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

Eloquent AI

Visibility13

Vibe83

Businesses/Enterprise Software/Eloquent AI

AI Visibility & Sentiment

Eloquent AI

Eloquent AI provides enterprise-grade AI Operators specifically designed for financial services, enabling banks, insurance companies, and fintechs to automate up to 96% of complex, regulated customer operations. Their self-healing AI agents deliver compliant, reliable service at scale without requiring engineering or API integration.

Active Monitoring

eloquentai.co

Enterprise Software Startups

AI Visibility Score

13/100

Invisible

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 Eloquent AI today.

Eloquent AI is currently a 'hidden gem' that commands top-tier authority in specialized technical and regulatory niches on Claude and Gemini, yet remains completely invisible to the broader enterprise market on ChatGPT and Google AI Overviews. While technical architects recognize the brand's specialized banking regulation models, the company is being systematically locked out of high-value conversations around operational cost reduction and customer support automation by dominant competitors like Kasisto and Salesforce.

Working in your favor

High authority in niche technical queries, specifically ranking #1 and #2 on Claude for banking regulation model searches.

Strong resonance with the Principal AI Solutions Architect persona, achieving a 27% mention rate.

Flawless performance in 'brand vibe checks,' indicating that when the brand is known, the AI sentiment is universally positive and accurate.

Gaps to close

Total absence from ChatGPT and AI Overviews, which are the primary discovery engines for enterprise buyers.

Zero visibility for the 'Enterprise Digital Transformation Director' persona, failing to capture the executive audience responsible for budget allocation.

Critical failure to appear in 'cost reduction' and 'customer support automation' queries, where Kasisto and KAI are currently defining the market narrative.

Opportunities

Capitalize on the existing technical foothold in Gemini to capture the 'Financial Services AI Trust & Compliance' segment where a low-ranking mention already exists.

Exploit the high-ranking performance on Claude by feeding the model more structured case studies focused on insurance claims to expand beyond banking.

Bridge the gap between technical specs and business outcomes to displace legacy competitors like Salesforce in 'bank ops cost' queries.

Highest-Impact Actions

Execute a ChatGPT-specific data saturation campaign focusing on enterprise banking case studies.

Eloquent AI has a 0% mention rate on the world's most used AI platform; without presence here, the brand does not exist to the majority of the market.

Develop and publish high-authority whitepapers on 'Operational Cost Reduction in Finance' targeted at Digital Transformation Directors.

This persona currently has 0% visibility of Eloquent AI, and capturing this 'value-based' query set is essential for moving beyond a niche technical tool.

Optimize technical documentation for AI Overviews by using structured data and clear, declarative 'how-to' guides for regulated industries.

The brand is currently ignored by Google's AI, but its success in similar queries on Claude suggests the content exists but isn't being parsed correctly by search-based LLMs.

Value Proposition

The first AI solution that meets enterprise accuracy and reliability standards for regulated industries, featuring self-healing mechanisms that automatically fix issues without engineering intervention—delivering 24/7 compliant service with up to 4x cost reduction.

Overview

Mission

To harness AI to serve humanity by building AI systems that businesses can depend on—solutions that are precise, reliable, and aligned with human needs, especially in high-stakes applications where accuracy is non-negotiable.

Products & Services

Fixer - 24/7 AI customer service agent with up to 96% autonomous resolutionCloser - AI-powered sales representative for inbound lead conversionNavigator - Customer onboarding and retention co-pilotCustom Agent - Tailored AI agents for specific business workflowsOratio Fin - Dedicated compliance model for banking regulations

Current State

Visibility Landscape

A high-level view of how Eloquent AI 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	97	97	97
“What do you know about Eloquent AI? What do they do and what's their reputation?”	#1	#1	#1	#1
Core3q Product/service category queries	0	50	47	0
“how can my bank automate customer support without breaking compliance rules, what tools are built for this”	No	#1	No	No
“who are the most trusted ai customer service providers for the banking industry right now”	No	No	#20	No
“best ai agents for high volume insurance claims that can handle 90% of tickets on their own”	—	No	#5	No
Growth Areas3q Adjacent, aspirational & visionary	0	47	38	0
“how to use ai to follow up with fintech leads and book more demos automatically”	No	No	No	No
“how to cut bank ops costs by 70% using ai, which specific platforms should i look at”	No	No	No	No
“find me an ai model specifically trained on banking regulations for customer service”	—	#2	#5	No

