It sorts itself
Every new comment is read by AI and instantly tagged with a category, status and sentiment. Your board organizes itself while you sleep.
Feedback widget · AI triage · MCP for your agent
One line of code captures every comment with full context. AI tags it. Then you tell your coding agent — “work on feedback #f_abc123” — and it ships.
New
Dark mode please 🙏
Checkout fails on Safari
Under review
Add CSV export
In progress
Faster mobile load
How it works
A one-line widget captures every comment alongside page, device, browser, OS, timezone and any metadata you attach. No more guessing what the user meant.
The moment feedback lands, AI reads it and assigns a category, a status and a sentiment — then drops it on the right board column for you.
Ask your coding agent to pull the feedback via MCP and work on it — page, device, and a work brief included. Or drag it across the board and reply in the visitor’s language.
Powered by AI
AI does the triage. MCP hands the brief to your coding agent. You make the calls.
Every new comment is read by AI and instantly tagged with a category, status and sentiment. Your board organizes itself while you sleep.
Write your answer once. We translate it into the visitor’s own language before it hits their inbox. Support everyone, speak everything.
Connect MCP once. Say “work on feedback #f_abc123” in your coding agent — it pulls the brief and you ship.
Everything in one tool
Paste a single script tag. The widget is live in under two minutes, on any stack.
Brand it your way: colors, copy, trigger button, auto-display rules and mobile behavior.
Sets no cookies and collects no personal data by default. Friendly to GDPR and to your users.
Log feedback from a support call or sales chat by hand — message, email, tag, notes.
Simple by design
You don't need a developer. Copy your snippet, paste it once, and the widget goes live — with a guided checklist confirming every step. On Unlimited, paste one MCP token into your coding agent and work on feedback by ID.
Grab your personal snippet and drop it anywhere in your page. One line — no config, no build step.
An interactive checklist walks you through the install and confirms it’s working — zero guesswork.
Webflow, WordPress, Shopify, Wix, plain HTML… if it opens in a browser, the widget just works.
Connect MCP once and say “work on feedback #f_abc123”. Unlimited plan.
<!-- Paste this one line. That's the whole setup. -->
<script src="https://litefeedback.com/min.js" defer></script>We walk you through it
See it move
Pricing
Free forever
Free forever
One website
$86.4/yr billed yearly · save $58
14-day free trial
No card today · cancel anytime
Recommended
Unlimited websites
$208.8/yr billed yearly · save $139
14-day free trial
No card today · cancel anytime
Wall of love
Founders, makers and teams who collect feedback without the bloat.
LiteFeedback is the ideal feedback gathering mechanism for Practice Insight, an open-source data visualization tool for Insight Timer users that I recently built. It has minimal dependencies, loads quickly, and was easy to implement. [...] I highly recommend LiteFeedback for anyone looking for a simple but effective way to collect feedback from users for their application.
The AI features Lite Feedback offers really changed the way I build my products. AI triage, sentiment analysis and MCP connection are all incredibly helpful and drastically decreased the amount of time I spend on feedback.
FAQ
Paste a single script line into your site’s header. The widget goes live immediately — no build step, works on any stack.
Collect in two minutes. Ship from your editor when you’re ready — no credit card, no cookies.