ProductLog
Feature · AI Assist

Built for teams who ship with AI.

Draft release notes from a few rough notes, get suggested tags and likely-duplicate flags the moment a post lands, and let ProductLog quietly draft the changelog and open feedback for you. Always a draft, always a suggestion — you stay in control.

Drafts & suggestions only — never auto-published Bring your own Anthropic key
What AI Assist does

Two honest kinds of help.
Both keep you in the driver's seat.

Model-calling features you opt into with your own Anthropic key, and free automations that don't call a model at all — they just pre-fill the next step for you to edit.

Write with AI Pro

Turn a rough title and a few notes — or a shipped roadmap item — into polished, editable release notes.

AI triage Pro

Every new feedback post gets suggested tags and a flag for likely duplicates in the same project — review and apply.

Ship → draft changelog Free

Move a roadmap item to Shipped and ProductLog drafts the changelog entry — pre-filled with the feedback that asked for it.

Detractor → feedback Free

A low-score NPS comment opens an Under-Review feedback post automatically, so the unhappy signal never gets lost.

AI Assist · Pro and up · your own key

Write with AI Pro

Staring at an empty editor? Drop in a title and a few bullet notes — or pick a roadmap item you just shipped — and Write with AI hands back a clean first draft of the release notes. Keep what works, rewrite the rest. The editor is yours; AI just gets you off the blank page.

  • Draft from a rough title and a few notes
  • Or expand a shipped roadmap item into release notes
  • The draft lands in the rich editor — accept, edit, or regenerate
  • Nothing is ever published until you press publish
Bring your own Anthropic key. AI Assist calls the model with your key and returns a draft for you to edit — your prompts and content go straight to Anthropic, not through us, and nothing is auto-published. Available on Pro and up.
AI Assist · Pro and up · your own key

AI triage Pro

The moment a feedback post lands, AI triage reads it and suggests a short set of tags, then flags any posts in the same project that look like the same request. You skim the suggestions and apply the ones that fit — nothing is tagged or merged for you.

  • Suggested tags on every new post — apply with one click
  • Likely-duplicate candidates surfaced from the same project
  • Suggestions only — you decide what to tag and what to merge
Not the same as similar-post detection. Your public boards already use fast keyword matching to nudge customers toward existing posts as they type — that's free and model-free. AI triage is a separate, AI-powered step for your team that suggests tags and duplicate candidates. Available on Pro and up.
Free · on every plan · no model required

Automations that move work along
without calling a model.

These bridges don't use AI at all — they just connect the modules you already run, drafting the obvious next step so it's waiting for you to edit. Always on, always a draft, always yours.

Ship a roadmap item → changelog draft

Move a roadmap item to Shipped and ProductLog drafts the changelog entry for you — pre-filled with the feedback that asked for it. Polish it by hand, or finish it with Write with AI, then publish.

Roadmap: Shipped Changelog draft

A detractor comment → feedback post

When someone leaves a low NPS score with a comment, ProductLog opens an Under-Review feedback post from it automatically — so the unhappy signal becomes a tracked, votable item instead of a line in a spreadsheet.

NPS detractor Feedback · Under review
Guardrails

AI that drafts, never decides.

Three rules hold across everything above — so you can lean on AI without losing the final say.

Drafts & suggestions only

Nothing is ever auto-published or auto-merged. Every AI output lands as an editable draft or a suggestion you choose to apply.

Bring your own key

Model-calling features use your own Anthropic API key. No key, no model calls — the free model-free bridges still run.

Privacy by design

AI Assist is opt-in per project and calls your provider with your key. Your public pages stay script-free — there's no third-party AI tracker on them.

Let AI draft it. You ship it.

Free model-free bridges on every plan. Add your Anthropic key for Write with AI and AI triage on Pro. Free forever to start.