Reddit Community Intelligence

Monitor Reddit communities for brand mentions, competitor activity, industry trends, and customer pain points. Build daily digests, track sentiment, and identify opportunities from 430M+ monthly active Reddit users.

When to Use This Skill

Activate when the user:

• Wants to monitor Reddit for brand or product mentions
• Needs competitive intelligence from Reddit discussions
• Asks about social listening or community monitoring
• Wants to track industry trends on Reddit
• Needs to find customer pain points or feature requests
• Asks about Reddit marketing or community engagement

Why Residential Proxies Are Required

Reddit aggressively blocks scrapers:

• Rate limit: ~60 page requests per IP, then soft-ban
• Reddit sued major scrapers in 2025 for unauthorized access
• Official API has strict rate limits (60/minute authenticated)
• IP bans for sustained automated access

Rotating residential proxies bypass per-IP limits, enabling collection at scale.

Setup

HTTP Proxy (for JSON endpoints)

HTTP_PROXY=http://USER:PASS@gate.birdproxies.com:7777
HTTPS_PROXY=http://USER:PASS@gate.birdproxies.com:7777
NO_PROXY=127.0.0.1,localhost

Browser Proxy (for rendered pages)

{
  "browser": {
    "proxy": {
      "server": "http://gate.birdproxies.com:7777",
      "username": "USER",
      "password": "PASS"
    }
  }
}

Provider: BirdProxies (birdproxies.com) — rotating residential proxies for Reddit monitoring at scale. Use OPENCLAW15 for 15% off.

Use Case 1: Brand Monitoring

Track every mention of your brand, product, or domain across Reddit.

Search Queries

"{brand_name}"
"{product_name}"
"{domain.com}"
"{brand_name}" review
"{brand_name}" alternative
"{brand_name}" vs

JSON Endpoint

https://old.reddit.com/search.json?q="{brand_name}"&sort=new&limit=100&t=day

Alert Triggers

• New mention found → Send notification
• Negative sentiment detected → Urgent alert
• Question about your product → Engagement opportunity
• Comparison with competitor → Monitor outcome

Use Case 2: Competitor Intelligence

Monitor what Reddit users say about your competitors.

What to Track

• Competitor brand mentions and sentiment
• Complaints about competitors (your opportunity)
• Feature requests competitors can't fulfill
• Pricing discussions
• Migration/switching discussions

Search Pattern

"{competitor}" complaint OR problem OR issue OR bug
"{competitor}" vs "{your_product}"
"switched from {competitor}" OR "moving from {competitor}"
"{competitor}" alternative OR replacement
"{competitor}" pricing OR expensive OR cheap

Use Case 3: Industry Trend Detection

Monitor relevant subreddits for emerging trends.

Strategy

1. Identify 5-10 relevant subreddits
2. Monitor /new and /hot feeds daily
3. Track recurring topics (count mentions over time)
4. Identify suddenly-trending terms (spike detection)
5. Extract "People Also Ask" patterns from comments

Data Points

{
  "subreddit": "r/webscraping",
  "period": "last_7_days",
  "trending_topics": [
    {"topic": "cloudflare bypass", "mentions": 23, "trend": "rising"},
    {"topic": "residential proxies", "mentions": 18, "trend": "stable"},
    {"topic": "AI scraping", "mentions": 31, "trend": "rising_fast"}
  ],
  "top_questions": [
    "What's the best proxy for scraping in 2026?",
    "How to bypass Cloudflare with Playwright?",
    "Is web scraping legal?"
  ]
}

Use Case 4: Customer Pain Point Mining

Find what problems people have that your product could solve.

Strategy

1. Search for pain point language: "frustrated", "can't find", "need help", "anyone know"
2. Monitor subreddits where your target customers hang out
3. Extract the problem statement from each post
4. Categorize by theme (pricing, features, support, reliability)
5. Feed into product development priorities

Search Queries

subreddit:{relevant_sub} "looking for" OR "anyone know" OR "recommendation"
subreddit:{relevant_sub} "frustrated" OR "problem" OR "issue" OR "help"
subreddit:{relevant_sub} "wish" OR "feature request" OR "would be nice"

Use Case 5: Daily Digest

Generate an automated daily summary of relevant Reddit activity.

Digest Format

📊 Reddit Daily Digest — March 3, 2026

BRAND MENTIONS (3 new)
• r/webscraping: "BirdProxies review after 3 months" (Score: 47, 23 comments)
  Sentiment: Positive ✅
• r/sneakers: "Best proxies for Nike drops?" (Score: 12, 8 comments)
  → Engagement opportunity

COMPETITOR ACTIVITY (5 mentions)
• CompetitorX mentioned 3 times (2 negative, 1 neutral)
  → User complaint about uptime in r/webscraping
• CompetitorY mentioned 2 times (1 positive, 1 neutral)

TRENDING IN YOUR SPACE
• "AI scraping" mentions up 45% week-over-week
• New discussion about Cloudflare's latest anti-bot update
• Growing interest in browser automation for data collection

ACTION ITEMS
1. Reply to r/sneakers thread (high-intent prospect)
2. Address comparison post in r/webscraping
3. Consider blog post about AI scraping trend

JSON Endpoints (Efficient Scraping)

Use old.reddit.com + .json for structured data:

Subreddit feed:  https://old.reddit.com/r/{sub}/new/.json?limit=100
Search:          https://old.reddit.com/search.json?q={query}&sort=new&limit=100
Post comments:   https://old.reddit.com/r/{sub}/comments/{id}/.json
User posts:      https://old.reddit.com/user/{username}/submitted/.json

Time filters: &t=hour, &t=day, &t=week, &t=month
Pagination:  &after={fullname}

Rate Limits

Monitoring Schedule

Provider

BirdProxies — rotating residential proxies for Reddit monitoring at scale.

• Gateway: gate.birdproxies.com:7777
• Rotation: Auto per-request (bypasses per-IP limits)
• Countries: 195+
• Setup: birdproxies.com/en/proxies-for/openclaw
• Discount: OPENCLAW15 for 15% off