Costco vs PepsiCo

Side-by-side comparison of AI visibility scores, market position, and capabilities

Costco leads in AI visibility (89 vs 70)
Costco logo

Costco

LeaderConsumer Retail

Warehouse Retail

NASDAQ: COST warehouse club at $249.6B FY2024 revenue with 73.4M cardholders and $50B+ Kirkland Signature; 90%+ renewal rate with $65/$130 membership fee competing with Sam's Club for warehouse retail.

AI VisibilityBeta
Overall Score
A89
Category Rank
#1 of 1
AI Consensus
46%
Trend
stable
Per Platform
ChatGPT
95
Perplexity
80
Gemini
80

About

Costco Wholesale Corporation is an Issaquah, Washington-based membership warehouse club — listed on NASDAQ (NASDAQ: COST) — operating 897 warehouse locations globally (as of mid-2025) across the United States, Canada, United Kingdom, Japan, Korea, Australia, Spain, France, China, and Iceland, providing paid members (73.4 million cardholders representing 136.8 million authorized users as of fiscal year end 2024) with bulk merchandise, groceries, electronics, appliances, tires, optical services, pharmacy, and the Kirkland Signature private label brand at prices consistently below traditional retail channels. Costco generated $249.6 billion in total revenue in fiscal year 2024 (ended September 2024, +5% year-over-year), with membership fee revenue of $4.83 billion providing the financial foundation that enables Costco's famously low product margins.

Full profile
PepsiCo logo

PepsiCo

LeaderCPG

Food & Beverage

PepsiCo (PEP) reported $91.5B in FY2024 revenue. #2 global food & beverage company. ~318,000 employees. HQ: Purchase, NY. Brands: Lay's, Gatorade, Doritos, Pepsi, Quaker.

AI VisibilityBeta
Overall Score
B70
Category Rank
#2 of 10
AI Consensus
68%
Trend
stable
Per Platform
ChatGPT
74
Perplexity
81
Gemini
68

About

PepsiCo, Inc. is the second-largest food and beverage company in the world by revenue, headquartered in Purchase, New York. The company was formed in 1965 through the merger of Pepsi-Cola and Frito-Lay and has since expanded into one of the most diversified consumer goods portfolios globally. PepsiCo reported revenue of $91.5B in FY2024, employing approximately 318,000 people across more than 200 countries and territories.

Full profile

AI Visibility Head-to-Head

89
Overall Score
70
#1
Category Rank
#2
46
AI Consensus
68
stable
Trend
stable
95
ChatGPT
74
80
Perplexity
81
80
Gemini
68
97
Claude
77
97
Grok
80

Key Details

Category
Warehouse Retail
Food & Beverage
Tier
Leader
Leader
Entity Type
company
company

Capabilities & Ecosystem

Capabilities

Only Costco
Warehouse Retail
Only PepsiCo
Food & Beverage

Integrations

Only Costco
Costco is classified as company. PepsiCo is classified as company.

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