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How Reddit Intelligence Works: A Complete Guide

Federico Pascual avatar
Written by Federico Pascual
Updated over 5 months ago

👋 Welcome! If you're looking to transform Reddit conversations into actionable audience insights that drive your content strategy, you've come to the right place.

In this guide, we'll explore how Reddit Intelligence helps you understand what your target audience truly cares about by analyzing real-time Reddit discussions. You'll learn how to set up your dashboard, gather meaningful data, and leverage powerful analytics tools to uncover trends, sentiment patterns, and content opportunities. By the end, you'll be equipped to use Reddit Intelligence to create content that genuinely resonates with your audience.

Let's dive in! 🚀


What Can You Do with Reddit Intelligence?

Reddit Intelligence is a premium add-on that transforms the overwhelming task of manual Reddit research into an automated, AI-powered intelligence system. It continuously monitors the subreddits you specify and provides deep insights into:

  • Audience Understanding: Discover what topics your target audience discusses most, their current pain points, and emerging interests in real-time.

  • Competitive Intelligence: Track how your audience talks about competitors and tools, understanding sentiment shifts and identifying opportunities to differentiate your content.

  • Content Strategy: Uncover trending topics before they peak, identify content gaps in discussions, and understand the exact language your audience uses.

  • Community Insights: Identify influential voices in your niche, discover the most shared content, and understand which discussions drive the most engagement.

With these insights, you can move beyond assumptions and create content based on what your audience actually cares about right now.


Process Overview

Using Reddit Intelligence involves three main phases: Setup, Data Gathering, and Analysis.

1. Setup

You begin by subscribing to Reddit Intelligence and completing a personalized onboarding process. This includes specifying which subreddits to monitor, defining topics and competitors or tools to track, and scheduling a setup call with our team to refine your requirements.

2. Data Gathering

Once configured, Reddit Intelligence automatically collects threads and comments from your specified subreddits multiple times daily. This continuous monitoring ensures you always have current data about your audience's discussions.

3. Analysis

Access your custom dashboard to explore insights through various analytical tools, from high-level metrics to detailed sentiment analysis. Use filters to slice data by date ranges, topics, competitors, and more to uncover precisely what you need.


Getting Started: The Setup Process

Setting up Reddit Intelligence involves a personalized onboarding process designed to ensure your dashboard matches your audience research needs.

Subscription Requirements

Since Reddit Intelligence is a standalone premium add-on, the setup process follows these steps:

  1. Create Your Account: First, sign up for a WordCrafter Core free trial to establish your account

  2. Subscribe to Reddit Intelligence: Choose your preferred plan (Basic, Standard, or Premium)

  3. Optional Core Subscription: If you only need Reddit Intelligence, you can cancel WordCrafter Core—your Reddit Intelligence subscription continues independently

The Onboarding Journey

After subscribing, you'll go through a structured onboarding process:

Step 1: Complete Setup Form (Day 1)

Immediately after subscribing, you'll access a setup form where you'll specify:

  • Subreddits to Monitor: Choose up to your plan limit (10-30 subreddits depending on your plan)

  • Topics for Analysis: Define at least 2 topics with 25+ word descriptions to help our AI accurately categorize discussions

  • Competitors/Tools to Track: Specify at least 2 competitors or tools with detailed descriptions for precise tracking

Step 2: Schedule Your Setup Call (Within 1-2 business days)

You'll receive a Calendly link to schedule a 30-minute setup call with our team. During this call, we'll:

  • Review your requirements in detail

  • Help refine your tracking parameters

  • Ensure your dashboard configuration aligns with your business goals

  • Answer any questions about maximizing Reddit Intelligence

Step 3: Dashboard Creation (1-2 business days after call)

Our team builds your custom dashboard based on your specifications. Once complete, your dashboard appears in your account at this URL, ready to start delivering insights.

The entire process typically takes 3-5 business days from subscription to having a fully functional dashboard.


How Data Gathering Works

Once your dashboard is live, Reddit Intelligence begins its automated monitoring process:

Continuous Collection

The system automatically gathers new threads and comments from your defined subreddits multiple times per day, every day. This ensures you always have access to the latest discussions and emerging trends.

