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

Seedboost

Visibility0

Vibe50

Businesses/Professional Services/Seedboost

AI Visibility & Sentiment

Seedboost

Seedboost is a software design consultancy that specializes in helping SaaS founders and product teams design, prototype, and optimize digital products. The agency focuses on driving business growth by improving user interfaces, user experience (UX), and conversion rates for software companies.

Active Monitoring

seedboost.com

Professional Services

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Seedboost today.

While AI models accurately identify Seedboost as a specialized UX and product design consultancy, they are not yet citing the firm as a recommended partner for critical B2B software inquiries. This disconnect between brand recognition and transactional visibility reveals a significant untapped opportunity to transition Seedboost from a known entity to an authoritative, AI-suggested industry leader.

Working in your favor

Strong direct brand recognition across all major AI models, including ChatGPT, Claude, and Gemini

Consistently accurate AI classification of the brand as a specialist in UX/UI and SaaS product design

Established reputation as a reliable design collective among industry-aware AI models

Gaps to close

Total absence in 'core' discovery queries related to SaaS design agency selection

Lack of presence in strategic product optimization and churn-reduction discussions

Missed alignment with high-intent personas like Fintech Founders and NYC-based Heads of Product

Opportunities

Bridge the gap between service definition and active solution-seeking by creating content that answers 'who to hire' for specific design challenges

Leverage the brand's established UX audit expertise to capture traffic from companies looking for product modernization strategies

Position Seedboost as the boutique alternative to larger digital agencies by addressing the specific needs of SaaS startups and scaleups

Highest-Impact Actions

Publish an authoritative 'SaaS UX Audit & Modernization Playbook' for legacy software

Directly addresses the lack of visibility in high-intent queries regarding product modernization and legacy enterprise software, which AI models are currently failing to map to Seedboost.

Develop a comparison series: 'Boutique SaaS Design vs. Large Digital Agencies'

AI agents are currently favoring larger competitors; this content will provide the necessary evidence for AI models to differentiate Seedboost as a high-specialization choice for founders.

Create a 'Founder’s Guide to SaaS Onboarding Flows that Drive Retention'

Positions the brand as a strategic partner for churn reduction, directly targeting the specific product optimization queries where the brand is currently invisible.

Value Proposition

A specialized focus on the SaaS lifecycle that combines rapid prototyping with data-driven UX audits to turn early-stage ideas into scalable, high-retention software products.

Overview

Mission

To supercharge startups, scaleups, and companies with customer research, strategies, and product designs that deliver measurable results.

Products & Services

SaaS UI/UX DesignRapid Software PrototypingUX & Product AuditsSoftware Product RedesignOnboarding and Conversion Optimization

Current State

Visibility Landscape

A high-level view of how Seedboost 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
Core4q Product/service category queries	0	0	0	0
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0

Competitive Landscape

Eleken24 mentions

Mixpanel17 mentions

Clay13 mentions

Neuron13 mentions

Amplitude12 mentions

MetaLab11 mentions

IDEO11 mentions

Slack10 mentions

StanVision10 mentions

Hotjar9 mentions

Seedboost0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Strong direct brand recognition across all major AI models, including ChatGPT, Claude, and Gemini

Strength

Consistently accurate AI classification of the brand as a specialist in UX/UI and SaaS product design

Strength

Established reputation as a reliable design collective among industry-aware AI models

Recommended Actions

Publish an authoritative 'SaaS UX Audit & Modernization Playbook' for legacy software

Directly addresses the lack of visibility in high-intent queries regarding product modernization and legacy enterprise software, which AI models are currently failing to map to Seedboost.

Develop a comparison series: 'Boutique SaaS Design vs. Large Digital Agencies'

AI agents are currently favoring larger competitors; this content will provide the necessary evidence for AI models to differentiate Seedboost as a high-specialization choice for founders.

Create a 'Founder’s Guide to SaaS Onboarding Flows that Drive Retention'

Positions the brand as a strategic partner for churn reduction, directly targeting the specific product optimization queries where the brand is currently invisible.

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

SaaS Design Partner Discovery(3 queries)

“what are the top saas design agencies that specialize in rapid prototyping for startups in 2026”

0/4 platforms mentioned

Core

ChatGPT

1.ReadySet Design

2.Ramotion

3.Goji Labs

4.VERYUX

5.Eleken

+6 more

Claude

1.MetaLab

2.Slack

3.Lollypop

4.Eleken

5.Jira

+4 more

Gemini

1.StanVision

2.Halo Lab

3.Eleken

4.Cieden

5.CodeTheorem

+2 more

AI Overviews

1.Orbix Studio

2.StanVision

3.Eleken

4.Inoxoft

5.Wavespace

+1 more

“best ux design firms for complex b2b software products”

0/4 platforms mentioned

Core

Fintech Founder in London · CEO & Founder

ChatGPT

1.IDEO

2.Designit

3.Neuron

4.Clay

5.Lazarev

+8 more

Claude

1.Momentum Design Lab

2.Neuron

3.Hootsuite

4.Palo Alto Networks

5.Glow

+10 more

Gemini

1.Neuron

2.Clay

3.Momentum Design Lab

4.Eleken

5.MetaLab

+6 more

AI Overviews

1.Neuron

2.Momentum Design Lab

3.Clay

4.Blink UX

5.Eleken

“who should i hire to redesign my software platform to improve user retention”

0/4 platforms mentioned

Core

Fintech Founder in London · CEO & Founder

ChatGPT

1.Segment

2.Amplitude

3.Mixpanel

4.Firebase

5.GA4

+7 more

Claude

1.UXDA

2.Adam Fard

3.Eleken

Gemini

1.Fjord

2.Accenture Interactive

3.IDEO

4.UserTesting.com

5.Smaply

+4 more

AI Overviews

1.Toptal

2.Arc

3.Upwork

4.Fiverr

5.Dribbble

+3 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.

ReadySet Design

readysetdesign.io

Seedboost

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Professional Services

Start gettingrecommended by AI.

Frequently asked questions

Seedboost

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Professional Services

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.