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

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Bonobos

Visibility35

Vibe98

Businesses/Fashion & Apparel/Bonobos

AI Visibility & Sentiment

Bonobos

Bonobos is a men's clothing brand founded in 2007, specializing in better-fitting pants, shirts, suits, and casual wear. Known for pioneering the direct-to-consumer model with their innovative Guideshop retail concept, they focus on delivering exceptional fit across multiple body types with premium fabrics and personalized service.

Active Monitoring

bonobos.com

Fashion & Apparel

AI Visibility Score

35/100

Low

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Bonobos today.

Bonobos maintains a strong presence within ChatGPT and Gemini, particularly dominating queries related to fit solutions and direct brand comparisons. However, a total absence on Claude and near-invisibility in Google AI Overviews significantly hampers its overall visibility score to a moderate level.

Working in your favor

Excellent mention rate (94%) and ranking (#1) on ChatGPT for brand vibe checks and price/quality comparisons against J.Crew and Banana Republic.

High performance with 'The Athletic Professional' persona, consistently ranking in top positions for athletic fit chinos and non-standard sizing queries.

Strong brand sentiment across LLMs, specifically for solving fit-related challenges like 'chinos for athletic thighs' and 'versatile blazers'.

Gaps to close

Zero visibility on Claude (0% mention rate), indicating a disconnect from the specific training data or citations Claude prioritizes.

Critical weakness in Google AI Overviews (6%), suggesting website structured data or SEO authority isn't translating into AI-generated search snapshots.

Poor alignment with 'The Sustainable Tech Lead' persona (17% mention rate) and specific category queries like hybrid swim trunks.

Opportunities

Capturing the 'Sustainable Tech Lead' market by emphasizing eco-friendly manufacturing and materials in public-facing PR and content.

Improving lifestyle and occasion-based rankings for golf and swim categories where the brand currently lags or is unmentioned.

Optimizing for Claude through increased presence in high-authority tech and lifestyle publications that serve as primary LLM reference points.

Highest-Impact Actions

Investigate and resolve the Claude visibility blackout by increasing brand mentions in long-form editorial content and third-party review sites.

Claude is a major platform where Bonobos is currently invisible, missing 100% of the potential audience using that model.

Optimize technical SEO and schema markup specifically for Google AI Overviews (SGE).

A 6% mention rate in AI Overviews is dangerously low for a digital-native brand and indicates a failure to be cited as a primary source by Google's generative engine.

Develop and distribute content focused on sustainable practices to win the 'Sustainable Tech Lead' persona.

Bonobos has a low 17% mention rate for this persona, despite this demographic often overlapping with their core 'Athletic Professional' customer.

Value Proposition

Superior fit across six pant fits and multiple shirt fits, combined with premium fabrics, innovative performance features, and personalized in-store styling experiences through their Guideshop concept.

Overview

Mission

To help every guy experience the confidence that comes from getting it right.

Products & Services

Chinos and casual pantsDress shirts and casual button-upsSuits and blazersGolf and performance apparelShorts and swim trunks

Current State

Visibility Landscape

A high-level view of how Bonobos 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	0	97	70
“What do you know about Bonobos? What do they do and what's their reputation?”	#1	No	#1	Yes
Core7q Product/service category queries	84	0	70	0
“where can i find chinos that actually fit athletic thighs without being baggy at the waist”	#1	No	#3	No
“is bonobos worth the price compared to j.crew or banana republic”	#1	No	#1	No
“i need a few versatile blazers and dress shirts that don't need constant ironing”	#4	No	No	No
“what are some good alternatives to jeans for a smart casual dress code”	#1	No	#3	No
“best clothing brands for guys who are between standard sizes”	#1	No	#3	No
“i have a hard time finding button-up shirts that fit my neck and arms right, any recommendations”	#4	No	#7	No
“recommend some swim trunks that look like regular shorts so i can wear them to lunch”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	81	0	90	0
“help me build a business casual wardrobe that works for the office and going out for drinks after”	#2	No	#2	No
“what should i wear for a golf trip that looks professional but is comfortable in the heat”	#11	No	#5	No

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

Yes

“where can i find chinos that actually fit athletic thighs without being baggy at the waist”

