---
title: "Reddit Comment Analysis: Ad Angles From Any Thread"
description: "Paste any Reddit thread and get the comments ranked by relevance, with the pains, desires and objections buyers write in their own words. No API key."
canonical: https://tryadlicio.com/scrapers/reddit-comment-scraper
---

# Reddit Comment Analysis: Ad Angles From Any Thread

Paste any Reddit thread and get the comments ranked by relevance, with the pains, desires and objections buyers write in their own words. No API key.

Reddit's anonymity is why it's honest: people describe problems in plain language and post the long, specific complaints they'd never leave on a brand's page. This Reddit scraper searches public threads at scale, clusters the recurring pains, and ranks them into angles with the verbatim quotes behind each, no Reddit API key or PRAW.

## What can you do with Reddit comments?

- Search a buyer's subreddit for the complaints your hook should answer.
- Pull the verbatim phrases people use to describe the problem.
- Scrape threads around a competitor to find the objections blocking the sale.
- Build a pain-and-objection bank from hundreds of real comments.

## How to do it with Adlicio

1. **Paste a public Reddit thread URL**: Any thread a logged-out visitor can see, or search a topic across subreddits. No Reddit API, no PRAW, no code.
2. **Adlicio reads the comments**: It clusters the recurring pain points, recommendations, and objections across the whole thread in about 60 seconds.
3. **You get ranked angles**: Each with a hook line and the comment quotes behind it, ready for Claude or ChatGPT.

## FAQ

### Does this use the Reddit API?

No. Adlicio needs no Reddit API key, OAuth app, or PRAW. It searches public threads and reads the comments any visitor sees, just across far more at once.

### How is this different from scraping Reddit with Python?

A PRAW or Pushshift script means an API app, rate limits, and building the analysis yourself. Adlicio pulls the comments and returns ranked angles instead of raw JSON.

### What can it pull from Reddit?

Public comments from the threads that match your topic or subreddit. One run can span many threads and subreddits and still come back as one angle report.

### Is scraping Reddit comments allowed?

Adlicio reads publicly visible comments, the same content any logged-out visitor sees. It never posts, votes, or mass-messages, and never touches private or deleted content.

### What do I actually get back?

Ranked angles: the recurring pain points by frequency, the sub-audiences behind them, a hook line for each, and the verbatim Reddit quotes underneath, ready to test as ad copy or drop into Claude or ChatGPT.

## Links

- This scraper: https://tryadlicio.com/scrapers/reddit-comment-scraper
- All scrapers: https://tryadlicio.com/scrapers
- Pricing: https://tryadlicio.com/pricing
- Start free: https://tryadlicio.com/signup