Sex Cam Stats: Live cam analytics & market tracker for CB, SC, CS & BC. Brutal feedback needed
 

Hey guys,

I've been working on a project for quite some time now and I'm pretty excited to announce that it just went live!

What I wanted to do was to solve a specific problem: guessing where the cam traffic is and what's actually converting right now. I built a real-time data aggregator that tracks live broadcasts across Chaturbate, Stripchat, Camsoda, and Bongacams simultaneously. I'm probably gonna be adding more networks to it, if they can provide me with the data that I need to generate the stats and insights.

It's called SexCamStats.com, and it does what it says.

Even though it also works as a cam tube and does have its fair share of affiliate links, I didn't build this to be just another tube or affiliate white-label. I built it as an analytics tool. Here is what the engine currently does:

Real-time Stats: Global, and categorized by network/gender/tag and their combinations.

Live Market Share: Tracks total viewers and active rooms across networks so you can see which platform is dominating right now.

Tag & Niche Correlations: It tracks which tags are trending, their average viewer counts, and Audience Affinity (e.g., if viewers are watching #latina, what other tags are they overlapping with?).

Historical Peaks & Endurance: Logs all-time peak viewership, marathon broadcasts, top models, rising stars, etc.

Model Embed Badges: Models can grab a live-updating PNG badge showing their current/peak stats to put on their Linktree/Twitter.

The Tech Stack (for the nerds): > It's a custom-built PHP/MySQL engine running aggressive RAM caching and async background syncs. It processes around 500k-600k records every few minutes without breaking a sweat. No heavy frameworks, 100% hand-written vanilla JS. Meanwhile I've built a full-blown white-labeling system in the backend.

Why I'm posting:
I want you guys to tear it apart.

Does the UI make sense for a webmaster/studio manager?

What other metrics would actually be useful for you to track?

Break the search/filters if you can.

Find its flaws. Give me your honest feedback about it's design and functionality. I'm honestly not just throwing a link out there. Your feedback matters a lot.

Check it out here: sexcamstats.com
Let me know your thoughts, and please don't hold back.
Thanks!

Do public viewer counts really correlate with "what's converting"?

You left out the largest cam company.

That’s a totally fair question. The short answer is: No, not on a 1-to-1 basis. We all know public viewer counts are heavily inflated by grey-label embeds, freeloaders, and bots. Raw viewer count alone is definitely a vanity metric. However, the value isn't in the raw number; it's in the velocity, the trends, and the tag correlations. And I'll give you a few examples:
1. If a room's viewer count spikes massively within 10 minutes (which the engine tracks as 'Rising Stars'), it means the platform's algorithm is actively feeding them premium traffic because they are making money right now.
2. If you see a sudden 40% spike in viewers engaging with the #lovense or #cuckold tags network-wide, it tells you what specific niches the audience is currently horny for. You can adjust your landers, promo banners, or campaigns accordingly.
3. If CB is holding 60% of the total market at 3 AM EST but SC usually dominates that specific slot, you might want to adjust your smartlinks.
So while 10000 viewers doesn't guarantee 10000 buyers, the real-time movement of those numbers across specific tags and networks is the closest proxy we have to seeing where the money is flowing. But I'm actually curious; since hard conversion data is locked behind the networks' closed doors, what metrics do you typically look at to gauge what's hot and worth pushing?
By the way, as I said in my post, I'm very much open to adding new networks, and currently I have embedded those that can provide the data that I need to generate my stats. May I ask which cam company you mean?

Seems like AWEmpire is missing.. also PussyCash

There is layout shift in the top nav probably due to genders menu, and on the tags table on tags page. Also I don't like the long hover animations but thats just me. Logo looks nice.

Thank you for the great feedback! The top nav layout shift was a FOUC (Flash of Unstyled Content), because of my smart JS navigation that shows only as many elements as can fit your screen. I did my best to fix all of the issues you mentioned. You may wanna check again and let me know if it looks better now. Thank you!

I guess nobody knows who the missing large camsite is.. :(

Looks much better than before now. I didn't look at exactly what you are doing with js but maybe you could run it earlier like right after nav html or just use css.

I may have some ideas for your site if you are interested. Do you have tg?

Sent you a pm. :)

Quick update guys. Turns out the domain I originally registered had a highly toxic history from a previous spammer owner that we didn't catch initially.

Since we are building a clean, enterprise-level analytics tool, we don't mess around with dirty setups or Google penalties. We just migrated the entire engine to a brand new, clean domain:

sexcamdata.com

If anyone could get in touch with a moderator who would actually edit the original post, I would be eternally grateful.