“is bonobos worth the price compared to j.crew or banana republic”

“i need a few versatile blazers and dress shirts that don't need constant ironing”

“what are some good alternatives to jeans for a smart casual dress code”

“best clothing brands for guys who are between standard sizes”

“i have a hard time finding button-up shirts that fit my neck and arms right, any recommendations”

“recommend some swim trunks that look like regular shorts so i can wear them to lunch”

“help me build a business casual wardrobe that works for the office and going out for drinks after”

“what should i wear for a golf trip that looks professional but is comfortable in the heat”

#11

Competitive Landscape

Lululemon

26 mentions

Bonobos

24 mentions

Mizzen+Main

19 mentions

J.Crew

18 mentions

Indochino

17 mentions

Proper Cloth

17 mentions

Ministry of Supply

16 mentions

Banana Republic

13 mentions

Uniqlo

12 mentions

Outlier

11 mentions

Rhone

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Excellent mention rate (94%) and ranking (#1) on ChatGPT for brand vibe checks and price/quality comparisons against J.Crew and Banana Republic.

Strength

High performance with 'The Athletic Professional' persona, consistently ranking in top positions for athletic fit chinos and non-standard sizing queries.

Strength

Strong brand sentiment across LLMs, specifically for solving fit-related challenges like 'chinos for athletic thighs' and 'versatile blazers'.

Recommended Actions

Investigate and resolve the Claude visibility blackout by increasing brand mentions in long-form editorial content and third-party review sites.

Claude is a major platform where Bonobos is currently invisible, missing 100% of the potential audience using that model.

Optimize technical SEO and schema markup specifically for Google AI Overviews (SGE).

A 6% mention rate in AI Overviews is dangerously low for a digital-native brand and indicates a failure to be cited as a primary source by Google's generative engine.

Develop and distribute content focused on sustainable practices to win the 'Sustainable Tech Lead' persona.

Bonobos has a low 17% mention rate for this persona, despite this demographic often overlapping with their core 'Athletic Professional' customer.

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

Professional Wardrobe Modernization(3 queries)

“help me build a business casual wardrobe that works for the office and going out for drinks after”

2/4 platforms mentioned

Adjacent

The Athletic Professional · Senior Sales Representative

ChatGPT

1.Lululemon Commission Pant

2.Bonobos Stretch Washed Chino

3.Reserve

4.Ministry of Supply

5.Kinetic

+18 more

Claude

No brands listed

Gemini

1.Rhone Commuter

2.Bonobos

3.Lululemon

4.ABC Trouser

5.Warpstreme

+18 more

AI Overviews

1.The Register

2.Instagram

3.Lemon8

4.southerndiva-kp.com

5.Numi

“i need a few versatile blazers and dress shirts that don't need constant ironing”

1/4 platforms mentioned

Core

The Wedding Party Coordinator · Groom / Lead Coordinator

ChatGPT

1.Indochino

2.Black Lapel

3.Knot Standard

4.Bonobos

5.Brooks Brothers

+51 more

Claude

No brands listed

Gemini

1.Mizzen+Main

2.Leeward

3.Helmsley

4.Baron Series

5.State and Liberty

+6 more

AI Overviews

1.Traveler Collection

2.Spier

3.UNTUCKit

“what are some good alternatives to jeans for a smart casual dress code”

2/4 platforms mentioned

Core

The Athletic Professional · Senior Sales Representative

ChatGPT

1.Bonobos Stretch Washed Chino

2.Lululemon ABC Pants

3.Commission

4.Bluffworks Ascender/Traveler Chino

5.Ministry of Supply

+30 more

Claude

No brands listed

Gemini

1.Rhone Commuter

2.Lululemon ABC Pant

3.Bonobos

4.Warpstreme

5.Rhone

+8 more

AI Overviews

1.Levi's

2.Primark

3.Indeed

4.Savile Row Company

5.Makeyourownjeans.com

+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.

Bonobo Conservation Initiative

bonobo.org

Bonobos

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 Fashion & Apparel

Start gettingrecommended by AI.

Frequently asked questions

Bonobos

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 Fashion & Apparel

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.