What AI Thinks About Bonobos | Pendium.ai
Bonobos
23Low

Visibility

98Excellent

Sentiment

Bonobos

Bonobos is a men's clothing brand founded in 2007, specializing in better-fitting pants, shirts, suits, and casual wear

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.

AI Perception Summary

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.

Platform Breakdown

Visibility scores across major AI platforms

ChatGPTChatGPT
85/100

94% mention rate

ClaudeClaude
0/100

0% mention rate

GeminiGemini
66/100

69% mention rate

AI OverviewsAI Overviews
4/100

6% mention rate

Loading explorer...

Brand Voice & Style

How AI perceives Bonobos's communication style and personality

Bonobos communicates with confident, approachable wit that makes menswear feel accessible rather than intimidating. Their voice is clever without being pretentious, using playful wordplay and conversational language while maintaining expertise on fit and style. They speak directly to men's common frustrations with ill-fitting clothes, positioning themselves as the solution with a friendly, knowledgeable tone that feels like advice from a stylish friend rather than a pushy salesperson.

Core Tone Traits

Witty & Playful

Uses clever wordplay and humor like 'Cappu Chino Coffee Break' and 'Still the Best Seat in Town'

Confident & Expert

Speaks with authority on fit and style while remaining approachable

Conversational & Direct

Addresses customers personally with straightforward, jargon-free language

Aspirational yet Relatable

Elevates everyday style without being elitist or exclusionary

Key Insights

What AI visibility analysis reveals about this brand

StrengthExcellent mention rate (94%) and ranking (#1) on ChatGPT for brand vibe checks and price/quality comparisons against J.Crew and Banana Republic.
StrengthHigh performance with 'The Athletic Professional' persona, consistently ranking in top positions for athletic fit chinos and non-standard sizing queries.
StrengthStrong brand sentiment across LLMs, specifically for solving fit-related challenges like 'chinos for athletic thighs' and 'versatile blazers'.
GapZero visibility on Claude (0% mention rate), indicating a disconnect from the specific training data or citations Claude prioritizes.
GapCritical weakness in Google AI Overviews (6%), suggesting website structured data or SEO authority isn't translating into AI-generated search snapshots.
GapPoor alignment with 'The Sustainable Tech Lead' persona (17% mention rate) and specific category queries like hybrid swim trunks.
OpportunityCapturing the 'Sustainable Tech Lead' market by emphasizing eco-friendly manufacturing and materials in public-facing PR and content.
OpportunityImproving lifestyle and occasion-based rankings for golf and swim categories where the brand currently lags or is unmentioned.
OpportunityOptimizing for Claude through increased presence in high-authority tech and lifestyle publications that serve as primary LLM reference points.

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Bonobos

1Bonobos95 mentions
2Lululemon26 mentions
3Mizzen+Main19 mentions
4J.Crew18 mentions
5Indochino17 mentions
6Proper Cloth17 mentions
7Ministry of Supply16 mentions
8Banana Republic13 mentions
9Uniqlo12 mentions
10Outlier11 mentions
11Rhone10 mentions

Persona Analysis

How and when AI agents present this business to different types of people

The Athletic Professional
The Athletic ProfessionalSenior Sales Representative
57
Goals

Find work pants that don't look like gym clothes; Build a wardrobe that accommodates a muscular lower body

Pain Points

Standard slim fits are too tight on thighs; Straight fits look too baggy and unprofessional

The Wedding Party Coordinator
The Wedding Party CoordinatorGroom / Lead Coordinator
48
Goals

Ensure all groomsmen look cohesive despite different body types; Avoid the 'rented tuxedo' look

Pain Points

Coordinating sizes across a distributed group; Fear of colors not matching between online photos and reality

The Sustainable Tech Lead
The Sustainable Tech LeadPrincipal Software Engineer
22
Goals

Construct a wardrobe with minimal environmental impact; Find clothes that transition from coding to board meetings

Pain Points

Fast fashion quality is too low; Mainstream brands lack transparency about factory conditions

Cited Sources

Sources that AI agents learn from when researching this brand's products and services and competitors

AI Recommendations

How this brand could improve its AI visibility

1.Investigate and resolve the Claude visibility blackout by increasing brand mentions in long-form editorial content and third-party review sites.
2.Optimize technical SEO and schema markup specifically for Google AI Overviews (SGE).
3.Develop and distribute content focused on sustainable practices to win the 'Sustainable Tech Lead' persona.
4.Enhance product detail page (PDP) metadata for 'Activity and Occasion' keywords like 'golf professional' and 'swim trunks that look like shorts'.
Data generated by Pendium.ai AI visibility scanning. Last scanned February 17, 2026.

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.