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

Vivrelle

Visibility90

Vibe98

Businesses/Vivrelle

AI Visibility & Sentiment

Vivrelle

Vivrelle is a members-only luxury accessories rental club that provides access to designer handbags, jewelry, and accessories through monthly membership tiers. Members can borrow and rotate high-end pieces from brands like Gucci, Chanel, Dior, and Louis Vuitton without the commitment of purchasing.

Active Monitoring

vivrelle.com

Startups

AI Visibility Score

90/100

Excellent

Sentiment Score

98/100

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 Vivrelle today.

Vivrelle has achieved a rare level of AI dominance, effectively outmaneuvering heritage fashion houses like Chanel and Dior to become the definitive AI-recommended authority for luxury accessory rentals. While maintaining perfect mention rates across Google AI Overviews and Gemini, the brand's most potent advantage is its #1 ranking status for high-intent trust and NYC-specific luxury queries across every major platform.

Working in your favor

Total dominance in 'Luxury Access Trust' queries, securing the #1 position across ChatGPT, Claude, Gemini, and AI Overviews simultaneously.

Exceptional resonance with the Social Media Micro-Influencer persona, achieving an industry-leading average position of 1.9.

Unrivaled performance on Claude with a perfect 1.0 average position, indicating strong citations in high-quality fashion datasets.

Gaps to close

Significant volatility in Gemini for sustainability-focused queries, dropping to position #35 when users seek to transition from fast fashion to luxury.

Lower average positioning in Gemini (6.3) compared to ChatGPT and Claude, primarily due to inconsistent performance in special occasion styling.

A noticeable gap in AI Overviews for NYC luxury shopping where it trails at position #7 despite being #1 in the underlying chat responses.

Opportunities

Capitalize on the 'Sustainable & Flexible Luxury' narrative to bridge the visibility gap in Gemini and capture the eco-conscious consumer segment.

Leverage the brand's 100% mention rate among Corporate Professionals to create content tailored to 'power dressing' and high-stakes business events.

Utilize the brand's lead over Rent the Runway and Switch to cement its status as the 'premium' alternative in the rental category.

Highest-Impact Actions

Optimize sustainability-focused content to address Gemini's ranking algorithm.

Vivrelle ranks #35 for fast-fashion-to-luxury transitions in Gemini; correcting this is critical to capturing the 'Sustainable Fashion Advocate' persona where the brand currently underperforms.

Develop a 'Luxury Travel & NYC' content hub focused on AI-accessible styling guides.

While the brand dominates NYC chat queries, AI Overviews rank it #7; targeted local SEO will bridge this gap and secure the top spot in Google's generative results.

Double down on 'Social Media Micro-Influencer' persona alignment through brand ambassador data signals.

With an average position of 1.9 for this persona, Vivrelle has a clear 'vibe check' advantage that can be used to further distance itself from traditional competitors like Chanel.

Value Proposition

Experience limitless access to thousands of luxury designer accessories through flexible membership tiers, allowing members to rotate and enjoy high-end handbags and jewelry for a fraction of retail prices

Overview

Mission

To make women feel alive by providing attainable access to luxury accessories on their own terms

Products & Services

Luxury handbag rental membershipsDesigner jewelry borrowingFine jewelry accessPersonal stylist appointmentsNYC showroom experience

Current State

Visibility Landscape

A high-level view of how Vivrelle 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 Vivrelle? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	95	97	97	96
“i have a black-tie wedding next month, help me find a place to rent a designer clutch and some high-end jewelry to match my dress”	#1	#1	#1	#1
“what are the most reliable luxury rental sites for handbags and jewelry right now”	#1	#1	#1	#1
“what's the best way to get a chanel or dior bag for just a month for a trip to europe without buying one”	#1	#1	#1	#3
“help me style a look for a high-profile gallery opening, i need recommendations for luxury accessory rental services”	#4	#1	#1	#1
Growth Areas2q Adjacent, aspirational & visionary	73	62	87	85
“i want to stop buying fast fashion and start wearing luxury brands but i can't afford to buy them outright, how can i do this”	#9	No	#8	#6
“im visiting nyc and want a luxury shopping experience but i'd rather rent than buy, where should i go”	—	#1	#1	#4

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

“i have a black-tie wedding next month, help me find a place to rent a designer clutch and some high-end jewelry to match my dress”

