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

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LaunchList

Visibility42

Vibe96

Businesses/Software as a Service (SaaS) / Marketing Technology (MarTech)/LaunchList

AI Visibility & Sentiment

LaunchList

LaunchList is a MarTech SaaS platform providing a no-code, gamified waitlist solution designed for startups and indie makers. It enables users to build hype, collect early signups, and incentivize viral growth through referral rewards, all with seamless integration across major web platforms.

Active Monitoring

getlaunchlist.com

Software as a Service (SaaS) / Marketing Technology (MarTech)

AI Visibility Score

42/100

Moderate

Sentiment Score

96/100

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 LaunchList today.

LaunchList maintains strong brand recognition for direct inquiries but is failing to capture the narrative within the broader startup growth stack. While Claude consistently recognizes the brand for waitlist-specific functionality, the total absence of visibility in adjacent marketing infrastructure queries allows competitors like Viral Loops and KickoffLabs to dominate the AI-driven consideration phase.

Working in your favor

High brand authority on Claude for specific waitlist and referral marketing functional queries

Consistent presence in AI Overviews for top-of-funnel pre-launch campaign tool searches

Strong direct brand recall across all major platforms, indicating effective foundational SEO

Gaps to close

Near-total invisibility for essential startup growth stack and marketing infrastructure queries

Failure to capture interest from the Technical Marketing Operations persona compared to broader solutions

Missing critical mentions in competitor comparison and general lead generation tool discovery

Opportunities

Repositioning content to address 'startup growth infrastructure' to compete with larger platforms like Mailchimp and Webflow

Expanding presence into 'no-code landing page' and 'referral marketing platform' comparisons

Targeting technical marketing operational use cases to capture the under-addressed lead generation segment

Highest-Impact Actions

Develop and syndicate technical, long-form content focused on 'startup growth stacks' and 'marketing infrastructure' to align with founder research patterns.

The data shows LaunchList is entirely missing from infrastructure-level queries where founders look for holistic growth solutions.

Optimize landing page content and developer documentation to specifically rank for 'no-code referral' and 'waitlist management' comparison intent.

Claude is already surfacing the brand in these contexts; strengthening this content will push the brand to the top 3 positions where clicks are concentrated.

Launch a series of 'LaunchList vs. Competitor' comparison articles designed specifically for AI consumption.

Competitors like Viral Loops and KickoffLabs are capturing the 'vendor evaluation' share that LaunchList is currently forfeiting.

Value Proposition

LaunchList offers a lifetime-access, one-time payment model that allows users to integrate a fully customizable, viral-ready waitlist form in under 5 minutes, saving engineering hours while maximizing pre-launch signups.

Overview

Mission

To help your product launch be successful.

Products & Services

Viral Waitlist WidgetGamified Referral SystemCustom Thank You PagesAnalytics & User ManagementNo-code waitlist widgetWaitlist analytics dashboardEmail validation serviceCustomizable thank-you pages

Current State

Visibility Landscape

A high-level view of how LaunchList 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 LaunchList? What do they do and what's their reputation?”	Positive	Positive	Positive	Positive
Core4q Product/service category queries	27	48	31	63
“what tools can i use to build a viral waitlist for my new saas project that won't kill my site speed”	#3	#1	#10	#2
“what are the best reviewed waitlist management tools besides viral loops and kickofflabs”	No	#3	#5	#8
“best no-code platforms to set up a landing page with a referral system for early signups”	No	#14	No	#5
“i need a lightweight widget to capture emails and incentivize sharing for my product launch”	No	No	No	#7
Growth Areas5q Adjacent, aspirational & visionary	0	44	0	0
“what are the essential marketing tools a solo dev should have on day one to build a pre-launch audience”	No	#2	No	No
“recommend some affordable lead generation tools for a new indie hack launch”	No	No	No	No
“best apps for managing product hunts and early beta tester feedback”	No	No	No	No
“how do i compare different referral marketing platforms for an early stage tech product”	No	No	No	No
“what should i look for when choosing a tool to handle my product waitlist and referral emails”	No	#1	No	No

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

Positive

“what tools can i use to build a viral waitlist for my new saas project that won't kill my site speed”

#10

“what are the best reviewed waitlist management tools besides viral loops and kickofflabs”

