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![jakezward Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1645041117216362498.png) Jake Ward [@jakezward](/creator/twitter/jakezward) on x 29.2K followers
Created: 2025-07-24 12:57:46 UTC

X. Understand how LLMs describe me

I go beyond mentions to see exactly how I’m being framed (positive, negative, or neutral).

![](https://pbs.twimg.com/media/Gwn9dMOW4AERCFR.jpg)

XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948366998892654886/c:line.svg)

**Related Topics**
[mentions](/topic/mentions)
[ward](/topic/ward)

[Post Link](https://x.com/jakezward/status/1948366998892654886)