Circle communities tend to be smaller and more personal than a Discord server or a public forum — a creator's paid membership, a cohort-based course, a professional group where people expect the person running it to actually show up. That's exactly why the same question landing in five different spaces, or the same onboarding question arriving from every new member in the first week, gets exhausting fast. You didn't build a community to spend your mornings re-explaining where the course materials are.
How it connects
Circle doesn't have a native webhook app the way some platforms do — the connection runs through Circle's own Workflows feature. You create one workflow triggered on New post and a second on New comment, each pointed at a webhook URL answerLoops gives you, with a kind=post or kind=comment parameter so answerLoops knows which one it's reading (Circle's webhook payload shape isn't fixed, so this avoids guessing). A secret token goes in the request header, or the URL if your workflow action can't set headers.
You also generate an Admin V2 API token from Settings → Developers → Tokens. Workflow payloads sometimes arrive thin — a post ID without the full body — so answerLoops calls back to Circle's API with that token to fetch the complete content when it needs to.
From there you pick which spaces to watch (or leave it blank to cover the whole community), and every new post or comment in those spaces runs through triage, retrieval against your knowledge base, and a confidence check before anything gets drafted.
What actually happens to a new post
A member posts a question. answerLoops pulls the full content if the webhook payload didn't include it, checks it against what your community actually has documented, and produces a draft. If the confidence score clears your threshold — 0.8 by default — and automatic replies are turned on for that channel, the answer posts on its own. If it doesn't clear the bar, the draft sits in your ticket queue for someone to approve, edit, or dismiss, and you can set an escalation user to get pinged on the ones that need a person (that routing is on Pro and Enterprise plans).
Posts under ten characters get skipped outright — a "thanks!" or a stray comment doesn't need a triage pass.
Why the reviewed-first default matters here specifically
A Circle community usually runs on trust in a way a big anonymous Discord doesn't. Members paid for access to this specific person's or team's answers. An AI reply that's confidently wrong in that context costs more than it would in a general chat channel — so automatic replies stay off until you've actually reviewed a batch of drafts and trust what's coming out. Once you turn it on, it only fires for the questions that clear your confidence bar; everything else still waits for a human.
The actual payoff
The questions that repeat — where's the replay of last week's call, how do I cancel, what's included in this tier — stop needing a person every single time they come up. What lands in front of you instead is the smaller set of things your knowledge base doesn't cover yet, which is a much better use of a creator's or a community manager's actual time than typing the same three answers on a loop.