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

Get a demo

WaitWhat

Visibility45

Vibe100

Businesses/Media & Entertainment/WaitWhat

AI Visibility & Sentiment

WaitWhat

WaitWhat is a Zurich-based capital formation platform specializing in 'Capital Architecture.' They originate, architect, and operate bespoke investment vehicles for complex, high-conviction opportunities that conventional finance has yet to systematize. They focus on structural design to unlock returns in asset classes like timber supply chain finance, placemaking, human capital finance, and deep tech credit.

Active Monitoring

wait-what.co

Media & Entertainment

AI Visibility Score

45/100

Moderate

Sentiment Score

100/100

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

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe WaitWhat today.

WaitWhat currently commands strong, top-tier recognition for its brand identity, yet it remains significantly underutilized in discovery-based search contexts where high-intent entrepreneurs seek expert-led media. While the brand is a clear favorite for direct inquiries, it is failing to capture the vast majority of traffic from users searching for narrative-driven audio solutions and professional development resources.

Working in your favor

Exceptional brand authority in direct 'vibe check' inquiries across all AI models

High-ranking visibility in professional development podcast searches on Gemini and ChatGPT

Strong performance with the 'Growth-Minded Solo Entrepreneur' persona when queries are explicitly tied to high-quality business content

Gaps to close

Complete absence from discovery queries regarding narrative-driven podcast networks and premium media studios

Failure to associate with broader AI and mindfulness content, ceding space to competitors like Calm and Headspace

Lack of presence in 'best-of' lists outside of direct, branded product searches

Opportunities

Leverage the brand's reputation for 'premium quality' to capture search traffic for narrative-driven and artisanal media networks

Optimize content metadata to bridge the gap between business leadership and AI-focused educational content

Target adjacent search intent regarding daily habits and mindfulness to peel audience share away from legacy incumbents like Headspace

Highest-Impact Actions

Implement a 'Network-First' content strategy to associate WaitWhat with premium media studio categories.

The data shows total invisibility in narrative-driven media discovery, a critical entry point for high-value listeners looking for production quality similar to Wondery.

Develop content specifically indexed for the 'best AI podcasts for business' segment.

This represents a missed growth opportunity where AI models are currently suggesting zero options, allowing for an immediate 'first-mover' advantage in AI-driven search results.

Optimize landing pages and metadata for mindfulness and professional routine-building keywords.

Competitors like Calm and Headspace currently capture this search intent; WaitWhat is missing the opportunity to be framed as an essential component of a high-performance daily routine.

Value Proposition

WaitWhat provides the structural engineering necessary to deploy capital into complex, emergent asset classes that lack existing market templates, enabling institutional investors to capture returns before consensus forms.

Overview

Mission

To provide people with the ideas, information, and inspiration they need to live their best lives at work and reach their full potential.

Products & Services

Masters of ScaleMeditative StoryRapid ResponseMasters of Scale SummitPioneers of AIARC (Timber Supply Chain Finance)PIF (Placemaking Investment Fund)ACE (Income Sharing Agreements)TIP (Transition & Innovation Platform)SDR (Loan-Originating AIF)

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	100	100	100	100
“What do you know about WaitWhat? What do they do and what's their reputation?”	Positive	Positive	Positive	Positive
Core4q Product/service category queries	54	40	60	26
“what are the best podcasts for entrepreneurs that actually teach you how to scale a business”	#2	#1	#1	Yes
“i need some high-quality business podcasts that aren't just dry interviews with boring CEOs”	#5	#10	#2	No
“where should i look for the best narrative-driven podcasts that are actually worth my time”	No	No	No	No
“can you recommend podcasts or audio series that help with meditation or focus for people with high-stress jobs”	No	No	No	Yes
Growth Areas5q Adjacent, aspirational & visionary	0	0	0	0
“what are some good podcasts on artificial intelligence for busy executives who need to stay ahead”	No	No	No	No
“what media networks or podcast studios have the best reputation for high-quality storytelling”	No	No	No	No
“if i like shows from Wondery and TED, what other media companies should i check out”	No	No	No	No
“what are the best apps or audio platforms for daily inspiration and personal development”	No	No	No	No
“how do i structure my daily routine to include more learning and personal growth without burnout”	No	No	No	No

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

Positive

“what are the best podcasts for entrepreneurs that actually teach you how to scale a business”

Yes

“i need some high-quality business podcasts that aren't just dry interviews with boring CEOs”

