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.

Roadmap Pricing

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Voxstack

Visibility0

Vibe50

Businesses/Software/Voxstack

AI Visibility & Sentiment

Voxstack

Voxstack is an operational intelligence platform that automatically converts enterprise phone call interactions into structured, routed, and actionable data. By leveraging AI to transcribe and analyze calls in real-time, it helps organizations reduce after-call work and gain critical insights from previously uninspected conversations.

Active Monitoring

everythingelse.ai

Software

AI Visibility Score

0/100

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 Voxstack today.

Voxstack is currently a silent player in the AI ecosystem, possessing brand awareness only when explicitly queried rather than appearing as a primary solution for critical operational problems. While competitors like Salesforce and Five9 dominate the conversation, Voxstack is missing every opportunity to position itself as an industry authority during the high-intent research phase of the buyer journey.

Working in your favor

Brand recognition exists in a direct 'vibe check' capacity, confirming that AI models are aware of Voxstack's identity when directly prompted.

Gaps to close

Total absence in high-intent categories including call routing, regulatory compliance for call recording, and CRM automation.

Failure to reach key decision-makers such as Efficiency-Driven Operations Directors and Technical Compliance Auditors.

Complete lack of visibility in competitive enterprise software evaluation queries where potential customers are actively comparing vendors.

Opportunities

Capitalize on the 'Optimizing Operational Efficiency' query space by creating content that directly addresses after-call work reduction.

Establish thought leadership in call compliance and auditing to capture the Technical Compliance Auditor persona.

Optimize technical documentation and case study content to feed into the specific 'smarter call routing' and 'CRM data entry' problem-solving workflows AI models prioritize.

Highest-Impact Actions

Execute an AI-optimized content strategy focused on high-intent 'how-to' queries for call center operations.

Competitors are winning by answering specific operational 'how-to' questions; Voxstack must provide the structured data AI models need to cite it as a viable solution.

Publish technical whitepapers on call compliance and audit automation.

These queries represent high-value enterprise leads, yet Voxstack is currently invisible to auditors searching for these solutions.

Develop comparative 'alternative' content that positions Voxstack against legacy call analytics tools.

Buyers are actively asking AI for help switching from legacy systems; capturing this traffic is essential for displacing incumbents like Zendesk or Five9.

Value Proposition

Reduces after-call work by 20-30% and decreases insight latency from weeks to minutes by automating the transformation of unstructured audio into structured CRM data.

Overview

Mission

To turn every phone call into actionable intelligence.

Products & Services

AI Insights ExtractionReal-time Intelligent RoutingAutomated CRM UpdatesEnterprise Compliance & Security

Current State

Visibility Landscape

A high-level view of how Voxstack 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	70	70	70
“What do you know about Voxstack? What do they do and what's their reputation?”	#1	Yes	Yes	Yes
Core2q Product/service category queries	0	0	0	0
“help me set up a smarter call routing system for a high volume support desk”	No	No	No	No
“best ways to automate crm data entry from customer support calls”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“how do i reduce after-call work time for my support team, what tools actually work”	No	No	No	No
“how to handle call compliance and auditing for a finance company using ai”	No	No	No	No
“what should i look for when switching from a legacy call analysis tool”	No	No	No	No

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

Yes

“help me set up a smarter call routing system for a high volume support desk”

“best ways to automate crm data entry from customer support calls”

“how do i reduce after-call work time for my support team, what tools actually work”

“how to handle call compliance and auditing for a finance company using ai”

“what should i look for when switching from a legacy call analysis tool”

Competitive Landscape

Salesforce

32 mentions

Five9

20 mentions

HubSpot

19 mentions

Zendesk

18 mentions

Talkdesk

14 mentions

RingCentral

14 mentions

Zapier

12 mentions

Dialpad

11 mentions

Level AI

10 mentions

Salesforce Service Cloud

9 mentions

Voxstack

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand recognition exists in a direct 'vibe check' capacity, confirming that AI models are aware of Voxstack's identity when directly prompted.

Gap

Total absence in high-intent categories including call routing, regulatory compliance for call recording, and CRM automation.

Gap

Failure to reach key decision-makers such as Efficiency-Driven Operations Directors and Technical Compliance Auditors.

Recommended Actions

Execute an AI-optimized content strategy focused on high-intent 'how-to' queries for call center operations.

Competitors are winning by answering specific operational 'how-to' questions; Voxstack must provide the structured data AI models need to cite it as a viable solution.

Publish technical whitepapers on call compliance and audit automation.

These queries represent high-value enterprise leads, yet Voxstack is currently invisible to auditors searching for these solutions.

Develop comparative 'alternative' content that positions Voxstack against legacy call analytics tools.

Buyers are actively asking AI for help switching from legacy systems; capturing this traffic is essential for displacing incumbents like Zendesk or Five9.

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

Optimizing Operational Efficiency In High Volume Call Centers(2 queries)

“how do i reduce after-call work time for my support team, what tools actually work”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Talkdesk

2.Zendesk

3.Freshdesk

4.Talkdesk Copilot

5.Otter.ai

+10 more

Claude

1.Dialpad AI

2.ASAPP AutoSummary

3.Level AI

Gemini

1.Salesforce Service Cloud

2.Zendesk

3.HubSpot Service Hub

4.Genesys Cloud CX

5.Five9

+6 more

AI Overviews

1.Balto

2.Observe.AI

3.Dialpad AI

4.Zendesk

5.Salesforce Service Cloud

+5 more

“best ways to automate crm data entry from customer support calls”

0/4 platforms mentioned

Core

The Efficiency-Driven Operations Director · Director of Customer Operations

ChatGPT

1.Salesforce

2.Gong

3.Zapier

4.JustCall

5.Transkriptor

+3 more

Claude

1.Harmonix

2.Salesforce

3.HubSpot

4.Zoho

5.Dynamics

+7 more

Gemini

1.Gong.io

2.Chorus.ai

3.ZoomInfo

4.NICE Nexidia

5.Cresta

+10 more

AI Overviews

1.Kixie

2.RingCentral

3.Zoho Phone Bridge

4.Fireflies.ai

5.Otter.ai

+9 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.

Wrap Time Reduce 88393

callcentrehelper.com

Voxstack

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

Voxstack

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.