Conagra Brands vs Costco

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

Costco leads in AI visibility (89 vs 77)
Conagra Brands logo

Conagra Brands

LeaderConsumer Goods

Enterprise

Chicago packaged frozen food brands (NYSE: CAG) ~$11.9B FY2025 revenue; Birds Eye 40%+ frozen veggie share, Slim Jim #1 convenience meat snack, Pinnacle Foods acquisition 2018 competing with Nestlé and General Mills.

AI VisibilityBeta
Overall Score
B77
Category Rank
#139 of 290
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
78
Perplexity
81
Gemini
84

About

Conagra Brands, Inc. is a Chicago, Illinois-based packaged food company — publicly traded on the New York Stock Exchange (NYSE: CAG) as an S&P 500 Consumer Staples component — marketing a portfolio of branded consumer foods and foodservice products including frozen meals (Birds Eye, Healthy Choice, Marie Callender's, Banquet), condiments and sauces (Hunt's, Slim Jim, Duncan Hines, Vlasic), snacks (Angie's BOOM CHICKA POP, Bigs seeds, Orville Redenbacher's), and international brands through approximately 18,000 employees. In fiscal year 2025 (ending May 2025), Conagra reports revenues of approximately $11.9 billion, navigating consumer trade-down behavior (consumers buying fewer premium branded frozen meals and choosing lower-price options or home-cooked meals) and competitive private label penetration in frozen meal categories (Birds Eye, Healthy Choice, and Marie Callender's facing increased competition from Kroger, Walmart, and Costco private label frozen meal options priced 20-30% below branded alternatives). CEO Sean Connolly has executed Conagra's "Conagra Way" transformation: divesting commodity businesses (Lamb Weston potato processing — spun off as independent public company in 2016; private label operations sold) and building the brand portfolio through the 2018 acquisition of Pinnacle Foods ($10.9 billion — adding Birds Eye, Duncan Hines, Vlasic, and Gardein plant-based foods) — concentrating Conagra's capital and marketing investment on premium branded frozen and packaged food categories where Conagra holds #1 or #2 market share positions. Conagra's frozen vegetable leadership (Birds Eye — 40%+ US frozen vegetable market share) and frozen meal portfolio (Healthy Choice café steamers, Marie Callender's pot pies and dinners) position the company in categories that benefit from the "cooking-at-home" preference when dining out costs rise.

Full profile
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

AI Visibility Head-to-Head

77
Overall Score
89
#139
Category Rank
#1
64
AI Consensus
46
up
Trend
stable
78
ChatGPT
95
81
Perplexity
80
84
Gemini
80
68
Claude
97
77
Grok
97

Key Details

Category
Enterprise
Warehouse Retail
Tier
Leader
Leader
Entity Type
company
company

Capabilities & Ecosystem

Capabilities

Only Costco
Warehouse Retail

Integrations

Only Conagra Brands
Only Costco
Conagra Brands is classified as company. Costco is classified as company.

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