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

Flip

Visibility0

Vibe50

Businesses/Software/Flip

AI Visibility & Sentiment

Flip

Flip is a conversational Voice AI platform designed to automate phone-based customer support for high-volume retail and e-commerce brands. It replaces traditional, menu-driven IVR systems with human-like voice automation that can resolve complex inquiries like order tracking, returns, and scheduling.

Active Monitoring

flipcx.com

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 Flip today.

While major AI models already recognize Flip as a neutral and legitimate entity, the brand currently remains absent from the discovery phase of the customer service automation market. By shifting from neutral brand awareness to authoritative, problem-solving content, Flip has a prime opportunity to transition into a recommended leader for enterprise-level voice AI.

Working in your favor

AI models maintain a neutral, stable baseline of understanding regarding Flip's brand identity, providing a solid foundation to build upon without needing to correct negative perceptions.

Gaps to close

Total absence in high-intent purchase queries concerning voice AI automation for retail and e-commerce.

Lack of presence in competitive comparison landscapes where prospects evaluate alternatives to established players like PolyAI and Replicant.

Underserved technical queries from Operations Directors and Retail Tech Leads seeking modern stack solutions for post-purchase experience management.

Opportunities

Target the 'modern tech stack' conversation by positioning Flip as a critical component for high-volume retailers.

Capture market share in 'alternative to' searches by providing clear, objective use-case differentiation against current market leaders.

Develop high-authority content that addresses the specific pain points of Operations Managers, such as reducing call wait times through intelligent automation.

Highest-Impact Actions

Publish a comprehensive 'Voice AI Buyer's Guide for High-Volume Retailers'

This addresses the specific queries for 'best voice ai platforms' and 'conversational ivr tools,' establishing Flip as a helpful expert rather than just a vendor.

Develop a 'Flip vs. Competitors' analysis series for enterprise voice automation

Directly captures traffic from users actively researching alternatives to competitors like Replicant and PolyAI by highlighting Flip's unique capabilities.

Create a 'Modern Operations' case study series focused on reducing call wait times

Answers the specific pain-point queries of Operations Directors and Retail Tech Leads looking for actionable ways to improve post-purchase customer experiences.

Value Proposition

Flip provides a zero-wait-time phone experience by using advanced Voice AI that integrates directly with a brand's existing tech stack to resolve customer issues autonomously.

Overview

Mission

To help brands build better relationships with their customers through effortless and automated voice experiences.

Products & Services

Conversational Voice AIAutomated Order TrackingReturn and Exchange AutomationIntelligent Call RoutingCX Analytics and Insights

Current State

Visibility Landscape

A high-level view of how Flip 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	70
“What do you know about Flip? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core5q Product/service category queries	0	0	0	0
“what are the best voice ai platforms for automating phone support in ecommerce”	No	No	No	No
“most trusted voice ai companies for enterprise customer service in 2024”	No	No	No	No
“compare the top conversational ivr tools for high volume retail brands”	No	No	No	No
“who are the main competitors to replicant and polyai for voice automation”	No	No	No	No
“what are the highest rated voice automation tools for shopify plus brands according to reviews”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“how can i reduce wait times for my customer support phone line without hiring more agents”	No	No	No	No
“best software for automating order tracking calls and returns for an online store”	No	No	No	No
“what tech stack should i use for a modern direct to consumer brand to handle logistics and customer calls”	No	No	No	No

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

Yes

“what are the best voice ai platforms for automating phone support in ecommerce”

“most trusted voice ai companies for enterprise customer service in 2024”

“compare the top conversational ivr tools for high volume retail brands”

“who are the main competitors to replicant and polyai for voice automation”

“what are the highest rated voice automation tools for shopify plus brands according to reviews”

“how can i reduce wait times for my customer support phone line without hiring more agents”

“best software for automating order tracking calls and returns for an online store”

“what tech stack should i use for a modern direct to consumer brand to handle logistics and customer calls”

Competitive Landscape

Shopify

34 mentions

Retell AI

34 mentions

PolyAI

26 mentions

Five9

24 mentions

Twilio

23 mentions

Bland AI

23 mentions

Zendesk

20 mentions

Kore.ai

18 mentions

Cognigy

18 mentions

Gorgias

18 mentions

Flip

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

AI models maintain a neutral, stable baseline of understanding regarding Flip's brand identity, providing a solid foundation to build upon without needing to correct negative perceptions.

Gap

Total absence in high-intent purchase queries concerning voice AI automation for retail and e-commerce.

Gap

Lack of presence in competitive comparison landscapes where prospects evaluate alternatives to established players like PolyAI and Replicant.

Recommended Actions

Publish a comprehensive 'Voice AI Buyer's Guide for High-Volume Retailers'

This addresses the specific queries for 'best voice ai platforms' and 'conversational ivr tools,' establishing Flip as a helpful expert rather than just a vendor.

Develop a 'Flip vs. Competitors' analysis series for enterprise voice automation

Directly captures traffic from users actively researching alternatives to competitors like Replicant and PolyAI by highlighting Flip's unique capabilities.

Create a 'Modern Operations' case study series focused on reducing call wait times

Answers the specific pain-point queries of Operations Directors and Retail Tech Leads looking for actionable ways to improve post-purchase customer experiences.

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

Modernizing Phone Support(3 queries)

“what are the best voice ai platforms for automating phone support in ecommerce”

0/4 platforms mentioned

Core

ChatGPT

1.Replicant

2.Kore.ai

3.Avaamo

4.Yellow.ai

5.AWS (7twenty AI Agents Platform)

+6 more

Claude

1.Ringly.io

2.Shopify

3.Consio

4.CallFlows

5.Retell AI

+5 more

Gemini

1.Ringly.io

2.Shopify

3.Goodcall

4.Retell AI

5.Poly AI

+6 more

AI Overviews

1.Shopify

2.Ringly.io (Seth)

3.PolyAI

4.Genesys

5.Salesforce

+3 more

“compare the top conversational ivr tools for high volume retail brands”

0/4 platforms mentioned

Core

E-commerce Operations Manager · VP of Customer Experience

ChatGPT

1.Google Dialogflow (Dialogflow CX, Enterprise Speech)

2.Amazon Lex

3.Genesys (Genesys Cloud, Genesys IVR)

4.Five9

5.Twilio (Twilio Voice)

+4 more

Claude

1.Genesys Cloud CX

2.Five9

3.NICE CXone

4.CloudTalk

5.Nextiva

+4 more

Gemini

1.Capgemini

2.Synthflow AI

3.Dialpad

4.Nextiva

5.CloudTalk

+6 more

AI Overviews

1.Ringly.io

2.Bland AI

3.Genesys

4.Five9

5.Talkdesk

+3 more

“who are the main competitors to replicant and polyai for voice automation”

0/4 platforms mentioned

Core

E-commerce Operations Manager · VP of Customer Experience

ChatGPT

1.Replicant

2.PolyAI

3.Cognigy

4.Bold360

5.Genesys (Genesys Cloud CX, Genesys Cloud)

+11 more

Claude

1.Replicant

2.PolyAI

3.Balto

4.Cognigy

5.Kore.ai

+13 more

Gemini

1.Replicant

2.PolyAI

3.Retell AI

4.Synthflow

5.Bland AI

+13 more

AI Overviews

1.Replicant

2.PolyAI

3.Cognigy

4.Kore.ai

5.Genesys (Genesys Cloud CX)

+12 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.

Replicant

replicant.com

Flip

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Software

Start gettingrecommended by AI.

Frequently asked questions

Flip

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

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.