The Problem
Product teams make roadmap decisions based on vocal minority feedback or sales team anecdotes, missing the broader user sentiment visible in Reddit discussions.
How Scavio Helps
- Structured Reddit data for systematic sentiment analysis
- Track feature requests and pain points across subreddits
- Monitor competitor product sentiment for opportunity gaps
- Programmatic access for ongoing sentiment dashboards
- Unfiltered user opinions vs survey response bias
Relevant Platforms
Community, posts & threaded comments from any subreddit
Quick Start: Python Example
Here is a quick example searching Reddit for "notion alternatives frustrations switching reddit 2026":
Python
import requests
API_KEY = "your_scavio_api_key"
response = requests.post(
"https://api.scavio.dev/api/v1/reddit/search",
headers={
"x-api-key": API_KEY,
"Content-Type": "application/json",
},
json={"query": query, "sort": "new"},
)
data = response.json()
for post in data["data"].get("posts", [])[:5]:
print(f"r/{post['subreddit']} — {post['title']}")
print(f" by u/{post['author']}")Built for Product managers, UX researchers, and startup founders
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your reddit sentiment for product decisions solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.
Start with the free tier (250 credits/month, no credit card required) and scale to paid plans when you need higher volume.