pragmatic, and forward-thinking style that demystifies the complexities of AI search. The brand voice is designed to be highly accessible to marketers who may not have technical backgrounds, focusing on actionable insights rather than abstract theory. It balances a professional, authoritative stance on AI trends with an encouraging, solution-oriented tone that empowers users to take control of their digital presence in an evolving landscape.

Core Tone Traits

Pragmatic & Actionable

Focuses on delivering concrete steps and clear outcomes rather than technical jargon.

Authoritative & Insightful

Positions the brand as a knowledgeable guide in the emerging field of AI visibility.

Accessible & Inclusive

Ensures complex AI concepts are understandable for non-engineers and general marketing professionals.

Proactive & Vigilant

Reflects the continuous monitoring nature of the platform and the urgency of staying relevant in AI.

Visual Identity

Primary

#F5A623

Secondary

#1A4D3E

Accent

#F5F0E8

Background

#FFFFFF

Foreground

#111111

Backing

Investors

P
Patron

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 July 8, 2026.

Explore Artificial Intelligence

View all
Inference
Inference
64/100
Pika
Pika
63/100
Cartesia AI, Inc.
Cartesia AI, Inc.
60/100
Lexica
Lexica
53/100
Sync Labs
Sync Labs
48/100
NAVER CLOVA
NAVER CLOVA
48/100
BenchFlow
BenchFlow
42/100
Stella Foster
Stella Foster
40/100
Delphi
Delphi
40/100
Harmonic AI Inc.
Harmonic AI Inc.
40/100
Fundamental Research Labs
Fundamental Research Labs
38/100
Ishiki Labs
Ishiki Labs
37/100

Start getting
recommended by AI.

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

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.

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.

AI Visibility Score

Pendium has an AI visibility score of 18/100, rated as invisible. This score reflects how often and how prominently Pendium appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

While AI agents consistently recognize Pendium as an authoritative authority on Generative Engine Optimization, the brand is currently missing from critical discovery queries where potential users are searching for AI-native marketing and visibility solutions. This disconnect creates a prime opportunity to bridge the gap between Pendium's established brand identity and its actual search performance, particularly among startups and e-commerce merchants seeking to dominate AI recommendations.

Strengths

  • Our 20% mention rate in Gemini indicates we have already established a 'Gemini-Validated' content framework that resonates with current AI synthesis models. We should treat this as our competitive benchmark and reverse-engineer the specific language patterns that models prefer for authority-building.

Visibility Gaps

  • Our lack of presence in Google's AI Overviews is a significant strategic blind spot that separates us from the broader search-integrated AI market. We are currently performing well in standalone LLMs like Gemini, suggesting our content engineering is sound, but it lacks the specific indexing cues required for Google's synthetic answers.
  • Our current technical focus is too abstract for growth-oriented agency leaders who prioritize business outcomes over 'content engineering' definitions. We need to transition our content to outcome-based case studies that demonstrate how AI visibility directly impacts client acquisition and growth.

Competitors in AI Recommendations

  • Semrush: 100 mentions
  • Profound: 87 mentions
  • Ahrefs: 73 mentions
  • Peec AI: 63 mentions
  • Frase: 50 mentions
  • BrightEdge: 45 mentions
  • Surfer SEO: 39 mentions
  • MarketMuse: 35 mentions
  • Otterly.ai: 33 mentions
  • Jasper: 33 mentions
  • AirOps: 32 mentions
  • Conductor: 31 mentions
  • Clearscope: 29 mentions
  • Writesonic: 28 mentions
  • Adobe Experience Cloud: 27 mentions

Categories: Artificial Intelligence, Marketing Technology