AI moderation that learns your rules
Local models catch spam and toxicity instantly; high-risk content escalates to a review queue. You set the line once.
One script tag adds threaded comments, reactions, and star ratings to any site. AI moderation handles spam and toxicity before you wake up. No ads, no tracking, no selling your readers' data.
Finally, comments that don't shove ads at my readers. Switched over in an afternoon.
Appreciate it, Sarah. Privacy was the whole reason I built it.
Drops into the stack you already run
Most embeddable comments fund themselves by watching the people reading your site. Lipwalk funds itself the boring way: you pay for it.
Moderation, ratings, reactions, and analytics, in one embed you set up once and forget about.
Local models catch spam and toxicity instantly; high-risk content escalates to a review queue. You set the line once.
Collect 3, 5, or 10-star ratings and emit valid AggregateRating schema, so your pages are eligible for review stars in search results.
Pick a per-site reaction set, up to six, that captures what readers actually did, not just a thumbs up.
No ad networks, no fingerprinting. IP addresses are salted, hashed, and discarded. Funded by subscriptions, not surveillance.
Sentiment, engagement, and the threads doing the most work, without a data broker in sight.
REST API, webhooks, and typed SDKs. Theme the widget to your brand or wire it into your own UI. Defaults are sane; everything is overridable.
Paste one div and one script tag. Works with any framework, CMS, or static site. Theme it to match, or leave the defaults.
<!-- where comments should appear -->
<div id="lipwalk-comments" data-page-id="my-post-42"></div>
<script src="https://js.lipwalk.com/embed.js" data-lipwalk-site-key="YOUR_SITE_KEY" async></script># point any MCP agent at your comments
$ claude mcp add lipwalk \
--env LIPWALK_API_KEY=lw_... \
-- npx -y @lipwalk/mcp
✓ lipwalk connected
tools: read · reply · moderate · summarizeLipwalk ships an MCP server. Point Claude Code, Claude Desktop, or a scheduled bot at a site with one command and an agent key. Other comment systems were built for 2012; this one talks to your agents.
Usage-based credits, not pageview tiers. Cached reads are free, so being popular costs nothing. Start free; paid plans from $25/month.
One site, real comments, 5,000 monthly credits. No card.
Starter ($25/mo) and Enterprise too. See every plan and how credits work.