Data Processing

As data is collected, our AI models immediately:

  • Categorize each thread and comment by your defined topics

  • Identify mentions of competitors and tools you're tracking

  • Analyze sentiment (positive, neutral, negative, mixed)

  • Extract keywords and relevant expressions

  • Identify links shared in these conversations

  • Track engagement metrics like upvotes and comment counts

Data Limits and Retention

Your plan determines:

  • Monthly Limits: How many threads and comments are collected (10,000 to 250,000 per month). When you reach your monthly limit, data collection pauses until the next billing cycle begins.

  • Data Retention: How long historical data remains accessible (180 to 720 days). After the retention period, the data is deleted from our database.


Navigating the Dashboard Features

The Reddit Intelligence dashboard provides multiple analytical tools to help you extract actionable insights from Reddit conversations. Let's explore each feature in detail:

Metrics Card

The Metrics Card provides high-level information about the data matching your current filter selection:

  • Total Threads: Number of Reddit posts in your filtered dataset

  • Total Comments: Number of responses across all threads

  • Average Upvote Score: Mean engagement score indicating content quality

  • Comments per Thread: Average discussion depth for filtered content

These metrics help you quickly understand the scale and engagement level of discussions around your filtered criteria.

Top Trends

This powerful feature uses AI to automatically analyze all threads and comments matching your filter criteria, surfacing key insights and emerging patterns on demand:

Top Trends helps you:

  • Spot trending topics and discussions before competitors catch on

  • Identify sudden shifts in audience interests or concerns

  • Discover unexpected connections between topics

  • Understand the "why" behind audience discussions

The AI analyzes thousands of conversations to extract the most important patterns, saving hours of manual research and ensuring you never miss critical insights.

Deep Dive Functionality

Each identified trend includes a "Deep Dive" button that opens the AI Assistant for comprehensive analysis. When you click Deep Dive, the AI Assistant provides:

  • Detailed breakdown of the trend with specific examples from Reddit discussions

  • Direct quotes and links to relevant threads demonstrating the trend

  • Analysis of sentiment and underlying causes

  • Context about why this trend matters for your business

  • Actionable recommendations based on the trend

For example, clicking Deep Dive on a trend about "Google's impact on businesses" might reveal specific algorithm updates affecting traffic, real revenue numbers shared by users, and emerging diversification strategies being discussed—complete with links to the actual Reddit conversations for verification:

Topic Analysis

Topic Analysis provides comprehensive understanding of what subjects your audience discusses most. The feature includes:

Overview Tab:

  • Bar chart showing topic distribution across all conversations

  • Percentage breakdown of how much each topic is discussed

  • Quick identification of dominant themes in your niche

Trending & Falling Tab:

  • Topics gaining momentum (trending up)

  • Topics losing relevance (trending down)

  • Percentage changes to quantify shifts

  • Early warning system for content opportunities

Topics Over Time:

  • Line graph visualizing topic evolution

  • Identify seasonal patterns and trends

  • Spot emerging topics before they peak

  • Track the lifecycle of discussions

You define custom topics during setup (like "AI and SEO," "Content Marketing," "Keyword Research"), and the AI categorizes all conversations accordingly, providing precise insights into what matters most to your audience.

Competition/Tool Analysis

This feature tracks how your audience discusses competitors and tools, offering:

Overview Tab:

  • Bar chart showing mention frequency for each competitor/tool

  • Market share of voice analysis

  • Quick competitive landscape assessment

Trending & Falling Tab:

  • Competitors gaining or losing mindshare

  • Percentage changes in mention frequency

  • Early indicators of market shifts

  • Opportunities to capitalize on competitor weaknesses

Tools Over Time:

  • Historical view of competitor mentions

  • Identify when competitors gain/lose traction

  • Spot correlation with product launches or updates

  • Track long-term market dynamics

This intelligence helps you understand competitive positioning and identify opportunities to differentiate your content and offerings.

