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

Primary

Visibility77

Vibe97

Businesses/Retail & E-commerce/Primary

AI Visibility & Sentiment

Primary

Primary is a children's clothing brand offering colorful, slogan-free basics for babies, kids, and adults. Founded on principles of simplicity, quality, and inclusivity, they create gender-neutral clothing in a full rainbow of colors using sustainable, super-soft fabrics.

Active Monitoring

primary.com

Retail & E-commerce Startups

AI Visibility Score

77/100

Good

Sentiment Score

97/100

AI Perception

Summary

Primary has achieved a dominant presence in the AI-driven retail landscape by owning the 'Minimalist Capsule Curator' and 'Gender-Neutral' categories, frequently securing the #1 position across all tested platforms. While the brand is a top-of-mind recommendation for budget-conscious multi-child families, a significant visibility gap exists in organic sleepwear queries where the brand is surprisingly absent or underperforming.

Value Proposition

Every color for every kid with no labels and no slogans—super soft, sustainable fabrics in gender-neutral designs that mix and match, backed by exceptional customer service.

Overview

Mission

At Primary, we make all clothes, in all colors, for all kids.

Products & Services

Kids clothing (tees, shorts, pajamas, dresses, activewear)Baby clothing (bodysuits, rompers, sleepwear)Adult basics (tees, sweatshirts, pajamas)UPF 50+ sustainable swimwearSeasonal and holiday-themed collections

Agent Breakdown

AI Platforms

How often do different AI platforms reference Primary?

Loading explorer...

Conversation Analysis

Topics

What conversations is Primary included in — or excluded from?

Loading explorer...

Buyer Personas

Personas

Who does each AI platform recommend Primary to, and when?

Loading explorer...

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

Minimalist Capsule Wardrobe Planning(3 queries)

“help me build a mix and match capsule wardrobe for a toddler, what brands are best for colorful basics”

4/4 platforms mentioned

ChatGPT

1.Mabel’s Labels

2.Primary

3.Hanna Andersson

4.Mini Boden

5.Tea Collection

+12 more

Claude

1.Cat & Jack

2.Old Navy

3.H&M

4.Uniqlo Kids

5.Primary.com

+4 more

Gemini

1.Primary

2.Hanna Andersson

3.Mini Boden

4.Cat & Jack

5.Colored Organics

+2 more

AI Overviews

1.Primary

2.Hanna Andersson

3.Mini Boden

4.Mini Boden Kids' Traffic Print Cotton Sweatshirt

5.Gap

+6 more

“I need high quality kids clothes that don't have annoying slogans or cartoons on them, where should I shop”

3/4 platforms mentioned

ChatGPT

1.Burt’s Bees Baby

2.Under the Nile

3.Pact

4.Finn + Emma

5.Primary

+8 more

Claude

1.Reiss Kids

2.Petit Bateau

3.Boden Kids

4.Organic Basics

5.Kite Organic

+2 more

Gemini

1.L’ovedbaby

2.Hanna Andersson

3.Colored Organics

4.Gray Label

5.Pact

+2 more

AI Overviews

1.Primary

2.Quince

3.Hanna Andersson

4.Honeypiekids

5.Quince Kids

+12 more

“what are the best brands for soft organic cotton pajamas for kids that actually last through many washes”

0/3 platforms mentioned

Claude

1.Frugi

2.Patagonia Kids

3.Pact

4.Monica + Andy

Gemini

1.CastleWare Baby

2.Under the Nile

3.L’ovedbaby

4.Kyte

5.Posh Peanut

+2 more

AI Overviews

1.Hanna Andersson

2.Burt’s Bees Baby

3.The Good Trade

4.Hanna Andersson Long John Pajamas

5.Forbes Vetted

+3 more

Gender Neutral And Inclusive Shopping(1 query)

“best places to find gender neutral clothes for babies and kids that aren't just beige and gray”

4/4 platforms mentioned

ChatGPT

1.Primary

2.Cat & Jack

3.Old Navy

4.Gap Kids

5.Zara Kids

+20 more

Claude

1.Pact Organic

2.Primary

3.Land's End

4.H&M

5.Uniqlo

+9 more

Gemini

1.Primary

2.Hanna Andersson

3.HannaSoft

4.Moon and Back

5.Winter Water Factory

+10 more

AI Overviews

1.Primary

2.Lilla Barn Clothing

3.Hanna Andersson

4.Hannajams

5.Monica + Andy

+2 more

Sustainable Seasonal & Sun Protection Needs(1 query)

“what are the best brands for kids swimwear with UPF 50 protection that are actually sustainable”

2/4 platforms mentioned

ChatGPT

1.Patagonia

2.Worn Wear

3.Mini Rodini

4.ECONYL

5.Reima

+10 more

Claude

1.Patagonia

2.Outdoor Voices

3.Pact

4.Boden

5.REI Co-op Brand

Gemini

1.Econyl

2.Repreve

3.Patagonia

4.Baggies

5.Mini Rodini

9.Primary

+5 more

AI Overviews

1.Flap Happy

2.Reima

3.Primary

4.Muddy Puddles

5.REPREVE

+7 more

Evaluating Quality & Value In Kids Apparel(1 query)

“best reviewed kids clothing brands for quality and durability in 2026”

4/4 platforms mentioned

ChatGPT

1.Hanna Andersson

2.Nordstrom

3.Primary

4.Gap Kids

5.Gap

+26 more

Claude

1.Patagonia Kids

2.Hanna Andersson

3.Boden

4.Gap Kids

5.Old Navy Kids

9.Primary

+3 more

Gemini

1.Hanna Andersson

2.Hanna-Me-Downs

3.Patagonia

4.H2No

5.Worn Wear

6.Primary

+8 more

AI Overviews

1.Hanna Andersson

2.Patagonia

3.Carter's

4.Old Navy

5.Mini Boden

10.Primary

+6 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Near-perfect visibility (94% mention rate) for minimalism-focused personas, consistently outperforming competitors in building toddler capsule wardrobes.

