Leave feedback directly
on your live product
Pin comments to any element. Auto-capture browser context. AI-triage, assign, and resolve — without leaving a single tab.
No screenshot attachments. No Slack threads. No guessing.
Install once.
Capture feedback everywhere.
Annot8 drops into your existing stack with minimal config. Start collecting actionable, element-level feedback across staging and production in the same day.
Create a project
Generate your unique Project ID in the dashboard
Paste the snippet
Add to <head> or <body> — works with any framework
Allowlist your domain
Localhost, staging, or production URLs
Built for your whole team
Everyone ships better when feedback stays in context. Annot8 gives each role exactly what they need.
Product
Triage with full context, not just a description
- ✓AI-suggested priorities on every thread
- ✓Inbox view with status, assignee, and labels
- ✓Resolution tracking across releases
Design
Annotate the live component, not a screenshot of it
Font-size should be 14px per spec, currently 16px
- ✓Click any element to pin a thread to it
- ✓Threads survive redesigns via selector fallback
- ✓Figma integration for design-to-live comparison
QA
Every bug report is already complete before you read it
- ✓Auto-captures browser, OS, viewport, and URL
- ✓Console errors and network traces included
- ✓Structured steps-to-reproduce every time
Engineering
Full reproduction context before you write a line
- ✓CSS selector trail to the exact element
- ✓Performance snapshot with LCP, CLS metrics
- ✓Thread-to-PR linking for full traceability
Everything you need to ship clean releases
Capture visual feedback, route it to the right owner, and verify fixes in context. No tab juggling, no missing details, no guesswork.
Hero value prop feels unclear on /pricing
Value prop should mention "approval workflow" for enterprise buyers. The current headline is too generic.
section.hero-copySimilar thread exists on /features — consider grouping for a copy sprint.
Pin to any element
Click any live element to drop targeted feedback. Comments stay attached through deploys, responsive shifts, and design iterations.
Auto-capture context
Every comment includes browser, viewport, OS, URL, and selector trail. You get complete reproduction context by default.
Resolve & track
Move issues from open to verified with threaded history and clear ownership. Every decision stays discoverable for future releases.
Multiple reviewers flagged that the “Get started” CTA lacks brand voice and urgency. Same pattern observed on /features, /pricing, and /home. Recommend a copy sprint targeting conversion-critical pages.
AI handles
the grunt work
Annot8's AI layer runs automatically on every thread — no prompting, no setup. Just faster triage and less noise for your whole team.
Every thread is labeled Bug, Copy, Design, or Feature on creation
AI reads content and history to recommend urgency before you open the thread
Surfaces similar threads across pages so you fix root causes, not symptoms
Collapse long discussions into a single context-preserving summary
Generate an on-brand response ready to send or edit in seconds
From comment to release,
in one continuous flow
Annot8 keeps product intent, implementation details, and release verification connected. Teams can close loops faster with fewer meetings and less context loss.
Assign feedback directly to owners and squads
Sync threads into existing issue trackers
Track status by environment and release
Verify fixes with side-by-side context
Capture
3 threads todayPin feedback to the exact UI element with browser and viewport metadata.
Route
Auto-assignedConvert threads into prioritized work and sync to your delivery tools.
Resolve
In progressCollaborate in-thread, mark complete, and preserve decision history.
Verify
WaitingConfirm fixes on target environments before release goes live.
Automate the
repetitive parts
Build rules that route, assign, and notify the moment feedback arrives. Stop manually triaging every thread — let the workflow run itself.
Route by URL, issue type, priority, or label
Auto-assign to owners or squads
Notify Slack, email, or webhook on any trigger
Sync critical threads to Jira or Linear automatically
71%
Less status meetings
4.8/5
Reviewer satisfaction
2.4×
Faster release approvals
Every thread becomes
team knowledge
Resolved threads stay attached to their elements. New team members see the full history of decisions, not just the current state.
Comments survive deploys and layout changes
Find past decisions by page, element, or keyword
Everyone sees what was discussed and why
Padding looks off on mobile here — should be 24px not 16px
Font weight should be 600 per design spec, currently rendering as 400
CTA copy needs to match updated brand guide — see Figma comments
Plugs into your workflow
Annot8 connects to the tools your team already uses, so feedback flows into your existing process. Keep context where feedback starts, and execution where delivery happens.
Slack
Get notified on new threads
Jira
Create tickets from comments
Linear
Sync issues automatically
GitHub
Link threads to PRs
GitLab
Attach to merge requests
Figma
Compare design vs live
Notion
Export threads as docs
Vercel
Preview deploy comments
Asana
Create tasks from feedback
Discord
Team alerts in channels
Teams
Notify Microsoft Teams
Trello
Push threads to boards
Slack, Jira, Linear, GitHub, Discord, Teams, Asana, Trello, and more — plus webhooks and a full API
Understand what's breaking
before users report it
Insights aggregate feedback patterns across your product so you can spot recurring issues, measure resolution speed, and prioritize with real data.
See which pages generate the most threads across all environments
Track how fast your team closes the loop, release over release
Know when feedback is going unacknowledged before it becomes a blocker
Faster issue clarity
Fewer screenshot bugs
Install to first thread
Teams shipping with less noise
From product to QA to engineering — Annot8 fits into every role's workflow.
Cut our design review cycles in half. Context survives deploys — the selector fallback actually works.
Alex Chen
Product Manager · Storyblok
I can pin a note to the exact broken button, not describe it in a Slack thread and hope someone understands.
Sarah Mills
Senior Designer · Vercel
Every bug report includes browser, OS, viewport, selector, and console errors. We ship faster because we stop asking follow-up questions.
Marcus Torres
QA Lead · Linear
Frequently asked questions
Everything your product, design, and engineering teams usually ask before rolling out a new feedback workflow.
Can we use Annot8 on production without exposing internal notes?
Yes. Projects are private by default, with invite-only access, role controls, and environment-level visibility so external users never see internal conversations.
Does Annot8 replace Jira, Linear, or GitHub issues?
Not at all. Annot8 handles in-context capture and discussion, then syncs actionable threads into your existing planning and engineering workflow.
Will comments break when we ship new versions?
Anchors are element-aware and include selector paths plus fallback positioning. Threads remain stable through most layout and release changes.
How quickly can a team get started?
Most teams install Annot8, connect one project, and create their first structured feedback thread in under 10 minutes.
Turn feedback into momentum.
Ship confidently, every week.
Free for up to 3 projects. No credit card required.