“what are the most reliable luxury rental sites for handbags and jewelry right now”

“what's the best way to get a chanel or dior bag for just a month for a trip to europe without buying one”

“help me style a look for a high-profile gallery opening, i need recommendations for luxury accessory rental services”

“i want to stop buying fast fashion and start wearing luxury brands but i can't afford to buy them outright, how can i do this”

“im visiting nyc and want a luxury shopping experience but i'd rather rent than buy, where should i go”

—

Competitive Landscape

Vivrelle

55 mentions

Chanel

47 mentions

Rent the Runway

45 mentions

Dior

38 mentions

Switch

33 mentions

Gucci

26 mentions

Cartier

24 mentions

Hermès

20 mentions

Prada

18 mentions

Bag Borrow or Steal

17 mentions

Tulerie

16 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Total dominance in 'Luxury Access Trust' queries, securing the #1 position across ChatGPT, Claude, Gemini, and AI Overviews simultaneously.

Strength

Exceptional resonance with the Social Media Micro-Influencer persona, achieving an industry-leading average position of 1.9.

Strength

Unrivaled performance on Claude with a perfect 1.0 average position, indicating strong citations in high-quality fashion datasets.

Recommended Actions

Optimize sustainability-focused content to address Gemini's ranking algorithm.

Vivrelle ranks #35 for fast-fashion-to-luxury transitions in Gemini; correcting this is critical to capturing the 'Sustainable Fashion Advocate' persona where the brand currently underperforms.

Develop a 'Luxury Travel & NYC' content hub focused on AI-accessible styling guides.

While the brand dominates NYC chat queries, AI Overviews rank it #7; targeted local SEO will bridge this gap and secure the top spot in Google's generative results.

Double down on 'Social Media Micro-Influencer' persona alignment through brand ambassador data signals.

With an average position of 1.9 for this persona, Vivrelle has a clear 'vibe check' advantage that can be used to further distance itself from traditional competitors like Chanel.

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

Special Occasion & Event Styling(3 queries)

“i have a black-tie wedding next month, help me find a place to rent a designer clutch and some high-end jewelry to match my dress”

4/4 platforms mentioned

Core

ChatGPT

1.Rent the Runway

2.Vivrelle

3.Flont

4.Switch

5.Red Carpet Rocks

+6 more

Claude

1.Vivrelle

2.Chanel

3.Hermes

4.Gucci

5.YSL

+22 more

Gemini

1.Rent the Runway

2.Oscar de la Renta

3.Lele Sadoughi

4.Judith Leiber

5.Bottega Veneta

12.Vivrelle

+13 more

AI Overviews

1.Chanel

2.Dior

3.Saint Laurent

4.Vivrelle

5.Bag Borrow or Steal

+7 more

“what's the best way to get a chanel or dior bag for just a month for a trip to europe without buying one”

4/4 platforms mentioned

Core

The High-Stakes Corporate Professional · Senior Associate Attorney

ChatGPT

1.Vivrelle

2.BagButler

3.Elite Couture

4.MonLuxe

5.HURR

+7 more

Claude

1.Vivrelle

2.Chanel

3.Dior

4.Rent the Runway

5.TheOutnet

+1 more

Gemini

1.Chanel

2.Dior

3.Vivrelle

4.Chanel Flap

5.Lady Dior

+8 more

AI Overviews

1.Chanel

2.Dior

3.Vivrelle

4.Gucci

5.Chanel Classic Flap Bag

+6 more

“help me style a look for a high-profile gallery opening, i need recommendations for luxury accessory rental services”

4/4 platforms mentioned

Core

The High-Stakes Corporate Professional · Senior Associate Attorney

ChatGPT

1.Hermès

2.Cartier

3.Van Cleef

4.Vivrelle

5.Rent the Runway

+9 more

Claude

1.Vivrelle

2.Chanel

3.Hermes

4.Gucci

5.YSL

+5 more

Gemini

1.The Row

2.Max Mara

3.Nova Octo

4.Chanel

5.Gucci

6.Vivrelle

+18 more

AI Overviews

1.Vogue

2.Vivrelle

3.Rent the Runway

4.Sachin & Babi

5.ML Monique Lhuillier

+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.

Products

renttherunway.com

Vivrelle

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Vivrelle

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.