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

Passionfruit

Visibility0

Vibe70

Businesses/Digital Marketing & Advertising/Passionfruit

AI Visibility & Sentiment

Passionfruit

Passionfruit is an AI-native digital marketing agency that combines SEO, Generative Engine Optimization, and Reddit engagement strategies to drive growth for businesses. They specialize in helping companies gain visibility across traditional search engines and emerging AI-powered search platforms like ChatGPT, Perplexity, and Google AI Overviews.

Active Monitoring

getpassionfruit.com

Digital Marketing & Advertising Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

70/100

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 Passionfruit today.

Passionfruit is currently operating as a ghost brand across the AI landscape, failing to appear in a single recommendation across ChatGPT, Claude, and Gemini despite being an AI-focused agency. While the brand carries a clear identity in direct 'vibe checks,' it is being systematically bypassed in favor of legacy giants like HubSpot and G2 for high-intent B2B growth and agency selection queries.

Working in your favor

Brand recognition is stable in direct-intent searches, with all platforms successfully identifying Passionfruit's core mission during 'vibe check' queries.

Emerging visibility in Google AI Overviews for forward-looking strategic queries, specifically ranking #4 for 2026 marketing planning.

Early resonance with the Engineering-Focused SaaS Founder persona, outperforming other buyer segments in niche visibility.

Gaps to close

Zero percent mention rate across the three major LLMs (ChatGPT, Claude, Gemini) for all category-discovery queries.

Complete absence from 'trusted agency' and 'AI-native marketing' searches, where competitors like Perplexity and TechCrunch are currently setting the narrative.

Total failure to reach the VC-Backed Growth Lead and Marketing Director personas, leaving the most lucrative buyer segments to competitors.

Opportunities

Aggressive inclusion in third-party authority datasets like G2, Crunchbase, and TechCrunch which are clearly serving as the primary training data for current model recommendations.

Dominating the 'GEO and AI-native agency' niche while it remains underserved by traditional firms.

Developing technical B2B growth content specifically for Reddit and ad-spend optimization to capitalize on the Engineering-Focused founder segment.

Highest-Impact Actions

Execute a targeted PR campaign on high-authority business databases and tech journals.

Competitors like HubSpot and Crunchbase dominate AI mentions because the models treat them as 'ground truth' sources; Passionfruit must appear in these citations to be recommended.

Optimize service pages and case studies for Generative Engine Optimization (GEO) keywords.

The brand is currently invisible for 'AI-native digital marketing agency' queries, a category they should naturally lead.

Create a '2026 AI-First Marketing Roadmap' content hub.

Initial traction in AI Overviews for 2026 planning shows that models associate the brand with future-state marketing; doubling down here will solidify that authority.

Value Proposition

An AI-native, engineering-first digital marketing agency that delivers measurable growth through integrated SEO, generative engine optimization, and AI-powered campaign management—without traditional agency overhead.

Overview

Mission

Level Up with Passion - Create a product-led, data-backed, AI-ready growth engine.

Products & Services

Search Engine Optimization (SEO)Generative Engine Optimization (GEO)Auto-Optimized Ad CampaignsReal-Time Performance TrackingAI Search Visibility Services

Current State

Visibility Landscape

A high-level view of how Passionfruit 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	70	91
“What do you know about Passionfruit? What do they do and what's their reputation?”	#1	#1	Yes	#3
Core3q Product/service category queries	0	0	0	0
“what's working for B2B growth on Reddit right now without looking like a spammer, any agencies do this well?”	—	No	No	No
“who are the most trusted AI-native digital marketing agencies for B2B startups in 2026?”	No	No	No	No
“help me find a digital agency that specializes in GEO and AI search visibility”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	41
“how do I get my startup mentioned in ChatGPT and Perplexity answers, what's the best strategy?”	No	No	No	No
“how can I automate my B2B ad spend optimization to get better ROI without a huge team”	No	No	No	No
“update my marketing plan for 2026 to include AI overviews and generative engine optimization”	—	No	No	#4

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

Yes

“what's working for B2B growth on Reddit right now without looking like a spammer, any agencies do this well?”

