Customer Complaint Miner
Mines Reddit and public review pages for the ten complaints people make most about a product or category, each with verbatim quotes and links.
Language model
Apps: Firecrawl, Reddit
About this kit
Finds the ten complaints that show up most, in the customers' own words.
- Searches Reddit threads and comments, plus the review pages you name, for a product or category
- Groups complaints by the underlying problem and counts how many people raised each
- Reports the top ten with two or three verbatim quotes each, linked and dated
- Runs Mondays at 8:00 AM or on demand; read-only, never posts, votes or messages
How it works
Reddit
Searches the subreddits where people discuss the product or category and reads the threads and comments where complaints are raised and upvoted.
- Search subreddits: Find the communities that discuss the product or category when none were named.
- Get subreddit: Check a named community exists and what it is about before searching it.
- Search posts: Find threads about problems, switching and support inside the 90-day window.
- List posts: Skim a community's recent posts when search returns too little.
- Get post: Read a thread's full text when the search result is only a snippet.
- List comments: Read the comments on the most relevant threads, where the upvoted complaints live.
Firecrawl
Reads the public review pages you name as clean markdown so reviews can be quoted and dated.
- Scrape: Read a named review page and the reviews it shows.
- Search: Find the product's public review pages when none were named.
App access
Firecrawl
All sites
Visible fields
- Url
- Title
- Description
- Markdown
- Links
- Metadata
- Status code
Allowed operations
Reddit
All communities
Visible fields
- Title
- Body
- Author
- Subreddit
- Timestamp
- Score
- Url
- Reply info
Allowed operations
- Get subreddit
- List posts
- Get post
- List comments
- Search posts
- Search subreddits
Setup inputs
- Product or Category
- Review Page URLs
- Subreddits
Setup questions
- Are there complaint themes you already know about and want tracked separately every week?
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