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.

Businesses/Retail/Walmart Inc.

AI Visibility & Sentiment

Walmart Inc.

Walmart is a multinational retail corporation operating a massive chain of hypermarkets, discount department stores, and grocery stores. The company leverages a sophisticated global supply chain to provide a one-stop shop experience, offering a vast assortment of goods at the lowest possible prices.

Active Monitoring

walmart.com

Retail

Partial scan

AI Visibility Score

67/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Walmart Inc. today.

Walmart dominates the high-intent 'one-stop shop' category within AI Overviews, yet faces a significant paradox where its core value proposition is frequently overlooked in routine grocery and pharmacy search queries. While the brand is the top-of-mind solution for comprehensive retail shoppers, it struggles to maintain consistent visibility for specific essential procurement tasks where competitors like Costco and Aldi are capturing market share.

Working in your favor

Securing the #1 position in AI Overviews for 'one-stop shopping' retail queries.

High resonance with the Budget-Focused Family Planner persona, achieving an impressive 1.5 average position.

Total brand capture for the High-Volume Procurement Analyst persona, demonstrating strong relevance in bulk-buying contexts.

Gaps to close

Invisibility in pharmacy and healthcare-adjacent search queries, resulting in missed traffic for lifestyle wellness.

Failure to trigger in critical grocery delivery and same-day fulfillment queries, ceding ground to specialized services like Instacart.

Limited brand presence for 'retail alternative' queries, preventing the capture of consumers actively looking to move away from Amazon.

Opportunities

Optimizing content specifically for 'pharmacy services' and 'affordable wellness' queries to capture the health-conscious consumer.

Strengthening SEO signals around same-day grocery delivery to compete directly with specialized delivery platforms.

Expanding visibility in 'retail alternatives to Amazon' discussions by highlighting the unique convergence of physical store accessibility and digital price parity.

Highest-Impact Actions

Develop and deploy specific schema and content targeting pharmacy and affordable wellness search intent.

The current absence in lifestyle and wellness queries represents an untapped high-margin opportunity that directly aligns with store-level capabilities.

Optimize landing pages for 'same-day delivery' and 'grocery procurement' queries with clear, AI-digestible value propositions.

Competitors like Instacart and Shipt are winning these queries; Walmart must pivot AI-optimized content to highlight its specific delivery efficiency to regain footing.

Create 'comparison-ready' content assets that address 'retail alternatives to Amazon' in a way that AI models can easily parse.

The data shows a gap in the 'Retail Comparison' category where the brand should be a top-tier alternative but is currently failing to appear.

Value Proposition

Everyday Low Price (EDLP) strategy combined with the extreme convenience of finding a wide range of goods and services under a single roof or via a single app.

Overview

Mission

To save people money so they can live better.

Products & Services

Groceries & ConsumablesGeneral MerchandiseHealth & WellnessWalmart+ SubscriptionFinancial Services

Current State

Visibility Landscape

A high-level view of how Walmart Inc. 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	—	—	—	—
Core4q Product/service category queries	—	—	—	97
Growth Areas4q Adjacent, aspirational & visionary	—	—	—	—

Competitive Landscape

Costco4 mentions

Walmart Inc.4 mentions

Aldi3 mentions

Trader Joe's2 mentions

Natural Grocers2 mentions

Lidl2 mentions

Boxed2 mentions

Instacart2 mentions

Shipt2 mentions

Nordstrom2 mentions

Costco (Costco Wholesale)2 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Securing the #1 position in AI Overviews for 'one-stop shopping' retail queries.

Strength

High resonance with the Budget-Focused Family Planner persona, achieving an impressive 1.5 average position.

Strength

Total brand capture for the High-Volume Procurement Analyst persona, demonstrating strong relevance in bulk-buying contexts.

Recommended Actions

Develop and deploy specific schema and content targeting pharmacy and affordable wellness search intent.

The current absence in lifestyle and wellness queries represents an untapped high-margin opportunity that directly aligns with store-level capabilities.

Optimize landing pages for 'same-day delivery' and 'grocery procurement' queries with clear, AI-digestible value propositions.

Competitors like Instacart and Shipt are winning these queries; Walmart must pivot AI-optimized content to highlight its specific delivery efficiency to regain footing.

Create 'comparison-ready' content assets that address 'retail alternatives to Amazon' in a way that AI models can easily parse.

The data shows a gap in the 'Retail Comparison' category where the brand should be a top-tier alternative but is currently failing to appear.

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

Grocery And Household Essentials Procurement(3 queries)

“what are the best budget-friendly grocery stores that also offer organic options for my family”

0/0 platforms mentioned

Core

“where should i buy cleaning supplies and paper goods in bulk for a large family without paying membership fees”

0/0 platforms mentioned

Core

The Budget-Focused Family Planner · Parent/Household Manager

“best online grocery delivery services that have same-day windows and good prices”

0/0 platforms mentioned

Adjacent

The Budget-Focused Family Planner · 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.

Best Places to Buy Organic Groceries Online - CNET

cnet.com

Web1 ref

TOP 10 BEST Organic Grocery Stores in Atlanta, GA - Yelp

m.yelp.com

Web1 ref

How to Eat Organic on a Budget - Money

money.usnews.com

Web1 ref

Which grocery store won't break the budget? See list of least ...

yahoo.com

Web1 ref

12 Organic Food Companies for Healthy Groceries in 2026

thehonestconsumer.com

Web1 ref

The Best WALMART Buys for 2026 (And What to Avoid)

youtube.com

Video1 ref

What's The Cheapest Grocery Store in 2026? | Propel

propel.app

Web1 ref

Natural Grocers® Quality Choices 2026

youtube.com

Video1 ref

Natural Grocers® Even More Affordable Prices 2026

youtube.com

Video1 ref

These 10 Grocery Stores Sell the Most Real Organic Produce ...

farm2.me

Web1 ref

Best Places to Buy Organic Food on a Budget - Kiplinger

kiplinger.com

Web1 ref

How to eat organic but still cheap : r/EatCheapAndHealthy - Reddit

reddit.com

Forum1 ref

About Our Pharmacy

nysspecialtypharmacy.com

Web1 ref

Prescription Discount Card Programs | New York City

cap4kids.org

Web1 ref

Find and Access Preventive Services - MyHealthfinder | odphp.health.gov

odphp.health.gov

Gov1 ref

Brand Identity

Brand Voice & Style

How AI perceives Walmart Inc.'s communication style and personality

Walmart communicates with a direct, practical, and highly accessible tone that prioritizes clarity and value. The brand voice is designed to be universally understood, focusing on the immediate benefits of convenience and affordability. It balances a helpful, service-oriented demeanor with a confident, results-driven approach, ensuring that every message reinforces the core mission of saving customers money so they can live better.

Core Tone Traits

Practical and Direct

Focuses on clear, concise messaging that highlights value and utility without unnecessary fluff.

Helpful and Service-Oriented

Positions the brand as a reliable partner in the customer's daily life, offering solutions for home, health, and lifestyle.

Accessible and Inclusive

Uses simple, welcoming language that resonates with a broad, diverse mass-market audience.

Confident and Value-Driven

Projects certainty in its pricing strategy and service capabilities, reinforcing trust through consistent delivery.

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned March 16, 2026.