Public Category Leaderboard

Feature Management Platforms Grok AI Rankings

Current Champion

LaunchDarkly

AI Index 93.9

Podium Snapshot

#1 LaunchDarkly · #2 Split · #3 Unleash

Latest Refresh

Aug 23, 2026

10 tracked engines and 5 entities in the latest public snapshot.

Category Overview

Feature Management Platforms AI product rankings show which products are most visible in the current public benchmark. Current leaders include LaunchDarkly, Split, and Unleash across 10 tracked engines, with score and mention-rate signals combined into the overall AI Index. LaunchDarkly is 4.2 points ahead of Split, so the gap helps show whether this category 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 Grok rankings page is scoped to Feature Management Platforms: it shows how entities appear inside one answer engine using mention rate, recommendation strength, and latest snapshot signals. For model-level Grok rank tracking across industries, use the Grok 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 products stand out in this category 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

LaunchDarkly is currently #1 in the Feature Management Platforms Grok public rankings benchmark, with a 93.9 AI Index and 95% mention rate. Treat this as market context for private prompt and competitor selection.

Split is the nearest visible challenger on Grok, trailing LaunchDarkly by 3.1 points. That gap helps separate engine-specific visibility from broader cross-engine strength.

The Grok benchmark refreshed on Aug 23, 2026, so it should be read as a public engine snapshot rather than a private recurring tracker run.

5

Entities

10

AI Engines

Aug 23, 2026

Last Updated

Ranking Methodology

How this AI product 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 product 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

Feature Management Platforms currently compares products 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.

Leaderboard Podium

Open the leading entity pages in this category leaderboard

Overall Ranking

Grok

Latest collection-scoped AI rankings for Grok.

5 / 5 entities Aug 23, 2026
Sort
Use the left and right arrow keys to scroll this table horizontally.
RankEntityAI IndexMention Rate
👑 #1
LaunchDarkly
93.9
95.0%
🥈 #2
Split
90.8
91.0%
🥉 #3
Flagsmith
83.0
82.0%
#4
Unleash
81.7
80.0%
#5
ConfigCat
79.7
78.0%

FAQ

How is the Feature Management Platforms leaderboard calculated?

Overall ranking combines the latest AI visibility signals across tracked engines for Feature Management Platforms, including rank position, recommendation strength, and mention-rate patterns.

Why can LaunchDarkly 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 Feature Management Platforms leaderboard updated?

This leaderboard updates whenever new completed runs are available for Feature Management Platforms, with the latest refresh date shown on the page.