Three ways to see what developers really experience
An AI agent evaluates your product every week, matched to the developers you build for. Real developers record themselves using it. A tracking script watches how everyone moves through it. Together: exactly what breaks, who it breaks for, and what to fix — starting before you install a thing.
Flying blind — and now for two audiences
Your analytics show the drop-off, not the reason. You’ve rewritten the docs, simplified onboarding, asked your network — and the numbers barely moved. You’re too close to your own product to feel the friction a new developer feels.
And there’s a second audience you can’t see at all.
A growing share of first contact with your product isn’t a developer reading your docs. It’s their coding agent, parsing your quickstart and reporting back. When it fails, nobody files an issue. The developer just hears “this didn’t work” and moves on.
Sound familiar?
Readiness, Reality, Results
Three layers that build on each other. Readiness tells you what breaks. Reality shows you who it breaks for. Results gets it fixed — and proves it worked.
Find out what breaks before your users do
Every week, an AI agent built to match your ICP tries your product end to end. It reads your docs, signs up, follows your quickstart, and works toward first value the way a developer’s coding agent would. Every run becomes a report with receipts: an agent-friendliness score, a verdict on whether your product is even built for that developer, the exact terminal commands the agent ran, a replay of the session, and how long value took.
No script required — this runs from day one, before you’ve installed anything. And when you want the human read, ICP-matched developers from our network record their screens doing the same thing and narrate exactly what they’re thinking.
Catch what breaks before a real developer — or their agent — ever hits it.
See how real developers actually move through it
Add one snippet to your site, docs, and product, and Built for Devs tracks the complete developer journey across every touchpoint, continuously. You get a living map of how developers move through your product: where they slow down, where they disappear, whether they come back.
And one north-star metric: your TTV, your time to value. The number that tells you exactly how long it takes a developer to reach their first real result. Watch it move as you improve.
Stop guessing which stage is losing people. Start knowing.
Fix the right things and watch your numbers move
Built for Devs sees the whole picture — agent evaluations, live journey data, your TTV trend — and surfaces the highest-impact fixes, each cited to the evidence behind it. Act on them, and your next TTV update tells you whether it worked. Every recommendation is tracked against the outcome.
Want one shipped instead of just reported? Buy it as a result — content shipped as a pull request, or a strategy doc that specs exactly what to change. An add-on on any plan.
No more shipping improvements into a void. No more guessing if it made a difference.
The whole is greater than the parts
Readiness tells you what breaks. Reality shows you who it breaks for, and how often. Results tells you what to fix — and your TTV proves it worked.
Each layer makes the others sharper. Agent and human findings feed the recommendations. Recommendations get validated by TTV movement. And your adoption score — one number, built from all three layers — becomes the proof you show your team, your investors, your board.
This is what the complete picture looks like.
Every insight, inside the AI tools you already use
All three layers produce data. Built for Devs ships an MCP server that lets you talk to it. Connect Claude, Cursor, or any MCP client and ask your developer experience anything in plain language — the adoption score, agent runs, the funnel, friction signals, a single developer’s full history.
Or wire it into your own agents and build on top of it. Your product intelligence becomes context your AI can actually reason over, not a dashboard someone has to remember to check.
Thirteen read-only tools, scoped to your product.
“Where are developers dropping off in my onboarding funnel?”
“Show me the exact commands the agent ran last week, and where it got stuck.”
“Which recommendations are still open, and what evidence backs each one?”
“Walk me through everything developer sarah@acme.com has done in our product.”
“Has our time to value improved over the last six months?”
Don’t take our word for it
“The ROI was huge. What we got from Built for Devs was completely different—actionable, clear insights that gave us a real sense of where to go next. This was critical to our process. We wouldn’t have been able to get these results on our own.”
Stop guessing. Start knowing.
Your first agent evaluation runs the moment you confirm your ICPs, before you install anything. Build starts with a 14-day free trial.