#10

“where should i look for the best narrative-driven podcasts that are actually worth my time”

“can you recommend podcasts or audio series that help with meditation or focus for people with high-stress jobs”

Yes

“what are some good podcasts on artificial intelligence for busy executives who need to stay ahead”

“what media networks or podcast studios have the best reputation for high-quality storytelling”

“if i like shows from Wondery and TED, what other media companies should i check out”

“what are the best apps or audio platforms for daily inspiration and personal development”

“how do i structure my daily routine to include more learning and personal growth without burnout”

Competitive Landscape

NPR

16 mentions

Wondery

15 mentions

Spotify

11 mentions

Calm

11 mentions

Headspace

11 mentions

Radiotopia

10 mentions

PRX

9 mentions

WaitWhat

9 mentions

The Tim Ferriss Show

8 mentions

How I Built This

8 mentions

My First Million

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional brand authority in direct 'vibe check' inquiries across all AI models

Strength

High-ranking visibility in professional development podcast searches on Gemini and ChatGPT

Strength

Strong performance with the 'Growth-Minded Solo Entrepreneur' persona when queries are explicitly tied to high-quality business content

Recommended Actions

Implement a 'Network-First' content strategy to associate WaitWhat with premium media studio categories.

The data shows total invisibility in narrative-driven media discovery, a critical entry point for high-value listeners looking for production quality similar to Wondery.

Develop content specifically indexed for the 'best AI podcasts for business' segment.

This represents a missed growth opportunity where AI models are currently suggesting zero options, allowing for an immediate 'first-mover' advantage in AI-driven search results.

Optimize landing pages and metadata for mindfulness and professional routine-building keywords.

Competitors like Calm and Headspace currently capture this search intent; WaitWhat is missing the opportunity to be framed as an essential component of a high-performance daily routine.

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

Professional Development & Leadership Audio Content(3 queries)

“what are the best podcasts for entrepreneurs that actually teach you how to scale a business”

4/4 platforms mentioned

Core

ChatGPT

1.NPR (How I Built This)

2.Masters of Scale

3.The Tim Ferriss Show

4.The $100 MBA

5.Mixergy

+7 more

Claude

1.How I Built This

2.My First Million

3.The Tim Ferriss Show

4.Founders

5.Foundr Podcast

+3 more

Gemini

1.Masters of Scale (Rapid Response)

2.Entrepreneurs on Fire

3.HBR IdeaCast

4.Harvard Business Review

5.The Tim Ferriss Show

+7 more

AI Overviews

1.Scaling Up: Lessons From The World's Best CEOs and Founders

2.Wise

3.Rokt

4.Block

5.The $100 MBA Show

+5 more

“i need some high-quality business podcasts that aren't just dry interviews with boring CEOs”

2/4 platforms mentioned

Core

ChatGPT

1.HBR IdeaCast

2.Harvard Business Review

3.The Knowledge Project

4.Freakonomics Radio

5.Planet Money

+7 more

Claude

1.Wondery (Business Wars)

2.How I Built This

3.Acquired

4.My First Million

5.Mixergy

+2 more

Gemini

1.How I Built This with Guy Raz

2.a16z Podcast

3.Masters of Scale

4.HBR IdeaCast

5.Harvard Business Review

+10 more

AI Overviews

1.Wondery (Business Wars)

2.Nike

3.Adidas

4.Netflix

5.Blockbuster

+7 more

“what are some good podcasts on artificial intelligence for busy executives who need to stay ahead”

0/4 platforms mentioned

Adjacent

ChatGPT

1.The AI Breakdown

2.Emerj

3.Andreessen Horowitz (a16z Podcast)

4.The New York Times (Pivot, Hard Fork)

5.McKinsey (Reimagine)

+4 more

Claude

1.The AI in Business Podcast

2.AI Agents Podcast

3.Jotform

4.Rise Productive

5.The AI CEO Podcast

+7 more

Gemini

1.The AI in Business Podcast

2.The TWIML AI Podcast

3.Everyday AI Podcast

4.The AI Daily Brief

5.Leveraging AI

+5 more

AI Overviews

1.BCG

2.MIT Sloan

3.Me, Myself, and AI

4.NASA

5.Shopify

+10 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.

11 Best Podcasts for Entrepreneurs in 2025 - SBG Funding

sbgfunding.com

WaitWhat

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Media & Entertainment

Start gettingrecommended by AI.

Frequently asked questions

WaitWhat

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Media & Entertainment

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.