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.

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 Reach

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.

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 reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	32	45	45	54
Core Topics Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

—

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Dovetail

33 mentions

Qualtrics

19 mentions

Marvin

19 mentions

NVivo

16 mentions

Slack

15 mentions

UserTesting

14 mentions

Loading visibility matrix...

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

Web1 ref

otter.ai

Web1 ref

rev.ai

Web1 ref

Supported Languages

assembly-preview.mintlify.app

Web1 ref

Transcribe

aws.amazon.com

Web1 ref

Analyze Labels

cloud.google.com

Web1 ref

vi.microsoft.com

Web1 ref

Quickstart

platform.openai.com

Web1 ref

7 Best Video Feedback Tools for Better Collaboration in 2025 | UpSys Consulting

upsys-consulting.com

Web1 ref

Vosaic: AI-Powered Video Feedback and Video Analysis | Vosaic

vosaic.com

Web1 ref

Best Video Feedback Platforms in 2025: Ultimate Guide for Teams & Creators

clixie.ai

Web1 ref

14 Video Review Software to Use in 2026 - ThemeDev

themedev.net

Web1 ref

Best Free Consumer Video Feedback Software - December 2024 Reviews & Comparison

sourceforge.net

Web1 ref

12 Best Consumer Video Feedback Software in 2024 | UXtweak

blog.uxtweak.com

Web1 ref

15 Best Video Review Software and Collaboration Tools in 2025

bettervideocontent.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Voxpopme.

Dovetail33 mentions

Voxpopme21 mentions

Qualtrics19 mentions

Marvin19 mentions

NVivo16 mentions

Slack15 mentions

UserTesting14 mentions

Salesforce13 mentions

Outset10 mentions

Maze10 mentions

Condens9 mentions

Brand Identity

Brand Voice & Style

How AI perceives Voxpopme's communication style and personality

Voxpopme communicates with confident expertise while remaining approachable and solution-focused. The brand voice balances professional authority in the research space with an empathetic understanding of the challenges insights teams face. Copy is clear, benefit-driven, and action-oriented, often using direct address to connect with readers. There's an underlying tone of innovation and forward-thinking, positioning the brand as a modern alternative to traditional research methods.

Core Tone Traits

Confident & Expert

Speaks with authority on qualitative research while backing claims with specific metrics and outcomes

Empathetic & Understanding

Acknowledges the pressures and challenges research teams face, positioning as a partner

Clear & Action-Oriented

Uses direct, benefit-focused language that drives toward specific outcomes

Innovative & Forward-Thinking

Emphasizes AI, speed, and modern approaches to traditional research challenges

Backing

Investors

Origin Ventures

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned March 3, 2026.

Voxpopme

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Competitive Landscape

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start getting recommended by AI

Frequently asked questions