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

Bujo

Visibility5

Vibe50

Businesses/Enterprise Software/Bujo

AI Visibility & Sentiment

Bujo

Bujo provides enterprise-grade conversational AI solutions for customer support, offering AI agents that handle phone and chat interactions as well as AI copilot tools that assist human support staff. The platform is designed specifically for large B2C enterprises in retail, finance, telecom, healthcare, and travel industries.

Active Monitoring

getbujo.com

Enterprise Software YC25-26

AI Visibility Score

5/100

Invisible

Sentiment Score

50/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Bujo today.

Bujo is currently a ghost in the enterprise AI landscape, failing to appear in nearly all high-intent procurement queries where competitors like Zendesk and Intercom have established dominance. While Claude and AI Overviews show the earliest signs of brand recognition, the sentiment is critically negative, meaning the few times Bujo is mentioned, it is being positioned unfavorably to decision-makers.

Working in your favor

Successfully indexed in AI Overviews for direct 'brand vibe check' queries, indicating a foundational technical presence

Achieved a 14% mention rate with the Efficiency-Driven Support Director persona in specific Claude-based evaluations

Gaps to close

Zero visibility across ChatGPT and Gemini, the primary tools used by CX executives for vendor shortlisting

Total absence in high-value 'Contact Center Scaling' and 'AI Copilot' queries, which are currently being captured by Amazon Connect and Ada

Negative sentiment footprint in Claude, specifically at position #18, which actively discourages lead conversion

Opportunities

Capture the 'Security-First Enterprise Architect' persona by publishing technical whitepapers on AI compliance to fill the current 0% visibility gap

Displace lower-performing competitors like Pinecone by targeting 'Support Ticket Volume' queries where Bujo is currently unranked

Convert the existing AI Overviews brand index into solution-based visibility by optimizing for long-tail enterprise problem queries

Highest-Impact Actions

Execute an immediate sentiment correction campaign on Claude and enterprise-facing LLMs.

Bujo's only significant mention in Claude carries negative sentiment, which is more damaging than being invisible as it creates a 'anti-recommendation' for the brand.

Develop and deploy authoritative 'Problem-Solution' content targeting 'Call Center Cost Reduction' and 'Complex AI Scenarios'.

These queries represent the core business value of Bujo but currently show 0% visibility while competitors are mentioned up to 19 times.

Optimize technical documentation and case studies for the Security-First Enterprise Architect persona.

This persona is critical for enterprise software procurement but currently has zero touchpoints with the Bujo brand across all tested platforms.

Value Proposition

Deploy conversational AI that reduces contact center costs, cuts response times, and improves CSAT across phone and chat while staying aligned with proprietary products, brand voice, processes, and compliance requirements.

Overview

Mission

Modernize customer support at scale while staying aligned with enterprise requirements for brand voice, processes, and compliance.

Products & Services

AI Agents for voice and chat customer supportAI Copilot for human staff assistanceEnterprise knowledge graph platformComplex scenario and call script handlingAnalytics and insights dashboard

Current State

Visibility Landscape

A high-level view of how Bujo 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	70	70	70	91
“What do you know about Bujo? What do they do and what's their reputation?”	Yes	Yes	Yes	#3
Core2q Product/service category queries	0	35	0	0
“most trusted enterprise conversational AI platforms for big B2C companies”	No	#18	No	No
“help me find tools that act as an AI copilot for my contact center agents to help them answer faster”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“how can I reduce my call center costs for a telecom company without ruining customer satisfaction”	No	No	No	No
“how do I make sure my AI chatbot actually follows complex scripts for financial services regulations”	No	No	No	No
“we're getting 100k support tickets a month, help me find a way to automate this with AI agents”	No	No	No	No

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

Yes

“most trusted enterprise conversational AI platforms for big B2C companies”

#18

“help me find tools that act as an AI copilot for my contact center agents to help them answer faster”

“how can I reduce my call center costs for a telecom company without ruining customer satisfaction”

“how do I make sure my AI chatbot actually follows complex scripts for financial services regulations”

“we're getting 100k support tickets a month, help me find a way to automate this with AI agents”

Competitive Landscape

Zendesk

19 mentions

Intercom

15 mentions

Amazon Connect

15 mentions

Ada

13 mentions

Salesforce

13 mentions

Pinecone

11 mentions

Salesforce Service Cloud

10 mentions

Observe.AI

10 mentions

LangChain

10 mentions

Twilio

9 mentions

Bujo

1 mention

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successfully indexed in AI Overviews for direct 'brand vibe check' queries, indicating a foundational technical presence

Strength

Achieved a 14% mention rate with the Efficiency-Driven Support Director persona in specific Claude-based evaluations

Gap

Zero visibility across ChatGPT and Gemini, the primary tools used by CX executives for vendor shortlisting

Recommended Actions

Execute an immediate sentiment correction campaign on Claude and enterprise-facing LLMs.

Bujo's only significant mention in Claude carries negative sentiment, which is more damaging than being invisible as it creates a 'anti-recommendation' for the brand.

Develop and deploy authoritative 'Problem-Solution' content targeting 'Call Center Cost Reduction' and 'Complex AI Scenarios'.

These queries represent the core business value of Bujo but currently show 0% visibility while competitors are mentioned up to 19 times.

Optimize technical documentation and case studies for the Security-First Enterprise Architect persona.

This persona is critical for enterprise software procurement but currently has zero touchpoints with the Bujo brand across all tested platforms.

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

Scaling Contact Center Operations(2 queries)

“how can I reduce my call center costs for a telecom company without ruining customer satisfaction”

0/4 platforms mentioned

Aspirational

ChatGPT

1.Zendesk

2.Zendesk Guide

3.Salesforce Service Cloud

4.Freshdesk

5.Ada

+29 more

Claude

1.Zendesk

2.Freshdesk

3.Twilio

4.Vonage

5.TTEC

+3 more

Gemini

1.Zendesk

2.Salesforce Service Cloud

3.Ada

4.Intercom

5.Fin AI

+12 more

AI Overviews

1.Sycurio

2.Yonyx

3.Nextiva

4.Converged Technology Professionals

“we're getting 100k support tickets a month, help me find a way to automate this with AI agents”

0/4 platforms mentioned

Adjacent

The Strategic CX Executive · VP of Customer Experience

ChatGPT

1.Twilio Flex

2.Genesys Cloud

3.Five9

4.Pinecone

5.Weaviate

+25 more

Claude

1.Intercom

2.Zendesk

3.Freshworks

4.Salesforce Einstein

5.Amazon Connect

+5 more

Gemini

1.Temenos

2.FIS

3.Cognigy.AI

4.Ada

5.Salesforce Einstein Service Agent

+6 more

AI Overviews

1.Text.com

2.CoSupport AI

3.Skywork.ai

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.

10 Best AI Chat Solutions for Banking Compliance in 2026

usefini.com

Bujo

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

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

Bujo

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

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.