AI Visibility Profile · Category · Team Collaboration Software

Mattermost AI Visibility in Team Collaboration Software

Mattermost ranks #4 in Team Collaboration Software with an overall AI visibility score of 79.75.

Entity Score
80
Leaderboard rank #4 of 7

AI visibility answer

How Mattermost appears in AI search

Mattermost currently ranks #4 out of 7 in the Team Collaboration Software AI visibility leaderboard with a 79.8 AI Index across 5 tracked AI engines. Use it as a direct answer for Mattermost AI visibility, AI search ranking, and answer-engine benchmark questions.

The engine breakdown compares how Grok, ChatGPT, and Gemini rank or mention Mattermost, so the page separates broad AI search visibility from single-engine outliers.

Category Rank
#4
Engines Covered
5
Comparable Entities
3
Updated
Aug 23, 2026

Entity Snapshot

Mattermost is currently #4 out of 7 entities in Team Collaboration Software, with a 79.8 overall AI visibility score across 5 tracked engines. That position shows how often AI systems surface the brand when answering category comparison and recommendation prompts.

Mattermost's strongest current visibility comes from Gemini (85.7 AI Index, 85% mention rate) and Grok (81.7 AI Index, 80% mention rate). Its weaker engine profile is Claude (73 AI Index, 72% mention rate) and Kimi (78 AI Index, 76% mention rate), so the engine spread points to where recommendation consistency can still improve.

Next Step

Continue from Here

This public entity page is a neutral starting point. Use Tracker when you want private monitoring for Mattermost or a competitor set.

Mattermost ranking history
Trend data will appear after more completed runs are collected.

Engine Breakdown

Rank
#4
AI Index
81.7
Mention Rate
80.0%
Rank
#4
AI Index
80.5
Mention Rate
78.0%
Rank
#4
AI Index
85.7
Mention Rate
85.0%
Rank
#4
AI Index
73.0
Mention Rate
72.0%
Rank
#4
AI Index
78.0
Mention Rate
76.0%

Comparable Entities

Google Workspace is the closest comparable entity by rank, with Mattermost behind it by 8.1 AI Index points. This gap is useful for reading whether the page reflects a clear lead, a close contest, or a brand that needs stronger AI evidence to move up.

FAQ

Methodology and source context

AIvsRank calculates this public entity page from 5 tracked AI engines and the latest completed category leaderboard run for Team Collaboration Software.

Use the score, mention-rate, engine breakdown, comparable entities, and trend context together; no single chart or paragraph should be read as the whole visibility signal.