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A reply that reads like a person wrote it.

Give it a thread URL. It works out what the person is stuck on and drafts a reply that earns the mention.

4 steps · runs on demand · added to your workspace as a draft

Read first

The whole thread. Then one reply.

A reply that ignores what was already said reads like an ad, because it is one.

06 · It stops at a draft. Nothing is posted for you.

r/marketing · the thread you pasted214 points

u/original_poster

We rank fine on Google, but I have no idea if ChatGPT ever recommends us. Rank trackers don’t show it. How are people checking?

u/reply_one

Just ask it yourself every week, that's what we do.

u/reply_two

Tried that. Different answer every time, so which one counts?

LLM call 1 · what they’re actually stuck on

Not “which tool”. They can’t trust a single answer, because it changes between asks.

LLM call 2 · your draftnot posted

THE ANSWEROne ask is a sample of one. Run the same question 10+ times and count how often you’re named. That rate is the number.

THE MENTION, LASTWe built a tool that does this daily, if you’d rather not script it.

The run ends here. Posting it is yours to do.

In, and out

You give it a thread URL. This is what comes back.

Shape
4 steps
On demand
run mode
1
click to add
r/marketing · threaddraft reply

u/original_poster · 214 points

How are people tracking whether ChatGPT actually recommends them? Rank trackers don’t show it.

Your draftanswers the question first

Answers the question first · brand mentioned once, last

Drafted for you to post · nothing is ever posted on your behalf

Illustrative output.

What it does

Pre-built, then yours to customize.

Add it to your workspace in one click. Sensible defaults and example inputs are already filled in.

Reads from · writes to

  • Reddit

The template, step for step

  1. Trigger
  2. HTTP request
  3. LLM call
  4. LLM call

Added to your workspace as a Draft, with example inputs filled in. Every step is yours to change.

  • 01

    Reads the whole thread, replies included

  • 02

    Answers the question first — the mention is secondary

  • 03

    Written in your brand voice, not a template

  • 04

    Never auto-posts — you approve every reply

The steps

What happens on every run.

Reddit thread responder
  • scrape_thread
  • identify_pain_point
  • draft_humanized_comment
  • queue_for_approval

4 steps · Runs on demand0 / 4

Run history keeps each step's output and runtime, and the input of every step that completed.

Before & after

The time this gives back.

The templates that publish put a Human review step before the CMS step, and nothing ever posts to Reddit for you. Review is a step, not a lock: a workflow you build or edit can publish or message a channel without one, so add it wherever you want the sign-off.

Doing it by hand~50 min

Reddit thread responder~7 min

Bars to scale: the time a person spends, each way.

Doing it by handyour team

  • Reading the thread properly~15m
  • Working out the real question~10m
  • Drafting something not salesy~25m

Per thread, by hand~50 min

Reddit thread responderLive

  • Agent reads and analysesauto
  • Agent drafts the replyauto
  • You edit and post~7m

One agent run~7 min

FAQ

Questions, answered.

No. It queues a draft for your approval and posting stays a human action. Automated Reddit commenting is a fast way to get a brand banned, which is not a growth strategy.

It answers the question first and only mentions the brand where that genuinely helps. Reddit communities recognise a reply written to plant a link, and they punish it.

The Reddit pain-point miner surfaces the high-engagement threads in your topic, and the Reddit Engagement Agent ranks them by citation potential.

Free to start

Add this agentto your workspace.

Start free. Customize the steps, run it on demand or on a schedule, and approve anything that ships.