Skip to content
devrelScore

Free DevRel audit · no sign-up · public data only

Your DevRel, scored.

A free audit of how developers find and use your product.

Your website, docs, a GitHub repo, an X profile or a YouTube channel.

Free · no sign-up · results in a few minutes

rivulet.devExample report
59
Good, with gaps

DRS / 100 · 17 fixes found

Explore the six area scores
  • AI Visibility31
  • Docs84
  • X (Twitter)52
  • GitHub63
  • Discord58
  • Other channels48

Fix first

Get AI models to cite your docs instead of your GitHub README

What we check

Every place developers decide whether to use you.

AI Visibility, up close

Developers ask AI first. Are you in the answer?

We ask AI models the questions developers ask in your category, then count how often you’re recommended, which page they cite, and who they name instead.

What we look at

  • Recommendation rate
  • Rank when named
  • Pages AI cites
  • Who it names instead
AI answer · example1 of 16

I’m building a robot arm with ROS 2. What’s the best open-source motion planning library to use?

Claude

Claude: The most widely used options are

  1. MoveIt
  2. Drake
  3. PyBullet
  • Rivulet: not mentioned

What you get

A score you can trust. Fixes you can ship.

Your fixes, ranked17 found

  1. Get AI models to cite your docs instead of your GitHub README

    AI Visibility

  2. Fix 14 broken links across 9 docs pages

    Docs · Quick fix

  3. Reply to developers who mention you on X

    X

Issue

14 broken links across 9 docs pages, 6 of them on the ROS 2 bridge guide. Links to the old /v1/api paths return 404, mostly on pages your quickstart links to.

Fixes

  1. Redirect /v1/api/* to /api/*
  2. Update the 6 links on the ROS 2 bridge guide
  3. Add a link checker to your docs CI
Your top 3 fixes are free. Every other fix, with steps and drafts, is in Pro.

Pro is coming soon · $5 one-time for this report’s fixes

  • Step-by-step how to fix each issue
  • Ready-to-use drafts and written fixes
  • What to fix first: priority and effort

We'll email you once you can unlock this report's fixes. Every check and what we found stays free.

Free · no sign-up

Your score

  • A score for docs, GitHub, X, Discord, your other channels and AI Visibility
  • Your top 3 fixes
  • A share link and README badge

Free account · optional

Track it

  • Your reports saved in one place
  • Re-scan after you ship a change
  • See your score move over time

Pro · coming soon

Every fix

  • All fixes, ranked by impact
  • Step-by-step instructions for your real pages
  • Ready-to-paste drafts: llms.txt, README, issue templates

$5 one-time per report.

How it works

  1. Paste one link

    Your homepage, docs, a repo or a channel. Whatever is easiest.

  2. We find the rest and check it

    Public pages and public APIs only. Each area fills in as soon as it’s done.

  3. Get your score and the fixes

    A score per area, fixes ranked by impact, and a badge for your README.

Scored by code, not by AISame data, same score80–95 Strong50–79 Good, with gaps10–49 Needs work