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.

Roadmap Pricing

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Amazon.com, Inc.

Visibility70

Vibe100

This is a preview of our capabilities. To see the full results across all LLMs, run a full scan.

Businesses/Technology and Retail/Amazon.com, Inc.

AI Visibility & Sentiment

Amazon.com, Inc.

Amazon is a global technology leader that operates a massive e-commerce marketplace and a sophisticated logistics network. Beyond retail, the company is a conglomerate that dominates cloud computing through AWS, digital streaming services, and the development of consumer electronics and artificial intelligence.

Active Monitoring

amazon.com

Technology and Retail

Partial scan

AI Visibility Score

70/100

Good

Sentiment Score

100/100

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 Amazon.com, Inc. today.

Amazon has established a dominant, top-tier presence in AI-driven search, securing a near-universal mention rate across both household consumer and B2B procurement personas. While the brand maintains a commanding position in core shopping and infrastructure segments, the data reveals a critical need to broaden its visibility into niche service categories where competitors are beginning to capture mindshare.

Working in your favor

Consistent 100% mention rate within AI Overviews for high-intent retail and cloud infrastructure queries.

Strong performance in both B2B Procurement and Busy Household Manager personas, signaling effective cross-channel brand relevance.

Maintained a strong average position of 2.0 in the competitive cloud hosting and retail membership ecosystem.

Gaps to close

Missed visibility in specialized niche categories such as handmade goods marketplace services and reliable smart home peripheral hardware.

Underperformance in visionary or high-level business architecture queries compared to the dominance seen in core shopping tasks.

Inconsistent presence in broader, long-tail 'top solutions' queries where competitors like Quill and Azure are capturing search intent.

Opportunities

Strengthen presence in 'best service for' queries related to Amazon Handmade and Third-Party Seller ecosystem offerings.

Develop AI-optimized content strategies for secure architecture and cloud storage solutions to close the gap against specialized infrastructure competitors.

Leverage the brand's established trust with the 'Busy Household Manager' persona to dominate the 'smart home ecosystem' narrative.

Highest-Impact Actions

Optimize content for 'best service for' intent in the handmade and niche-seller categories.

The data shows zero mentions for these high-value segments, allowing smaller competitors to dominate the narrative for creators and small businesses.

Develop and deploy AI-friendly technical documentation and guides focused on secure, scalable architecture.

Competitors like Azure are actively capturing intent in the cloud infrastructure space; authoritative, structured content will help reclaim top-of-mind status in AI summaries.

Implement a semantic SEO update to specifically target the 'reliable smart speaker' and 'smart home ecosystem' queries.

Despite the brand's clear product authority, current visibility in these specific long-tail consumer queries is absent, representing a missed opportunity to drive direct hardware sales.

Value Proposition

Built on the 'Amazon Flywheel' philosophy, Amazon provides unmatched product selection, competitive pricing, and extreme convenience through frictionless experiences like one-click ordering and rapid delivery.

Overview

Mission

To be Earth’s most customer-centric company, Earth’s best employer, and Earth’s safest place to work.

Products & Services

Amazon MarketplaceAmazon Web Services (AWS)Amazon PrimeAmazon DevicesAmazon Fulfillment (FBA)

Current State

Visibility Landscape

A high-level view of how Amazon.com, Inc. performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	—	—	—	—
“What do you know about Amazon.com, Inc.? What do they do and what's their reputation?”	—	—	—	—
Core4q Product/service category queries	—	—	—	70
“i need to order office supplies for a remote team, what are the best sites for bulk delivery?”	—	—	—	Yes
“i need to migrate my startup's backend, which cloud hosting platforms are the most reliable for scaling?”	—	—	—	Yes
“where can i buy a reliable smart speaker that works well with other home devices?”	—	—	—	—
“what are the top cloud storage solutions for a small business that needs robust security?”	—	—	—	—
Growth Areas4q Adjacent, aspirational & visionary	—	—	—	94
“what streaming services are actually worth the money right now if i want a mix of movies and music?”	—	—	—	#2
“what is the best service for selling my handmade goods online if i dont want to manage my own shipping?”	—	—	—	—
“how do i set up a secure architecture for my company's data, what tools should i look at?”	—	—	—	—
“i am looking for a new tablet for travel, what are the best options that arent just ipads?”	—	—	—	—

“What do you know about Amazon.com, Inc.? What do they do and what's their reputation?”

—

“i need to order office supplies for a remote team, what are the best sites for bulk delivery?”

—

Yes

“i need to migrate my startup's backend, which cloud hosting platforms are the most reliable for scaling?”

—

Yes

“where can i buy a reliable smart speaker that works well with other home devices?”

—

“what are the top cloud storage solutions for a small business that needs robust security?”

—

“what streaming services are actually worth the money right now if i want a mix of movies and music?”

—

“what is the best service for selling my handmade goods online if i dont want to manage my own shipping?”

—

“how do i set up a secure architecture for my company's data, what tools should i look at?”

—

“i am looking for a new tablet for travel, what are the best options that arent just ipads?”

—

Brand Ecosystem

Quill

2 mentions

W.B. Mason

wbmason.com

2 mentions

OnTimeSupplies.com

2 mentions

Microsoft Azure

2 mentions

DigitalOcean

digitalocean.com

2 mentions

Northflank

northflank.com

2 mentions

Render

2 mentions

Heroku

2 mentions

Apple One

2 mentions

YouTube Premium

2 mentions

Amazon.com, Inc.

1 mention

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Amazon.com, Inc.'s AI visibility.

Key Findings

Strength

Consistent 100% mention rate within AI Overviews for high-intent retail and cloud infrastructure queries.

Strength

Strong performance in both B2B Procurement and Busy Household Manager personas, signaling effective cross-channel brand relevance.

Strength

Maintained a strong average position of 2.0 in the competitive cloud hosting and retail membership ecosystem.

Recommended Actions

Optimize content for 'best service for' intent in the handmade and niche-seller categories.

The data shows zero mentions for these high-value segments, allowing smaller competitors to dominate the narrative for creators and small businesses.

Develop and deploy AI-friendly technical documentation and guides focused on secure, scalable architecture.

Competitors like Azure are actively capturing intent in the cloud infrastructure space; authoritative, structured content will help reclaim top-of-mind status in AI summaries.

Implement a semantic SEO update to specifically target the 'reliable smart speaker' and 'smart home ecosystem' queries.

Despite the brand's clear product authority, current visibility in these specific long-tail consumer queries is absent, representing a missed opportunity to drive direct hardware sales.

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

Seamless Consumer Shopping & Logistics(3 queries)

“i need to order office supplies for a remote team, what are the best sites for bulk delivery?”

1/1 platforms mentioned

Core

AI Overviews

1.Walmart Business

2.Quill

3.W.B. Mason

4.OnTimeSupplies.com

5.Staples (Staples Advantage)

+2 more

“where can i buy a reliable smart speaker that works well with other home devices?”

0/0 platforms mentioned

Core

The Busy Household Manager · Parent/Household Manager

“what is the best service for selling my handmade goods online if i dont want to manage my own shipping?”

0/0 platforms mentioned

Adjacent

The Busy Household Manager · Parent/Household Manager

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.

OnTimeSupplies.com

ontimesupplies.com

Amazon.com, Inc.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Amazon.com, Inc.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

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.