Contributors
Traffic Torch is built in the open. Real sites, real logs, real pushback — the SEOs, developers, designers, and site owners who audit, break, and refine these tools don't just use them, they shape them. Every sharp edge on this platform came from somebody who noticed a blunt one.
Submit a Contribution
Found a bug, have a feature request, or want to share real-world data? Let us know. Contributions earn +25 points. High value submissions are considered for a custom widget in Tool Contributions. Plus additional +50 points.
🌐 Recent Contributions
Public feed of the last 60 contributions. Oldest drops off automatically as new ones arrive.
Tool Contributors
🏅 Community Contributors
Community members earning points from comments, posts, leaderboard submissions, and development contributions.
Want to contribute?
Run any Traffic Torch tool, spot something wrong, and tell us. Real feedback that changes how a tool works gets a card here.
Try a tool →Frequently Asked Questions
What counts as a contribution? ▼
A contribution is any piece of feedback that changed how a Traffic Torch tool works. That includes flagging a bug, correcting a scoring assumption, providing real-world log data that shaped an architecture decision, or suggesting a feature that shipped. Posts, comments, leaderboard submissions and development work also earn community points, which are shown in the Community Contributors section above.
How do I get added as a contributor? ▼
Run any Traffic Torch tool, spot something that is wrong or missing, and tell us — on Reddit, by email, or through the in-tool feedback form. If your feedback changes how a tool behaves, you get a card here. There is no application process and no minimum contribution threshold. The test is simply whether the tool is better because of what you said.
What is the difference between tool contributors and community contributors? ▼
Tool contributors appear in the top section as named cards — each card credits the specific feedback that shaped a specific tool, with links to the person's public profile. Community contributors appear in the bottom section as a live leaderboard of everyone earning points from comments, posts, leaderboard submissions and development contributions across the Traffic Torch site. Tool contributor cards are added manually when feedback ships; community points update automatically.
Can I have my contributor card removed? ▼
Yes. Any contributor card or community entry can be hidden on request. Use the Contact link in the footer and include the handle or name shown on the card. Removals are processed within a few days and the URL or contribution data attached to the entry is deleted from the page.
Traffic Torch
Built with the people who use it.
Every card on this page exists because somebody took the time to tell us we had something wrong. The tools on Traffic Torch are built in the open — feedback changes architecture, not just copy. If you spot something, say so. That is the whole process.
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Published: 2026-10-12
Last updated: 2026-10-12
