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

Voxpopme

Visibility44

Vibe98

Businesses/Voxpopme

AI Visibility & Sentiment

Voxpopme

Voxpopme is an all-in-one qualitative insights platform that helps research teams capture, analyze, and share customer feedback through video surveys, live interviews, and AI-powered analysis. The platform enables businesses to understand customer voices at scale while delivering actionable insights faster.

Active Monitoring

site.voxpopme.com

Startups

AI Visibility Score

44/100

Moderate

Sentiment Score

98/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Voxpopme today.

Voxpopme dominates the conversation around scaling qualitative video insights with top-tier rankings on Claude and Gemini, yet remains dangerously invisible in high-stakes enterprise trust evaluations. While the brand is a recognized leader for Agile Product Managers, it is currently losing the critical AI Moderation narrative to nimbler competitors like Outset.

Working in your favor

Market-leading performance in Scaling Qualitative Insights queries, specifically on AI Overviews and Claude where it frequently holds the #1 spot.

High resonance with Enterprise Insights Directors (50% mention rate) and Agile Product Managers (46% mention rate).

Perfect brand recall and sentiment across all platforms during direct brand vibe checks.

Gaps to close

Complete invisibility in queries regarding most trusted qualitative research software for enterprise, a vacuum filled by Qualtrics and NVivo.

Underperformance in the Modernizing User Research & Moderation category, failing to show up for AI moderator-specific searches.

Poor ranking depth on ChatGPT (avg pos 8.4) despite a respectable mention rate, indicating a lack of authoritative citations in ChatGPT's training data.

Opportunities

Aggressively claim the AI Moderation category to displace Outset's high-position/low-mention dominance.

Target the Traditional Research Methodologist persona to improve their currently low 28% mention rate and stabilize authority among skeptics.

Bridge the trust gap by creating structured data and content focused on enterprise-grade security and methodology rigor.

Highest-Impact Actions

Deploy an 'Enterprise Trust & Reliability' content pillar optimized for LLM indexing.

Voxpopme is currently 'NOT MENTIONED' in trust-based enterprise queries, allowing legacy players to maintain their moat despite Voxpopme's technical superiority.

Optimize site architecture and external PR for ChatGPT's retrieval-augmented generation (RAG) to improve position depth.

An 8.4 average position on ChatGPT is a significant liability given it is the highest-volume platform; the brand is mentioned but lacks the 'authority signals' to be a top recommendation.

Launch a dedicated campaign around 'AI Moderation' features to win back the modernization narrative.

Outset currently maintains a 1.9 average position in this niche; Voxpopme must use its enterprise footprint to reclaim its status as the innovator in 24/7 moderation.

Value Proposition

Turn hours of qualitative research into actionable insights 60x faster at 3% of the cost using AI-powered video feedback analysis and automated reporting

Overview

Mission

Reveal the voice of the customer, then use it to unlock future possibilities to own tomorrow

Products & Services

Video SurveysLive InterviewsAI ModeratorUser ResearchAI-Powered Analysis & Insights Repository

Current State

Visibility Landscape

A high-level view of how Voxpopme 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 Voxpopme? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	65	51	66	55
“how can I analyze hundreds of customer video feedback clips really fast, what tools should I use”	#1	#4	#1	#1
“best AI moderators for doing 24/7 qualitative customer interviews”	#3	No	No	No
“most trusted qualitative research software for enterprise companies in 2026”	No	No	No	No
“suggest a workflow for running video surveys at a global scale and getting the data analyzed automatically”	#3	#1	#2	#1
“find me a tool that can turn raw video interviews into a searchable insights repository”	No	No	#3	No
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

“how can I analyze hundreds of customer video feedback clips really fast, what tools should I use”

“best AI moderators for doing 24/7 qualitative customer interviews”

“most trusted qualitative research software for enterprise companies in 2026”

“suggest a workflow for running video surveys at a global scale and getting the data analyzed automatically”

“find me a tool that can turn raw video interviews into a searchable insights repository”

Competitive Landscape

Dovetail

33 mentions

Voxpopme

21 mentions

Qualtrics

19 mentions

Marvin

19 mentions

NVivo

16 mentions

Slack

15 mentions

UserTesting

14 mentions

Salesforce

13 mentions

Outset

10 mentions

Maze

10 mentions

Condens

9 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Market-leading performance in Scaling Qualitative Insights queries, specifically on AI Overviews and Claude where it frequently holds the #1 spot.

Strength

High resonance with Enterprise Insights Directors (50% mention rate) and Agile Product Managers (46% mention rate).

Strength

Perfect brand recall and sentiment across all platforms during direct brand vibe checks.

Recommended Actions

Deploy an 'Enterprise Trust & Reliability' content pillar optimized for LLM indexing.

Voxpopme is currently 'NOT MENTIONED' in trust-based enterprise queries, allowing legacy players to maintain their moat despite Voxpopme's technical superiority.

Optimize site architecture and external PR for ChatGPT's retrieval-augmented generation (RAG) to improve position depth.

An 8.4 average position on ChatGPT is a significant liability given it is the highest-volume platform; the brand is mentioned but lacks the 'authority signals' to be a top recommendation.

Launch a dedicated campaign around 'AI Moderation' features to win back the modernization narrative.

Outset currently maintains a 1.9 average position in this niche; Voxpopme must use its enterprise footprint to reclaim its status as the innovator in 24/7 moderation.

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

Scaling Qualitative Insights(3 queries)

“how can I analyze hundreds of customer video feedback clips really fast, what tools should I use”

1/4 platforms mentioned

Core

ChatGPT

1.S3

2.Google Cloud Storage

3.Azure Blob

4.Elasticsearch

5.OpenSearch

+36 more

Claude

1.Plotto

2.Quantilope

3.Vosaic

4.Emble

5.iWeaver AI Video Sentiment Analyzer

+4 more

Gemini

1.Dovetail

2.Condens

3.Lookback

4.Eureka

5.Twelve Labs

+5 more

AI Overviews

1.VideoPeel AI

2.Voxpopme

3.Dovetail

4.UserTesting

5.Video Peel

+8 more

“suggest a workflow for running video surveys at a global scale and getting the data analyzed automatically”

4/4 platforms mentioned

Core

The Enterprise Insights Director · Global Director of Consumer Insights

ChatGPT

1.Qualtrics

2.Salesforce

3.Voxpopme

4.dscout

5.UserTesting

+30 more

Claude

1.Voxpopme

2.Medallia Video

3.Conjointly

4.Medallion

5.Qualtrics

+2 more

Gemini

1.Qualtrics

2.Salesforce

3.Voxpopme

4.LivingLens

5.Medallia

+9 more

AI Overviews

1.Qualtrics

2.SurveyMonkey

3.Voxpopme

4.Dovetail

5.Chattermill

+2 more

“find me a tool that can turn raw video interviews into a searchable insights repository”

1/4 platforms mentioned

Core

The Enterprise Insights Director · Global Director of Consumer Insights

ChatGPT

1.Qualtrics

2.Salesforce

3.Dovetail

4.UserTesting

5.Lookback

+6 more

Claude

1.Indeemo

2.Zoom

3.Teams

4.Marvin

5.Dovetail

+4 more

Gemini

1.Qualtrics

2.Salesforce

3.Voxpopme

4.Dovetail

5.Medallia Video

+2 more

AI Overviews

1.Dovetail

2.Marvin

3.HeyMarvin

4.UserBit

5.Condens

+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.

descript.com

Voxpopme

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Voxpopme

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.