—

“who are the most trusted AI-native digital marketing agencies for B2B startups in 2026?”

“help me find a digital agency that specializes in GEO and AI search visibility”

“how do I get my startup mentioned in ChatGPT and Perplexity answers, what's the best strategy?”

“how can I automate my B2B ad spend optimization to get better ROI without a huge team”

“update my marketing plan for 2026 to include AI overviews and generative engine optimization”

—

Competitive Landscape

HubSpot

9 mentions

Crunchbase

8 mentions

7 mentions

SEMrush

6 mentions

TechCrunch

6 mentions

Perplexity

6 mentions

Ahrefs

5 mentions

Salesforce

5 mentions

AngelList

4 mentions

Capterra

4 mentions

Passionfruit

1 mention

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand recognition is stable in direct-intent searches, with all platforms successfully identifying Passionfruit's core mission during 'vibe check' queries.

Strength

Emerging visibility in Google AI Overviews for forward-looking strategic queries, specifically ranking #4 for 2026 marketing planning.

Strength

Early resonance with the Engineering-Focused SaaS Founder persona, outperforming other buyer segments in niche visibility.

Recommended Actions

Execute a targeted PR campaign on high-authority business databases and tech journals.

Competitors like HubSpot and Crunchbase dominate AI mentions because the models treat them as 'ground truth' sources; Passionfruit must appear in these citations to be recommended.

Optimize service pages and case studies for Generative Engine Optimization (GEO) keywords.

The brand is currently invisible for 'AI-native digital marketing agency' queries, a category they should naturally lead.

Create a '2026 AI-First Marketing Roadmap' content hub.

Initial traction in AI Overviews for 2026 planning shows that models associate the brand with future-state marketing; doubling down here will solidify that authority.

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

Navigating AI Powered Search Visibility(3 queries)

“how do I get my startup mentioned in ChatGPT and Perplexity answers, what's the best strategy?”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Wikidata

2.Crunchbase

3.AngelList

4.Product Hunt

5.G2

+16 more

Claude

1.Perplexity

2.Dev.to

3.TechCrunch

4.Forbes

5.Product Hunt

+1 more

Gemini

No brands listed

AI Overviews

1.Averi AI

2.Crunchbase

3.G2

4.Capterra

5.Profound

+4 more

“help me find a digital agency that specializes in GEO and AI search visibility”

0/4 platforms mentioned

Core

The VC-Backed Growth Lead · Head of Growth

ChatGPT

1.Brainlabs

2.Directive

3.Rio SEO

4.Yext

5.SearchPilot

+13 more

Claude

1.Symanto

2.Contentsquare Labs

3.Positional

4.Reforge

5.Jasper

Gemini

1.SearchPilot

2.Scalenut

3.Surfer SEO

4.Brafton

5.Ignite Visibility

+1 more

AI Overviews

1.LSEO

2.iPullRank

3.Xponent21

4.AI SEO Content Accelerator

5.Go Fish Digital

+10 more

“update my marketing plan for 2026 to include AI overviews and generative engine optimization”

0/3 platforms mentioned

Adjacent

The VC-Backed Growth Lead · Head of Growth

Claude

1.Perplexity AI

2.Microsoft Copilot

3.Mixpanel

4.Segment

Gemini

1.Jasper

2.MarketMuse

3.Surfer SEO

4.Copy.ai

5.Clearscope

+13 more

AI Overviews

1.Directive

2.Forbes

3.TechCrunch

4.ROI Revolution

5.GPTBot

+2 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.

joinanvil.com

Passionfruit

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 Digital Marketing & Advertising

Start gettingrecommended by AI.

Frequently asked questions

Passionfruit

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 Digital Marketing & Advertising

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.