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How to Scrape Reddit Without the Official API

Reddit's API is expensive and rate-limited. Use Scavio's Reddit endpoint to access posts, comments, and threads without OAuth.

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Reddit's 2023 API pricing change made bulk Reddit access prohibitively expensive for most startups. Scavio's Reddit endpoint proxies the public Reddit data layer with no OAuth and no per-app rate caps. This tutorial walks through the common patterns: post search, comment threads, and subreddit monitoring.

Prerequisites

  • Python 3.10+
  • A Scavio API key
  • A subreddit or query target

Walkthrough

Step 1: Search posts by query

Scavio returns Reddit posts ranked by relevance or recency.

Python
import requests, os
API_KEY = os.environ['SCAVIO_API_KEY']

def search(query, time='month'):
    r = requests.post('https://api.scavio.dev/api/v1/reddit/search',
        headers={'Authorization': f'Bearer {API_KEY}'},
        json={'query': query})
    return r.json()["data"].get('results', [])

Step 2: Pull comments for a thread

Pass the post URL or id.

Python
import requests, os
API_KEY = os.environ['SCAVIO_API_KEY']
H = {'Authorization': f'Bearer {API_KEY}', 'Content-Type': 'application/json'}

def comments(post_id):
    # post_id is the fullname (t3_...) or bare id from a search result.
    r = requests.post('https://api.scavio.dev/api/v1/reddit/post/comments',
        headers=H, json={'post_id': post_id})
    r.raise_for_status()
    return r.json()['data'].get('comments', [])

for c in comments('t3_1v6ngaf')[:5]:
    print(c['author'], '-', c['text'][:80])

Step 3: Monitor a subreddit

New posts in r/MachineLearning every hour.

Python
def watch(subreddit):
    r = requests.post('https://api.scavio.dev/api/v1/reddit/search',
        headers={'Authorization': f'Bearer {API_KEY}'},
        json={'query': f'subreddit:{subreddit}'})
    return r.json()["data"].get('results', [])[:25]

Step 4: Filter for buyer intent

Regex for 'looking for', 'recommend', 'alternative'.

Python
import re
BUYER = re.compile(r'\b(looking for|recommend|alternative to|help me)\b', re.I)

def intent(posts):
    return [p for p in posts if BUYER.search(p.get('title', '') + p.get('selftext', ''))]

Step 5: Write to a CSV for SDRs

One row per intent signal.

Python
import csv
def export(posts):
    with open('reddit_intent.csv', 'w') as f:
        w = csv.DictWriter(f, fieldnames=['title', 'url', 'subreddit'])
        w.writeheader(); w.writerows(posts)

Python Example

Python
import os, requests

API_KEY = os.environ['SCAVIO_API_KEY']

def reddit(query):
    r = requests.post('https://api.scavio.dev/api/v1/reddit/search',
        headers={'Authorization': f'Bearer {API_KEY}'},
        json={'query': query})
    return r.json()["data"].get('results', [])

for p in reddit('looking for serp api')[:10]:
    print(p['title'], p['url'])

JavaScript Example

JavaScript
const API_KEY = process.env.SCAVIO_API_KEY;
export async function reddit(query) {
  const r = await fetch('https://api.scavio.dev/api/v1/reddit/search', {
    method: 'POST',
    headers: { 'Authorization': `Bearer ${API_KEY}`, 'Content-Type': 'application/json' },
    body: JSON.stringify({ query })
  });
  return (await r.json()).data.results;
}
const posts = await reddit('looking for serp api');
console.log(posts.slice(0, 10));

Expected Output

JSON
25 posts per subreddit watch, filtered to ~3-5 buyer-intent signals. Typical SDR workflow: 10 minutes/day, 5-15 qualified leads per week.

Related Tutorials

    Frequently Asked Questions

    Most developers complete this tutorial in 15 to 30 minutes. You will need a Scavio API key (free tier works) and a working Python or JavaScript environment.

    Python 3.10+. A Scavio API key. A subreddit or query target. A Scavio API key gives you 50 free credits on signup.

    Yes. The free tier includes 50 credits on signup, which is more than enough to complete this tutorial and prototype a working solution.

    Scavio has a native LangChain package (langchain-scavio), an MCP server, and a plain REST API that works with any HTTP client. This tutorial uses the raw REST API, but you can adapt to your framework of choice.

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    Start Building

    Reddit's API is expensive and rate-limited. Use Scavio's Reddit endpoint to access posts, comments, and threads without OAuth.

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