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Public Industry Leaderboard

Ready-to-eat Food AI Rankings

Ready-to-eat Food Brands

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Current Champion

Campbell's

AI Index 26.0

Podium Snapshot

#1 Campbell's · #2 Banquet · #3 Stouffer's

Latest Refresh

Jun 2, 2026

7 tracked engines and 30 entities in the latest public snapshot.

Industry Overview

Ready-to-eat Food leaderboard shows which entities AI engines recommend most consistently right now. Current leaders include Campbell's, Banquet, and Stouffer's across 7 tracked engines, with score and mention-rate signals combined into the overall AI Index. Campbell's is 0.4 points ahead of Banquet, so the gap helps show whether this industry has a clear AI visibility leader or a tighter competitive cluster.

Use the engine tabs below to compare how ChatGPT, Gemini, Grok, and DeepSeek rank entities differently. Overall ranking summarizes the latest visibility signals across all tracked engines, while engine-specific tabs reveal whether a brand is broadly recommended or over-dependent on one answer system.

Why This Matters

Use the overall ranking to see who leads this industry at a glance, then drill into individual AI engines to understand where visibility is strong, weak, or inconsistent. The useful signal is not only the rank: mention rate, score gaps, latest refresh date, and engine outliers show whether the leader is durable or only winning in a narrow set of prompts.

Current Ranking Takeaways

Campbell's is the current #1 entity in Ready-to-eat Food with a 26 AI Index and 3.6% mention rate. This makes it the clearest public benchmark for how AI systems currently answer industry comparison prompts.

Banquet is the nearest visible challenger at #2, trailing Campbell's by 0.4 points. That gap is the first signal to inspect when deciding whether this leaderboard is leader-dominated or actively contested.

Stouffer's rounds out the podium at #3. Comparing the top three against engine-level tabs helps separate broad recommendation consistency from single-engine strength.

The latest public snapshot refreshed on 2026-06-02, covering 7 tracked engines and 30 entities. Freshness matters because AI recommendations can shift as models, retrieval sources, and category evidence change.

30

Entities

7

AI Engines

Jun 2, 2026

Last Updated

Overall ChatGPT ChatGPTGemini GeminiGrok GrokDeepSeek DeepSeekMiniMax MiniMaxQwen QwenKimi Kimi

Leaderboard Podium

Open the leading entity pages in this industry leaderboard

Overall Ranking

#1

Campbell's

26.0

#2

Banquet

25.7

#3

Stouffer's

21.8

Overall

Combined AI visibility across all tracked engines. Default view shows the top 10 entities.

10 / 20 entities Jun 2, 2026
Sort
RankEntityAI IndexMention Rate
👑 #1
Campbell's
26.0
3.6%
🥈 #2
Banquet
25.7
0.0%
🥉 #3
Stouffer's
21.8
11.4%
#4
Hormel
20.7
0.0%
#5
Heinz
19.1
2.9%
#6
Progresso
16.6
17.9%
#7
Del Monte
16.0
0.0%
#8
Healthy Choice
15.1
17.1%
#9
Lean Cuisine
12.4
8.6%
#10
Findus
12.4
14.3%

FAQ

How is the Ready-to-eat Food leaderboard calculated?

Overall ranking combines the latest AI visibility signals across tracked engines for Ready-to-eat Food, including rank position, recommendation strength, and mention-rate patterns.

Why can Campbell's lead overall but differ by engine?

Each AI engine can prefer different brands, evidence, freshness, and recommendation patterns, so engine-specific rankings can diverge from the combined leaderboard.

How often is this Ready-to-eat Food leaderboard updated?

This leaderboard updates whenever new completed runs are available for Ready-to-eat Food, with the latest refresh date shown on the page.