Public Industry Leaderboard

Ready-to-eat Food Claude AI Rankings

Ready-to-eat Food Brands

Ready-to-eat Food ranking trend

Current Champion

Progresso

AI Index 27.7

Podium Snapshot

#1 Progresso · #2 Hormel · #3 Lean Cuisine

Latest Refresh

Aug 22, 2026

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

Industry Overview

Ready-to-eat Food AI brand rankings show which brands are most visible in the current public benchmark. Current leaders include Progresso, Hormel, and Lean Cuisine across 10 tracked engines, with score and mention-rate signals combined into the overall AI Index. Progresso is 2.7 points ahead of Hormel, 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 Perplexity, MiniMax, GLM, and Qwen 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.

This Claude rankings page is scoped to Ready-to-eat Food: it shows how entities appear inside one answer engine using mention rate, recommendation strength, and latest snapshot signals. For model-level Claude rank tracking across industries, use the Claude benchmark hub. Use the private AI rank tracker when you need recurring monitoring for your own prompts, competitors, saved answer history, actions, validation, and report readiness.

Why This Matters

Use the overall ranking to see which brands stand out in this industry benchmark, then drill into individual AI engines to decide which market, competitors, and prompt themes deserve private tracking. The useful signal is not only the rank: mention rate, score gaps, latest refresh date, and engine outliers show where to investigate next.

Current Ranking Takeaways

Progresso is currently #1 in the Ready-to-eat Food Claude public rankings benchmark, with a 31.3 AI Index and 28.6% mention rate. Treat this as market context for private prompt and competitor selection.

Hormel is the nearest visible challenger on Claude, trailing Progresso by 1.3 points. That gap helps separate engine-specific visibility from broader cross-engine strength.

The Claude benchmark refreshed on Aug 13, 2026, so it should be read as a public engine snapshot rather than a private recurring tracker run.

Entities

AI Engines

Aug 22, 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 10 tracked AI engines, including Perplexity, MiniMax, GLM, Qwen, Grok, and ChatGPT and 4 more. Use the tabs below to separate broad AI visibility from engine-specific outliers.

Perplexity rankings for Ready-to-eat Food MiniMax rankings for Ready-to-eat Food GLM rankings for Ready-to-eat Food Qwen rankings for Ready-to-eat Food Grok rankings for Ready-to-eat Food ChatGPT rankings for Ready-to-eat Food

Next pages to inspect

Follow the Ready-to-eat Food AI ranking cluster

Leaderboard Podium

Open the leading entity pages in this industry leaderboard

Overall Ranking

Progresso

27.7

Hormel

25.0

Lean Cuisine

24.9

Claude

Latest collection-scoped AI rankings for Claude.

10 / 10 entities Aug 13, 2026

Sort

Rank	Entity	AI Index	Mention Rate	Rank Score	Rec. Strength	1st Mention	Mentions
👑 #1	Progresso	31.3	28.6%	56.7%	0.0%	28.6%	2/7
🥈 #2	Hormel	30.0	0.0%	100.0%	0.0%	0.0%	0/7
🥉 #3	Heinz	29.0	0.0%	96.7%	0.0%	0.0%	0/7
#4	Spam	19.0	0.0%	63.3%	0.0%	0.0%	0/7
#5	Chef Boyardee	18.0	0.0%	60.0%	0.0%	0.0%	0/7
#6	Stouffer's	16.0	0.0%	53.3%	0.0%	0.0%	0/7
#7	Marie Callender's	15.0	0.0%	50.0%	0.0%	0.0%	0/7
#8	Findus	14.0	0.0%	46.7%	0.0%	0.0%	0/7
#9	Healthy Choice	13.0	0.0%	43.3%	0.0%	0.0%	0/7
#10	Lean Cuisine	12.0	0.0%	40.0%	0.0%	0.0%	0/7

Next Step

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

Public rankings are useful for market discovery and benchmark context. Private tracking is where teams monitor owned prompts, direct competitors, citations, answer history, action plans, validation evidence, report readiness, and pricing fit.

Open a private trackerContinue to onboarding with this industry and Claude context preserved.See all Claude rank tracking benchmarksOpen the model-level Claude benchmark hub across industries and categories.Compare tracker plansReview monitoring capacity, prompt limits, projects, and plan fit before moving beyond the public benchmark.Run a free visibility checkCheck one brand as a diagnostic before setting up recurring AI visibility monitoring.Ready-to-eat Food ranking trendSee 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 Progresso 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.