Mender AI visibility score and rankings

Parse Score

70.4

100.0Excellent

How well you compete

41.6Average

How broadly AI mentions you

63.9Excellent

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Parse Score

70.4

100.0Excellent

How well you compete

41.6Average

How broadly AI mentions you

63.9Excellent

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Brand performance

How Mender's AI visibility has changed over time

Brands AI most often recommends alongside Mender

Questions people ask AI where Mender appears in the last 30 days

Prompt	Prompt visibility
My goal is to manage the firmware for our IoT devices. What's the best over-the-air (OTA) update platform for embedded systems?	75.0
I'm building a hardware product. What's a good, cloud-based firmware OTA (over-the-air) update service for IoT devices?	45.8
How can I implement over-the-air (OTA) firmware updates for a fleet of embedded devices?	45.6

Domains AI cites when recommending Mender in the last 30 days

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
My goal is to manage the firmware for our IoT devices. What's the best over-the-air (OTA) update platform for embedded systems?	75.0
I'm building a hardware product. What's a good, cloud-based firmware OTA (over-the-air) update service for IoT devices?	45.8
How can I implement over-the-air (OTA) firmware updates for a fleet of embedded devices?	45.6

Domain	Citations	Prompts
mender.io Over-the-air software updates for IoT devices \| Mender	2	2

Domain	Citations	Prompts
mender.io Over-the-air software updates for IoT devices \| Mender	2	2