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

Homebrew

Visibility18

Vibe88

Businesses/Venture Capital/Homebrew

AI Visibility & Sentiment

Homebrew

Homebrew is a seed-stage venture capital firm founded by Hunter Walk and Satya Patel that invests in mission-driven founders building technology companies. They provide capital, counsel, and hands-on support to help startups achieve product/market fit, build stellar teams, and scale successfully.

Active Monitoring

Homebrew.co

Venture Capital VC

AI Visibility Score

18/100

Invisible

Sentiment Score

88/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Homebrew today.

Homebrew possesses strong brand recognition for direct entity inquiries, yet fails to translate this reputation into the functional, intent-driven conversations where founders actually select their investment partners. While the firm achieves near-perfect recall for name-specific searches, it is currently losing the battle for relevance in the high-stakes 'how-to' queries that shape the modern startup fundraising journey.

Working in your favor

Excellent brand sentiment and direct recall across all major platforms when users specifically ask about Homebrew.

High-authority presence in Claude, securing a top-tier average position of 2.0 when mentioned.

Successful association with 'founder-friendly' positioning within AI Overviews.

Gaps to close

Total absence in operational support and talent-related queries, missing the opportunity to be seen as a value-add partner for early-stage hiring.

Underperformance in seed-stage venture partner research, where the firm is frequently overshadowed by firms like First Round and Y Combinator.

Lack of resonance with first-time founders, who are not encountering Homebrew during their initial exploratory phase.

Opportunities

Reposition firm content to answer specific founder 'how-to' queries regarding go-to-market strategy and seed-stage partner evaluation.

Establish a 'thought leadership' presence in founder coaching and recruiting resources to capture the high-intent traffic currently going to competitors.

Leverage the positive sentiment in Claude to anchor AI-generated narratives about Homebrew's unique value proposition.

Highest-Impact Actions

Develop and syndicate tactical 'Founders Playbooks' centered on recruiting and GTM strategy.

The data shows a massive blind spot in operational support queries; creating content that directly answers these pain points will place Homebrew in the AI's consideration set.

Optimize web assets and partner profiles to emphasize 'hands-on coaching' in search-indexed formats.

Competitors are winning by occupying the space where founders research firm culture; Homebrew must explicitly link its name to these concepts to capture referral traffic.

Target the 'Experienced Repeat Founder' persona with specialized messaging that highlights long-term partnership success.

This persona is already showing the highest engagement rate, making them the most receptive audience for increasing market share.

Value Proposition

Beyond capital, Homebrew devotes time, reputation, and accountability to founders, working as true partners to increase the probability, velocity, and scale of startup success through hands-on support in team building, product development, and go-to-market strategy.

Overview

Mission

To help founders build companies they can be proud of by being partners that devote dollars, time, and reputation to their success.

Products & Services

Seed and early-stage venture capital investmentFounder coaching and strategic counselTalent recruiting and hiring supportGo-to-market strategy developmentNetwork access to customers, partners, and follow-on capital

Current State

Visibility Landscape

A high-level view of how Homebrew 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 Homebrew? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	47	42	0	21
“how do i find seed investors who actually help with go-to-market strategy”	#6	#2	No	No
“what should i look for in a seed stage venture partner for a tech company”	#18	No	No	No
“what are the most founder-friendly venture capital firms for mission-driven tech startups”	—	No	No	#9
“how do I compare seed funds that provide hands-on counsel versus just money”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“i need help with talent recruiting and hiring for my early stage startup, what kind of support should i expect from my lead investor”	No	No	No	No
“best resources for founder coaching and strategic counsel for first-time startup CEOs”	No	No	No	No

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

“how do i find seed investors who actually help with go-to-market strategy”

“what should i look for in a seed stage venture partner for a tech company”

#18

“what are the most founder-friendly venture capital firms for mission-driven tech startups”

—

“how do I compare seed funds that provide hands-on counsel versus just money”

“i need help with talent recruiting and hiring for my early stage startup, what kind of support should i expect from my lead investor”

“best resources for founder coaching and strategic counsel for first-time startup CEOs”

Competitive Landscape

First Round Capital

27 mentions

Y Combinator

21 mentions

Andreessen Horowitz

15 mentions

AngelList

13 mentions

Initialized Capital

12 mentions

Carta

12 mentions

Crunchbase

11 mentions

Techstars

10 mentions

Sequoia Capital

10 mentions

Homebrew

9 mentions

Wellfound

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Excellent brand sentiment and direct recall across all major platforms when users specifically ask about Homebrew.

Strength

High-authority presence in Claude, securing a top-tier average position of 2.0 when mentioned.

Strength

Successful association with 'founder-friendly' positioning within AI Overviews.

Recommended Actions

Develop and syndicate tactical 'Founders Playbooks' centered on recruiting and GTM strategy.

The data shows a massive blind spot in operational support queries; creating content that directly answers these pain points will place Homebrew in the AI's consideration set.

Optimize web assets and partner profiles to emphasize 'hands-on coaching' in search-indexed formats.

Competitors are winning by occupying the space where founders research firm culture; Homebrew must explicitly link its name to these concepts to capture referral traffic.

Target the 'Experienced Repeat Founder' persona with specialized messaging that highlights long-term partnership success.

This persona is already showing the highest engagement rate, making them the most receptive audience for increasing market share.

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

Early Stage Venture Capital Fundraising(2 queries)

“how do i find seed investors who actually help with go-to-market strategy”

1/4 platforms mentioned

Core

ChatGPT

1.Wellfound

2.Crunchbase

3.Gust

4.YC

5.Techstars

10.Homebrew

+12 more

Claude

1.Y Combinator

2.Techstars

3.Costanoa Ventures

4.F2 Operator Platform

5.OpenVC

+2 more

Gemini

1.First Round Capital

2.Heavybit Industries

3.Point Nine Capital

4.Operator Collective

5.Signal by NFX

+1 more

AI Overviews

1.Charles River Ventures

2.First Round Capital

3.Sequoia Arc

4.Andreessen Horowitz

5.Speedinvest

+8 more

“what should i look for in a seed stage venture partner for a tech company”

0/4 platforms mentioned

Core

ChatGPT

1.Carta

2.DocSend

3.Crunchbase

4.AngelList

5.Triplebyte

+7 more

Claude

No brands listed

Gemini

1.First Round Capital

2.Seedcamp

3.Founders Fund

4.Initialized Capital

5.Slow Ventures

AI Overviews

1.Bonfire Ventures

2.Osage University Partners

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.

List of Funded Seed Stage Startups (2025-2026) - Fundraise Insider

fundraiseinsider.com

Homebrew

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Venture Capital

Start gettingrecommended by AI.

Frequently asked questions

Homebrew

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Venture Capital

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.