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

Vantara AI

Visibility3

Vibe68

Businesses/Software/Vantara AI

AI Visibility & Sentiment

Vantara AI

Vantara AI is an AI-powered product engineering platform that analyzes user sessions and feedback channels to surface high-impact insights and accelerate product development. They offer a high-touch design partner program with embedded operators from companies like Meta and Airtable.

Active Monitoring

vantara.ai

Software Startups

AI Visibility Score

3/100

Invisible

Sentiment Score

68/100

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

adjacent

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Vantara AI today.

Vantara AI's visibility is heavily lopsided, showing a promising 36% mention rate on Gemini while remaining nearly undetectable on ChatGPT and Claude for high-intent technical queries. While the brand commands authority in direct 'vibe check' searches, it is being systematically excluded from the competitive consideration sets currently dominated by legacy players like Mixpanel and FullStory.

Value Proposition

AI that analyzes every session and feedback channel to surface the highest impact insights and ships them fast, with hands-on support from experienced operators embedded directly in your team.

Overview

Mission

Deep research for user behavior

Products & Services

AI-powered session analysisUser feedback aggregation and insightsSDK for session tracking and event batchingHigh-touch design partner programEmbedded operator support via Slack

Current State

Visibility Landscape

A high-level view of how Vantara AI performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini
Reputation Brand recognition & direct queries	0	0	12
Core Topics Product/service category queries	19	0	42
Growth Areas Adjacent, aspirational & visionary	0	53	35

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Mixpanel

29 mentions

FullStory

25 mentions

Amplitude

24 mentions

PostHog

24 mentions

Heap

22 mentions

Hotjar

22 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Excellent brand authority for direct inquiries, ranking #1 across ChatGPT, Claude, and AIOverviews for brand-specific vibe checks.

Strength

Developing niche dominance in Gemini for summarizing user feedback and UX improvement queries, outperforming its presence on other LLMs.

Strength

Stronger resonance with the Scaled-Product Analytics Lead persona, achieving a 33% mention rate in this segment.

Recommended Actions

Aggressive Technical Documentation Optimization

With 0% visibility in AIOverviews and poor results for 'best sdk' queries, technical assets must be restructured to emphasize performance and speed.

Competitive Comparison Program

Competitors like Mixpanel and FullStory appear in almost 30 queries each; Vantara must generate 'alternative to' content to force its way into their consideration sets.

Targeted Founder-Level Thought Leadership

The 0% mention rate for Seed-Stage Founders requires a new content strategy focused on 'scaling' and 'product-led growth' to capture this audience.

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

Product Engineering & UX Improvement(3 queries)

“how to find where users are getting stuck in my app without watching hours of session replays”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Mixpanel

2.Amplitude

3.Heap

4.GA4

5.Datadog

+15 more

Claude

1.Hotjar

2.Microsoft Clarity

3.Amplitude

4.Mixpanel

5.Segment

+7 more

Gemini

1.Mixpanel

2.Amplitude

3.Heap

4.FullStory

5.Microsoft Clarity

+8 more

AI Overviews

1.LogRocket

2.Pendo

3.Amplitude

4.Mixpanel

5.FullStory

+5 more

“best way to summarize user feedback from slack and support tickets into product insights”

0/4 platforms mentioned

Adjacent

The Seed-Stage Visionary Founder · Founder & CEO

ChatGPT

1.Zendesk

2.Intercom

3.Front

4.Slack

5.Notion

+15 more

Claude

1.Slack

2.Zapier

3.Make

4.Typeform

5.Airtable

+3 more

Gemini

1.Slack

2.Viable

3.Zendesk

4.Intercom

5.GPT-4

+7 more

AI Overviews

1.Slack

2.Google Sheet

3.Plain

4.Pylon

5.Enterpret

+8 more

“recommend some ai tools for session analysis that actually suggest product improvements”

0/4 platforms mentioned

Core

The Seed-Stage Visionary Founder · Founder & CEO

ChatGPT

1.FullStory

2.Quantum Metric

3.LogRocket

4.Contentsquare

5.Heap

+7 more

Claude

1.Glassbox

2.UserReplay

3.Fullstory

4.Hotjar

5.Logrocket

+2 more

Gemini

1.PostHog

2.PostHog Max

3.June.so

4.Mixpanel

5.Segment

+8 more

AI Overviews

1.Quantum Metric

2.Felix AI

3.FullStory

4.LogRocket

5.Galileo AI

+11 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.

The best session replay tools for developers, compared - PostHog

posthog.com

Web1 ref

Favorite session replay / debug / UX monitoring tool? - Reddit

reddit.com

Forum1 ref

Component Tracking | Sentry for React

docs.sentry.io

Web1 ref

8 Best React Application Monitoring Tools for Performance ...

cubeapm.com

Web1 ref

The Best 7 Session Replay Tools in 2025 - Statsig

statsig.com

Web1 ref

Performance Overhead - Sentry Docs

docs.sentry.io

Web1 ref

Best Real User Monitoring Tools: A 2025 Comparison - DebugBear

debugbear.com

Web1 ref

Light Weight Session Replay & Observability for React Native

reddit.com

Forum1 ref

Fractional Product Manager for Early-Stage SaaS - Quickly Hire

quicklyhire.com

Web1 ref

Hello Generalist: For Startups

hellogeneralist.com

Web1 ref

Hire a Fractional Product Manager - Pangea

pangea.app

Web1 ref

Benefits of Fractional CPO over Full-Time for Series A Startups

emerginghumanity.com

Web1 ref

Product Management Consulting - Prodify

prodify.group

Web1 ref

Product People | Get an Interim Product Manager

getproductpeople.com

Web1 ref

The Role of a Fractional Product Manager for Early-Stage ...

buildandscalestudio.substack.com

Blog1 ref

Competitive Landscape

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

Mixpanel29 mentions

FullStory25 mentions

Amplitude24 mentions

PostHog24 mentions

Heap22 mentions

Hotjar22 mentions

LogRocket21 mentions

Slack20 mentions

Sentry19 mentions

Microsoft Clarity11 mentions

Vantara AI7 mentions

Brand Identity

Brand Voice & Style

How AI perceives Vantara AI's communication style and personality

Vantara AI communicates with a confident, technically sophisticated voice that speaks directly to product builders and operators. The tone is professional yet approachable, emphasizing speed, impact, and hands-on partnership. They balance technical credibility with human connection, highlighting their team's experience at respected companies like Meta and Airtable. The brand avoids hype in favor of clear, direct value statements.

Core Tone Traits

Direct & Action-Oriented

Clear, concise messaging focused on outcomes and speed

Technically Credible

Speaks the language of product teams and developers without being overly jargon-heavy

Partnership-Focused

Emphasizes collaboration and embedded support rather than just selling software

Confidently Understated

Lets results and backing speak for themselves without excessive claims

Backing

Investors

Homebrew

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 2, 2026.