DEV Community

Is DEV.to Analytics broken? 🤔

EffessDev on September 24, 2026

This is the traffic sources graph for a post I created a few hours ago: It's not just this post. Every single one of my posts is dominated by di...
Collapse
 
unitbuilds profile image
UnitBuilds

Yeah, I saw that a few months ago. It gets even weirder when you look at followers, read times, etc. ALOT of Dev.to traffic is bots. For what purpose? Probably data mining for AI training? So dont pay much mind to the stats, it's the same reason why you wake up 1 day and suddenly get 200+ new followers, but when you look at their profiles, most are just generic shells, no comments, no posts, not even a bio.

Collapse
 
unitbuilds profile image
UnitBuilds

Actually 1 of the reasons why I made DevGuard, they havent implemented it yet, but it's essentially an anti-bot system (I had some experience bypassing WAF with MCP-Lite, so I used that as the basis of how to flag a bot), that counts for profiles, readers, comments, everything. Cuz it's traffic that they pay for, people think that hosting a server is all it takes, but you pay for network use too and the bots likely account for a serious amount of traffic...

Collapse
 
effessdev profile image
EffessDev

So, that's probably the reason behind the many followers on my profile who haven't read a single one of my posts? I have also got a few purely promotional comments that have nothing to do with my post. Fortunately, they were automatically removed. But I still got the notification.

Thread Thread
 
unitbuilds profile image
UnitBuilds

Yip. It is unfortunate, 99% of them woulda been filtered out if they used cloudflare proxying, but it is what it is. That's why readers and readtimes cant be trusted, so best option is run on engagement to judge (comments and likes). The bots have no reason to like or comment and the bot comments are (mostly) filtered out.

Thread Thread
 
effessdev profile image
EffessDev

Yeah. It's quite good at filtering comments. But it has many false positives. But that's ok, it works.

Collapse
 
effessdev profile image
EffessDev • Edited

You mean devguard.org? Or something else?

Collapse
 
xulingfeng profile image
xulingfeng

Maybe Google's crawler

Collapse
 
effessdev profile image
EffessDev

Is it similar in your posts as well?

Collapse
 
xulingfeng profile image
xulingfeng

yes