“best no-code platforms to set up a landing page with a referral system for early signups”

#14

“i need a lightweight widget to capture emails and incentivize sharing for my product launch”

“what are the essential marketing tools a solo dev should have on day one to build a pre-launch audience”

“recommend some affordable lead generation tools for a new indie hack launch”

“best apps for managing product hunts and early beta tester feedback”

“how do i compare different referral marketing platforms for an early stage tech product”

“what should i look for when choosing a tool to handle my product waitlist and referral emails”

Competitive Landscape

Viral Loops

38 mentions

Mailchimp

32 mentions

Carrd

32 mentions

ConvertKit

27 mentions

Webflow

27 mentions

KickoffLabs

25 mentions

LaunchList

24 mentions

GetWaitlist

23 mentions

Zapier

22 mentions

Prefinery

20 mentions

Notion

19 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand authority on Claude for specific waitlist and referral marketing functional queries

Strength

Consistent presence in AI Overviews for top-of-funnel pre-launch campaign tool searches

Strength

Strong direct brand recall across all major platforms, indicating effective foundational SEO

Recommended Actions

Develop and syndicate technical, long-form content focused on 'startup growth stacks' and 'marketing infrastructure' to align with founder research patterns.

The data shows LaunchList is entirely missing from infrastructure-level queries where founders look for holistic growth solutions.

Optimize landing page content and developer documentation to specifically rank for 'no-code referral' and 'waitlist management' comparison intent.

Claude is already surfacing the brand in these contexts; strengthening this content will push the brand to the top 3 positions where clicks are concentrated.

Launch a series of 'LaunchList vs. Competitor' comparison articles designed specifically for AI consumption.

Competitors like Viral Loops and KickoffLabs are capturing the 'vendor evaluation' share that LaunchList is currently forfeiting.

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

Pre Launch Campaign Tools(3 queries)

“what tools can i use to build a viral waitlist for my new saas project that won't kill my site speed”

2/4 platforms mentioned

Core

ChatGPT

1.Tally

2.Typeform

3.GetSiteControl

4.Brevo (Sendinblue)

5.ConvertKit

+18 more

Claude

1.QueueForm

2.GetWaitlist

3.Webflow

4.Carrd

5.Notion

10.LaunchList

+8 more

Gemini

1.Prefinery

2.Viral Loops

3.Harry's

4.Dropbox

5.KickoffLabs

+8 more

AI Overviews

1.GetWaitlist

2.LaunchList

3.React

4.Prefinery

5.Tally

+3 more

“best no-code platforms to set up a landing page with a referral system for early signups”

0/4 platforms mentioned

Core

The Growth-Focused Solo Founder · Solo Entrepreneur

ChatGPT

1.ConvertKit (ConvertKit Referrals)

2.Mailchimp

3.Tally

4.Zapier

5.Make

+4 more

Claude

1.Viral Loops

2.Vyper

3.ReferralCandy

4.Shopify

5.WooCommerce

+7 more

Gemini

1.ConvertKit

2.MailerLite

3.Tally.so

4.Typedream

5.Zapier

+1 more

AI Overviews

1.Waitlister

2.QueueForm

3.Viral Loops

4.Robinhood

5.Dropbox

+8 more

“i need a lightweight widget to capture emails and incentivize sharing for my product launch”

1/4 platforms mentioned

Core

The Growth-Focused Solo Founder · Solo Entrepreneur

ChatGPT

1.ConvertKit

2.Mailchimp

3.Brevo (Sendinblue)

4.ReferralCandy

5.GrowSurf

+4 more

Claude

1.Viral Loops

2.Zapier

3.Hellobar

4.Friendbuy

5.Elfsight

+4 more

Gemini

1.ReferralCandy

2.Gleam.io

3.Viral Loops

AI Overviews

1.QueueForm

2.GetWaitlist

3.Waitlister

4.Viral Loops

5.Dropbox

7.LaunchList

+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.

SaaS App Launch Marketing: Why a Waitlist Strategy Outperforms Traditional Methods

prefinery.com

LaunchList

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software as a Service (SaaS) / Marketing Technology (MarTech)

Start gettingrecommended by AI.

Frequently asked questions

LaunchList

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Software as a Service (SaaS) / Marketing Technology (MarTech)

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.