Public Category Leaderboard

Review Management Software GLM AI Rankings

Current Champion

Birdeye

AI Index 90.3

Podium Snapshot

#1 Birdeye · #2 Reputation · #3 Yext Reviews

Latest Refresh

Aug 15, 2026

10 tracked engines and 6 entities in the latest public snapshot.

Category Overview

Review Management Software AI product rankings show which products are most visible in the current public benchmark. Current leaders include Birdeye, Reputation, and Yext Reviews across 10 tracked engines, with score and mention-rate signals combined into the overall AI Index. Birdeye is 0.3 points ahead of Reputation, 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 GLM rankings page is scoped to Review Management Software: it shows how entities appear inside one answer engine using mention rate, recommendation strength, and latest snapshot signals. For model-level GLM rank tracking across industries, use the GLM 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

This GLM rankings page will show collection-specific takeaways after the next completed public leaderboard run.

6

Entities

10

AI Engines

Aug 15, 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

Review Management Software 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.

Next pages to inspect

Follow the Review Management Software AI ranking cluster

Leaderboard Podium

Open the leading entity pages in this category leaderboard

Overall Ranking

GLM

Latest collection-scoped AI rankings for GLM.

0 / 0 entities
No ranking data available for this engine yet.

Next Step

Turn this public category 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.

FAQ

How is the Review Management Software leaderboard calculated?

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

Why can Birdeye 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 Review Management Software leaderboard updated?

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