AI-native feedback workflow

Turn customer ideas
into shipped features. Fast.

Feature Fast gives AI-native teams a beautiful way to collect requests, rank what matters, and ship the right updates without derailing the roadmap.

See the workflow
One line of code to installNo credit cardCancel in 2 clicks
Inbox · live
3 new this hour
  • DU
    REQ-012NEWTOP

    Auto-add labels to PRs from request URL

    dustin@northbeam

    94
  • PR
    REQ-011

    Slack thread when a feature ships

    priya@dovetail

    81
  • MA
    REQ-010

    Bulk-merge duplicate dark-mode requests

    marco@layerbase

    73
1,247requests captured this week
47.2%average request close rate
182features auto-shipped
3.4xfaster than a manual roadmap
12 minmedian time to triage
94 / 100average AI priority score
1,247requests captured this week
47.2%average request close rate
182features auto-shipped
3.4xfaster than a manual roadmap
12 minmedian time to triage
94 / 100average AI priority score
How it works

A feedback loop that
feels like a growth engine.

Three quiet steps from a customer's first idea to a shipped change in production. Nothing in between needs your attention unless you want it to.

01REQ-012 NEW

Collect

Drop a one-line widget into your app. Customers send raw feature wishes the moment they think of them — no portal, no friction.

02AI score · 9.4

Rank

Feature Fast groups duplicates, scores by impact, and surfaces the request a paying customer is quietly waiting on.

03shipped · 12m

Ship

Open a PR, merge, ship. Feature Fast closes the loop with the requester and adds the change to your changelog.

What's inside

Built like a product team
with one quiet engineer.

Five interlocking pieces — each pulling weight on a part of the workflow you'd otherwise babysit yourself.

inbox · auto-sort
  • REQ-012Auto-add labels from request URL94
  • REQ-011Slack thread when a feature ships81
  • REQ-010Bulk-merge duplicate requests73
  • REQ-009Roadmap embed for changelog64

Intelligent inbox

Requests auto-rank as new ones land. The top item is what a paying customer is actually waiting on.

ask feature fast

Plain-English commands

Ask "group dark-mode" or "score by impact" — Feature Fast handles the messy clustering for you.

ship calendar · today
Mon2 shipped
Tue5 shipped
Wed1 building
Thu3 shipped
Fri2 building
Sat

Live shipping status

Customers get pinged the moment their request goes live. You stay in flow.

roadmap streamlive · this week
shipped

Bulk-archive shipped requests

REQ-200
building

Slack thread on every ship

REQ-201
triaged

GitHub label sync

REQ-202
shipped

Markdown changelog export

REQ-203
shipped

Inline reply from inbox

REQ-204
building

Notion 2-way sync

REQ-205
triaged

Public roadmap embed

REQ-206
shipped

Auto-tag billing feedback

REQ-207
shipped

Bulk-archive shipped requests

REQ-208
building

Slack thread on every ship

REQ-209
triaged

GitHub label sync

REQ-210
shipped

Markdown changelog export

REQ-211
shipped

Inline reply from inbox

REQ-212
building

Notion 2-way sync

REQ-213
triaged

Public roadmap embed

REQ-214
shipped

Auto-tag billing feedback

REQ-215

Roadmap stream

Every shipped, in-flight, and triaged request scrolls by — drop it on Slack, Notion, or your changelog page.

auto replybrand voice

To: dustin@northbeam

Re: REQ-012

Hey Dustin —

Your label-sync request shipped this morning.

Open a PR with [REQ-012] and the labels apply.

Anything else you've been waiting on? Reply here.

Auto-replies that sound human

When a request ships, the requester gets a short, on-brand note in their inbox. You write it once.

“We replaced three Notion pages, a Slack channel, and a half-broken Airtable with one inbox. Our changelog finally feels alive — and our two paying customers who'd been waiting on label sync got pinged the same morning we shipped it.”
AV

Anders Voss

CTO · Northbeam

shipped 47 features last quarter
Pricing that fits a side project

Free until you have customers.
Honest from the first dollar.

No seat tax, no annual lock-in, and the auto-ship credits roll over. See exactly what you'd pay before you sign up.

starter

$0

up to 50 requests / mo

indie

$19

500 requests · 20 ships

team

$49

2,000 · unlimited ships

overage

$0.04

per request, after that

Ready when you are

Ship the features
your customers asked for.

One line of code captures every request. Feature Fast does the rest — ranking, replying, and (soon) opening the PR.

See pricing