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🕵️

Reddit Growth Engine — Turn Discussions into Customers

Missing high-intent Reddit posts while competitors reply first?

Turn Reddit and Hacker News into a predictable customer acquisition channel. AI agents monitor discussions, generate authentic reply drafts, and track which engagements convert — so you capture buying-intent leads before competitors even notice them.

60% lower CAC

Deploy on Clawfy

Setup Time

10 min

Difficulty

Intermediate

Monthly Cost

The Problem

  • 1

    Someone posted 'looking for an alternative to [your competitor]' on Reddit 6 hours ago. Three competitors already replied with helpful comments positioning their products. You missed the window entirely.

  • 2

    You know Reddit drives high-intent traffic, but you have no systematic way to find, engage with, and convert those discussions. It's random — some weeks you catch a thread, most weeks you don't.

  • 3

    You've tried manually commenting on Reddit, but you never know if it actually worked. Did that reply last Tuesday lead to any signups? No idea. You're flying blind with zero attribution.

  • 4

    Your competitor has someone who seems to be everywhere on Reddit — always first to reply with thoughtful, helpful comments. You suspect they have a system, but you're stuck doing it manually.

See it in action

Clawfy Bot

Online

HIGH-RELEVANCE POST DETECTED Platform: Reddit Subreddit: r/SaaS Title: "Looking for a simpler alternative to [Competitor]. Budget is $50/mo." Score: 9/10 Engagement: 12 upvotes, 8 comments (posted 20 min ago) Sentiment: Neutral (comparing options) Why it matters: Direct buying intent for a competitor alternative in your price range. Link: https://reddit.com/r/SaaS/... Reply "summary" for a full discussion analysis, or "draft" for a suggested reply.

summary

Discussion Analysis: Original poster is a solo founder running a B2B SaaS. They find [Competitor] too complex for their 3-person team and want something with a simpler onboarding flow. Comments so far: - 3 users recommended Tool A (praise: easy setup, criticism: limited API) - 2 users recommended Tool B (praise: cheap, criticism: poor docs) - 1 user asked about self-hosted options - Nobody has mentioned your product yet Suggested engagement angle: Highlight your simple setup flow and mention the deploy time advantage. This user values ease of use over feature count. Reply "draft" to get a ready-to-post reply.

What You Get

  • 5-10 qualified leads per week from Reddit — people who are actively looking for a solution like yours and received a helpful, well-timed reply.

  • Reduce customer acquisition cost by 60% compared to paid ads — Reddit leads are free traffic with higher intent than any ad click.

  • Reply drafts ready within 15 minutes of a high-intent post — authentic, helpful comments that position your product naturally without feeling spammy.

  • Full conversion attribution — know exactly which Reddit posts led to website visits, signups, and paying customers. Optimize what works, drop what doesn't.

  • Weekly ROI report showing cost-per-lead from Reddit vs other channels, with recommendations on which subreddits and engagement styles convert best.

What's included

Agent Personas
  • Subreddit

    Scout Agent — scans Reddit and HN continuously, scores posts by relevance and buying intent, and flags high-value opportunities for engagement.

  • Engagement Strategist

    Engagement Strategist Agent — generates contextual, authentic reply drafts that position your product naturally. Analyzes thread context, existing comments, and community tone to craft helpful responses that don't feel like ads.

  • Conversion Analyst

    Analytics Agent — tracks which Reddit engagements led to website visits, signups, and sales. Produces weekly ROI reports, identifies top-converting subreddits and engagement patterns, and optimizes targeting over time.

Skills
  • Multi-Platform Scanning

    Monitors configured subreddits every 30 minutes and Hacker News every 15 minutes for keyword matches and relevant discussions.

  • Relevance Scoring

    Rates each post 1-10 based on brand mentions, buying intent signals, competitor context, and engagement velocity.

  • Sentiment Analysis

    Tags posts as positive, neutral, or negative and tracks sentiment trends over time to detect community mood shifts.

  • Opportunity Detection

    Identifies posts where users express buying intent ('looking for', 'recommend', 'alternative to') and flags them for immediate engagement.

  • Reply Draft Generation

    Generates authentic, helpful reply drafts that position your product naturally. Analyzes thread context, existing comments, poster's specific pain points, and community norms to craft responses that add genuine value — not spam.

  • Conversion Tracking

    Tracks which Reddit engagements led to website visits, signups, or sales using UTM parameters and referral attribution. Builds a feedback loop so the system learns which subreddits, post types, and reply styles convert best.

Configuration
  • Keywords & Subreddits

    Your product name, competitor names, and industry terms to monitor. Include common misspellings. Also specify which subreddits to scan.

  • Alert Thresholds

    Relevance score cutoffs: instant alert (default 8+), daily summary (6+), weekly report only (4+). Tune after the first week to control notification volume.

  • Report Schedule

    When daily summaries (default 6 PM) and weekly intelligence reports (default Monday 9 AM) are delivered to Telegram.

Pricing

Server

$8/mo

Dedicated cloud server, always on

AI Key

$0–15–35/mo

~200 posts scored/day, ~20 detailed analyses, ~10 reply drafts, weekly conversion reports. Uses GPT-4o-mini for scanning, GPT-4o or Claude for reply generation.

BYOK = $0

Template

Free

One-time purchase for premium workflows

Tips & Best Practices

  • Include misspellings and abbreviations of your product name as keywords — people do not always spell things correctly.
  • Monitor 'Ask HN' and 'Show HN' posts closely — these often contain buying intent or direct competitor launches.
  • The Engagement Strategist works best when you give it 2-3 example replies you've written before — it learns your voice and tone.
  • Start with 5-10 subreddits and add more based on conversion data. Let the Analytics Agent tell you where to expand, not your gut.
  • Adjust alert thresholds after the first week — too many alerts leads to notification fatigue.
  • Always review and personalize reply drafts before posting. The AI gets you 80% there, but your authentic voice is what converts.
  • Track conversion results for at least 4 weeks before drawing conclusions — Reddit traffic compounds as threads age and get indexed by Google.
🕵️

Reddit Growth Engine — Turn Discussions into Customers

Free

Deploy on Clawfy