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Agent · Research & analysis

Voice-of-customer language, in their words not yours.

It ranks the threads people actually engaged with, pulls the pain points out verbatim, and writes them to a Google Doc.

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5 stepsRuns on demandWeb search · Filter / Branch · AI call · HTTP request
5chained stepsOn demandrun mode4step types1click to add
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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.

  • ✓Pain points verbatim — the phrasing is the value
  • ✓Ranked by engagement, not recency
  • ✓Content angles drawn from real complaints
  • ✓Delivered straight to a Google Doc
RedditGoogle Docs
Reddit pain-point miner
✓scrape_reddit_topic2.4s
✓rank_by_engagement0.4s
✓extract_pain_points2.0s
✓draft_content_angles1.6s
✓write_google_doc1.1s
5 steps · Runs on demand
Every run logs each step’s input, output and runtime.

The steps

What happens on every run.

1

Scrape Reddit for the topic

The threads where your category is discussed unprompted.

2

Rank by engagement

A Filter step keeps the threads people actually replied to.

3

Extract the pain points

Verbatim, because the phrasing is the asset.

4

Draft the content angles

What to write, given what people keep complaining about.

5

Write it to a Google Doc

Delivered where the team already works.

Before & after

The time this gives back.

Doing it by handyour team
Trawling subreddits~2h
Copying out useful quotes~1h
Turning them into angles~1h
Per topic, by hand~4 hrs
Reddit pain-point minerLive
Agent scrapes and ranksauto
Agent extracts and draftsauto
You read the Doc~20m
One agent run~20 min

Steps that touch the outside world — a CMS, a channel, a live page — gate on human approval. You keep final approval.

FAQ

Questions, answered.

Why verbatim rather than summarised?
Because the exact phrasing is what you want in headlines and FAQ questions. Summarising it back into marketing language throws away the reason to look at Reddit at all.
Does it post anything to Reddit?
No. This agent only reads. If you want to reply, that is the Reddit thread responder, which drafts a comment for your approval and still does not post on its own.
Why Reddit specifically?
It is one of the six sources Mentionova monitors, and answer engines cite it heavily — so the language there both reflects real customers and feeds the answers.

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

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