Public Industry Leaderboard

Ready-to-eat Food AI Brand Rankings

Ready-to-eat Food Brands

Open Trend Explorer

Current Champion

Stouffer's

AI Index 27.9

Podium Snapshot

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

Latest Refresh

Jun 26, 2026

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

Industry Overview

Ready-to-eat Food AI brand rankings show which brands AI engines recommend most consistently right now. Current leaders include Stouffer's, Banquet, and Campbell's across 7 tracked engines, with score and mention-rate signals combined into the overall AI Index. Stouffer's is 0.9 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 which brands lead 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

Stouffer's is the current #1 entity in Ready-to-eat Food with a 27.9 AI Index and 9.5% 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 Stouffer's by 0.9 points. That gap is the first signal to inspect when deciding whether this leaderboard is leader-dominated or actively contested.

Campbell'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 2026-06-26, 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 26, 2026

Last Updated

Ranking Methodology

How this AI brand leaderboard is calculated

AI Index

The combined visibility score used to sort the default public leaderboard view.

Mention Rate

How often tracked AI engines mention each brand inside completed public runs.

Recommendation Strength

How strongly the answer positions, first mentions, and recommendation signals support each ranking.

Engine Coverage

Compare overall visibility and engine-specific rankings

Ready-to-eat Food currently compares brands across 7 tracked AI engines, including ChatGPT, Gemini, Grok, DeepSeek, MiniMax, and Qwen and 1 more. Use the tabs below to separate broad AI visibility from engine-specific outliers.

ChatGPTGeminiGrokDeepSeekMiniMaxQwen
Overall ChatGPT ChatGPTGemini GeminiGrok GrokDeepSeek DeepSeekMiniMax MiniMaxQwen QwenKimi Kimi

Leaderboard Podium

Open the leading entity pages in this industry leaderboard

Overall Ranking

#1

Stouffer's

27.9

#2

Banquet

27.0

#3

Campbell's

24.5

Overall

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

10 / 19 entities Jun 26, 2026
Sort
RankEntityAI IndexMention Rate
👑 #1
Stouffer's
27.9
9.5%
🥈 #2
Banquet
27.0
0.0%
🥉 #3
Campbell's
24.5
3.6%
#4
Chef Boyardee
23.0
0.0%
#5
Progresso
21.6
20.0%
#6
Healthy Choice
21.2
21.4%
#7
Heinz
19.0
9.5%
#8
Lean Cuisine
16.9
14.3%
#9
Hormel
16.7
3.6%
#10
Del Monte
16.0
0.0%

Next Step

Turn this public industry benchmark into a private AI visibility tracker.

Public rankings are useful for market discovery. Private tracking is where teams monitor owned prompts, direct competitors, citations, answer history, and pricing fit.

Open a private trackerContinue to onboarding with this industry preserved.Compare tracker plansReview monitoring capacity, prompt limits, projects, and plan fit before moving beyond the public benchmark.Run a free visibility checkCheck one brand before setting up recurring AI visibility monitoring.Review trend historySee how this industry has shifted across recent public leaderboard runs.

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 Stouffer'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.