Pain Extractor — Discover Customer Pain Points

The Pain Extractor scans Reddit discussions and uses AI to identify, cluster, and score the pain points your target audience is experiencing. It transforms hours of manual research into actionable insights in minutes.

Written By Alex Frees

Last updated About 1 month ago

What It Does

The Pain Extractor:

  • Searches Reddit for discussions related to your product or market

  • Uses AI to analyze posts and comments for expressed frustrations, complaints, and unmet needs

  • Clusters similar pain points into themes

  • Scores each cluster by severity (1–10)

  • Provides sentiment analysis and supporting quotes

This helps you understand what problems potential customers face, so you can tailor your marketing, product development, and engagement strategy.

How to Run a Pain Extraction

  1. Navigate to Pain Extractor from the sidebar.

  2. Select your target subreddits — you can choose from your configured subreddits or search for new ones.

  3. Optionally enter specific keywords to narrow the search.

  4. Click Run Extraction.

Screenshot: The Pain Extractor input form with subreddit selector, keyword field, and Run Extraction button.

RankGood will:

  1. Fetch recent posts and comments from the selected subreddits

  2. Filter for relevance using your product context

  3. Analyze the content with AI to extract pain points

  4. Present results organized by theme and severity

Understanding the Results

Pain Point Clusters

Results are grouped into thematic clusters. Each cluster represents a category of related pain points.

Screenshot: Pain Extractor results showing clustered pain points with severity scores and quote counts.

Each cluster shows:

Field

Description

Theme

The overarching topic (e.g., "Slow Customer Support", "Pricing Confusion")

Severity Score

A score from 1 to 10 indicating how critical this pain point is — higher means more severe

Quote Count

How many Reddit comments or posts mentioned this pain point

Sentiment

The overall emotional tone (negative, neutral, mixed)

Sample Quotes

Direct excerpts from Reddit showing the pain point in context

Severity Scoring

Score Range

Meaning

8–10

Critical — Widespread frustration with strong negative sentiment

5–7

Moderate — Common complaint but not deal-breaking

1–4

Low — Minor annoyance or isolated complaint

Expanding a Cluster

Click on any pain point cluster to expand it and see:

  • All supporting quotes from Reddit

  • The subreddits where each quote was found

  • Individual sentiment for each quote

  • The original post links

Saving and Exporting Results

After running an extraction:

  • Save as Report — Click Save Report to add the results to your Saved Reports library. You can revisit them at any time.

  • Share — Share the report with team members or stakeholders via a public link.

Screenshot: The Save Report button and share options after running a Pain Extraction.

Tips for Best Results

  • Be specific with subreddits. Targeting 2–5 highly relevant subreddits produces more focused results than scanning broad subreddits.

  • Use keywords to narrow scope. If a subreddit covers many topics, adding keywords helps filter for relevant discussions.

  • Run extractions regularly. Pain points evolve over time. Run monthly extractions to track shifts in customer sentiment.

  • Compare across products. If you manage multiple products, run extractions for each to see how pain points differ.

Usage & Limits

Pain Extractions use your Opportunity Scan quota. Each extraction counts as one scan.

Plan

Included Monthly Scans

Direct Base

30

Direct Full Suite

30

Agency Starter

300

Agency Pro

750

If you exceed your included scans, additional scans are charged at $2.00 each from your wallet balance.

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