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

“how can my bank automate customer support without breaking compliance rules, what tools are built for this”

“who are the most trusted ai customer service providers for the banking industry right now”

#20

“best ai agents for high volume insurance claims that can handle 90% of tickets on their own”

—

“how to use ai to follow up with fintech leads and book more demos automatically”

“how to cut bank ops costs by 70% using ai, which specific platforms should i look at”

“find me an ai model specifically trained on banking regulations for customer service”

—

Competitive Landscape

Kasisto

13 mentions

KAI

12 mentions

Salesforce

12 mentions

Salesforce Einstein

12 mentions

Kore.ai

11 mentions

UiPath

8 mentions

Amazon Connect

7 mentions

Intercom

7 mentions

AWS

7 mentions

Cognigy

7 mentions

Eloquent AI

5 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High authority in niche technical queries, specifically ranking #1 and #2 on Claude for banking regulation model searches.

Strength

Strong resonance with the Principal AI Solutions Architect persona, achieving a 27% mention rate.

Strength

Flawless performance in 'brand vibe checks,' indicating that when the brand is known, the AI sentiment is universally positive and accurate.

Recommended Actions

Execute a ChatGPT-specific data saturation campaign focusing on enterprise banking case studies.

Eloquent AI has a 0% mention rate on the world's most used AI platform; without presence here, the brand does not exist to the majority of the market.

Develop and publish high-authority whitepapers on 'Operational Cost Reduction in Finance' targeted at Digital Transformation Directors.

This persona currently has 0% visibility of Eloquent AI, and capturing this 'value-based' query set is essential for moving beyond a niche technical tool.

Optimize technical documentation for AI Overviews by using structured data and clear, declarative 'how-to' guides for regulated industries.

The brand is currently ignored by Google's AI, but its success in similar queries on Claude suggests the content exists but isn't being parsed correctly by search-based LLMs.

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

Automating Regulated Customer Operations(3 queries)

“how can my bank automate customer support without breaking compliance rules, what tools are built for this”

0/4 platforms mentioned

Core

ChatGPT

1.Kasisto

2.KAI

3.Kore.ai

4.Personetics

5.Nuance

+29 more

Claude

1.Salesforce Financial Services Cloud

2.IBM Watson Assistant for Financial Services

3.Amazon Connect

4.Genesys Cloud

5.Pega

+5 more

Gemini

1.Kasisto

2.KAI

3.FIS

4.Jack Henry

5.Ada

+10 more

AI Overviews

1.Kore.ai

2.AdvisorEngine

“best ai agents for high volume insurance claims that can handle 90% of tickets on their own”

0/3 platforms mentioned

Core

The Regulatory Compliance Executive · Chief Compliance Officer

Claude

1.Salesforce Einstein Service Cloud

2.Salesforce

3.IBM Watson Assistant

4.UiPath Document Intelligence + Automation

5.Thoughtworks Insurance AI Platform

Gemini

1.Shift Technology

2.Shift Claims Automation

3.Cognigy

4.Cognigy.AI

5.Allianz

+7 more

AI Overviews

1.Getzowie

2.Zowie

3.Aviva

4.Aisera

5.Ticket AI

+7 more

“find me an ai model specifically trained on banking regulations for customer service”

2/3 platforms mentioned

Adjacent

The Regulatory Compliance Executive · Chief Compliance Officer

Claude

1.IBM Watson for Financial Services

2.Eloquent AI

3.LexisNexis+ AI

Gemini

1.IBM Watsonx.ai

2.Granite

3.Watsonx

4.Watsonx.governance

5.Eloquent AI

+9 more

AI Overviews

1.Fini

2.Kasisto AI

3.KAI

4.Cyberbank Konecta

5.Galileo

+5 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.

www.winnow.law

winnow.law

Eloquent AI

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 Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Eloquent AI

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 Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.