Strength

Market leadership in gender-neutral and inclusive shopping queries, holding the #1 rank across ChatGPT, Claude, Gemini, and AI Overviews simultaneously.

Strength

Exceptional performance on Gemini with a 93% mention rate and AI Overviews with a 2.2 average position, indicating high authority in Google-integrated AI environments.

Gap

Complete absence or poor ranking for 'soft organic cotton pajamas' queries, a critical category where niche competitors like Colored Organics are gaining ground.

Gap

Underperformance in 'quality and durability' rankings, with Claude and Gemini placing the brand as low as #6 or #9 compared to Hanna Andersson.

Gap

Mixed sentiment on Gemini despite high visibility, suggesting that the platform is pulling inconsistent or less favorable data regarding Primary's eco-conscious credentials.

Opportunity

Bridge the 'Eco-Conscious Fabric Specialist' gap by emphasizing organic certifications to improve the currently mixed sentiment and 62% mention rate.

Opportunity

Displace Hanna Andersson in 'quality and durability' conversations by targeting the specific data sources Claude and Gemini use for brand comparisons.

Opportunity

Capitalize on the #1 position in AI Overviews to drive high-intent traffic for seasonal sun protection needs, where competitors are currently fragmented.

Technical Health

Site Health for AI Visibility

How well Primary's website is optimized for AI agent discovery and comprehension.

89/100

19 passed 2 warnings 2 issues

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical100

SSL, mobile, doctype basics

On-Page SEO80

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

Title is too short (19 characters)

Expand the title to 50-60 characters with descriptive keywords.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Primary's communication style and personality

Primary communicates with a warm, playful, and inclusive tone that speaks directly to modern parents. The brand voice is cheerful and optimistic, celebrating childhood in all its colorful glory while maintaining a down-to-earth, relatable quality. They avoid preachy messaging, instead letting their values of simplicity, quality, and inclusivity shine through naturally. The language is conversational and accessible, often using bright, color-focused imagery and celebrating the joy of dressing kids in clothes that let them be themselves.

Core Tone Traits

Playful & Joyful

Uses bright, cheerful language that celebrates color and childhood fun

Inclusive & Welcoming

Speaks to all families without gender stereotypes or exclusionary language

Warm & Relatable

Connects with parents as peers who understand the realities of raising kids

Simple & Direct

Communicates clearly without unnecessary complexity, reflecting their slogan-free philosophy

Competitive Landscape

Related Ecosystem

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

Primary44 mentions

Hanna Andersson41 mentions

Mini Boden18 mentions

Cat & Jack16 mentions

Pact14 mentions

Colored Organics13 mentions

Patagonia13 mentions

Boden12 mentions

Old Navy11 mentions

Mini Rodini11 mentions

Poshmark11 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

primary.com

http://primary.com/

Referenced in 3 queries

Review

hannaandersson.com

http://hannaandersson.com/

Referenced in 2 queries

Review

boden.com

http://boden.com/

Referenced in 1 query

Review

teacollection.com

http://teacollection.com/

Referenced in 2 queries

Review

burtsbeesbaby.com

http://burtsbeesbaby.com/

Referenced in 2 queries

Review

target.com

http://target.com/

Referenced in 1 query

Partner

gap.com

http://gap.com/

Referenced in 1 query

Review

oldnavy.com

http://oldnavy.com/

Referenced in 1 query

Review

carters.com

http://carters.com/

Referenced in 1 query

Review

minirodini.com

http://minirodini.com/

Referenced in 2 queries

Review

polarnopyret.us

http://polarnopyret.us/

Referenced in 1 query

Review

frugi.com

http://frugi.com/

Referenced in 2 queries

Review

Content Engineering

Recommended Actions

Optimize digital footprint for 'Organic Cotton Pajamas' and sleepwear keywords.

Primary is currently losing 100% of mentions in this high-intent category to competitors despite it being a core product offering.

Impact: High

Strengthen 'Quality and Durability' narratives through third-party review aggregation and authoritative gift guides.

Competitors like Hanna Andersson are outranking Primary on Claude and Gemini for 'best-reviewed' and 'quality' queries, which are key drivers for long-term customer value.

Impact: High

Audit and refine brand messaging related to sustainability and eco-conscious fabrics.

Mixed sentiment on Gemini and a lower mention rate for the Eco-Conscious persona indicate that AI models are not fully convinced of Primary's green credentials compared to competitors like Pact.

Impact: Medium

Target the 'UPF 50 swimwear' query gap on Gemini.

Primary ranks #9 on Gemini for sun protection while ranking #3 on AI Overviews; aligning these rankings will ensure seasonal dominance across the Google AI ecosystem.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session

Backing

Investors

Homebrew

Data generated by Pendium.ai AI visibility scanning. Last scanned March 2, 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.