Sentiment Analysis

Sentiment Analysis reveals how your audience feels about different topics, competitors, and trends through multiple views:

Sentiment by Tool:

  • Stacked bar charts showing positive, neutral, negative, and mixed sentiment

  • Quickly identify which tools/competitors have the best reputation

  • Spot opportunities where negative sentiment creates content openings

Sentiment by Topic:

  • Understand emotional response to different subjects

  • Identify controversial or polarizing topics

  • Find topics with overwhelmingly positive sentiment for content ideas

Sentiment Over Time:

  • Track how feelings evolve about specific subjects

  • Identify sentiment shifts that signal market changes

  • Spot crisis moments or positive momentum

Overall Sentiment:

  • Pie chart of general sentiment distribution

  • Understand the overall mood of your target community

  • Benchmark against industry expectations

Keyword Analysis

This feature discovers the most relevant expressions and actual language used across conversations:

  • Word Cloud Visualization: Larger words indicate higher frequency

  • Authentic Language: Capture how your audience actually speaks

  • SEO Optimization: Use discovered keywords in your content

  • Content Ideas: Identify phrases that resonate with your audience

Understanding the exact words and phrases your audience uses helps you create content that speaks their language and improves SEO performance.

Top Shared Links

Identifies the most frequently shared external resources in discussions:

  • Popular Resources: Discover what content your audience values

  • Content Partnerships: Identify potential collaboration opportunities

  • Competitive Intelligence: See which competitor content gets shared

  • Content Gaps: Find types of content your audience seeks but can't find

This insight helps you understand what types of content truly resonate with your community.

Top Authors

Tracks the most influential contributors based on engagement scores:

  • Author Rankings: Listed by total engagement score

  • Post Metrics: Number of threads and comments per author

  • Influence Mapping: Identify key voices in your community

  • Outreach Opportunities: Find potential brand advocates or contributors

Building relationships with influential community members can amplify your content reach and credibility.

Top Reddit Threads

Surfaces the most impactful discussions in your monitored subreddits:

  • High-Engagement Content: Threads sorted by upvotes and comments

  • Content Themes: Understand what drives major discussions

  • Timing Insights: See when impactful threads are posted

  • Deep Dives: Click through to analyze specific conversations

These threads often reveal the most pressing concerns and interests of your audience.

Top Reddit Comments

Highlights the most impactful individual responses:

  • Valuable Insights: Comments that resonated most with the community

  • Expert Opinions: Often features detailed, authoritative responses

  • Common Solutions: Frequently upvoted advice and recommendations

  • Pain Points: Highly engaged complaints or frustrations

Top comments often contain the most valuable insights about what your audience truly values.

Advanced Filters

Powerful filtering capabilities let you slice and dice data to uncover precise insights:

Available Filters:

  • Date Range: Focus on specific time periods

  • Keywords: Search for specific terms or phrases

  • Sentiment: Filter by positive, negative, neutral, or mixed

  • Topics: Analyze specific subjects you're tracking

  • Competitors/Tools: Focus on specific competitive mentions

  • Subreddits: Examine individual communities

  • Authors: Track specific contributors

  • Discussion Type: Separate threads from comments

  • Score (Upvotes): Filter by engagement level

Filter Combinations: Stack multiple filters to answer specific questions like "What negative sentiment exists about Competitor X in r/SEO during the last 30 days?" or "What are the most upvoted threads about AI content in the past week?"

AI Assistant

To access the AI Assistant, click the "AI Assistant" button located at the bottom right of your dashboard:

This opens a conversational interface that transforms complex data analysis into simple conversations:

Natural Language Queries: Ask questions in plain English like:

  • "What is the most unexpected pattern or trend you have discovered in this data?"

  • "What are the most discussed tools for X topic?"

  • "Are users generally positive or negative about X topic?"

Instant Analysis: The AI analyzes thousands of filtered conversations to provide:

  • Comprehensive answers with specific examples

  • Links to relevant threads and comments

  • Statistical insights and trend identification

  • Actionable recommendations

Context-Aware: The AI Assistant respects your current filters, analyzing only the data you've selected for more targeted insights.


Best Practices for Using Reddit Intelligence

To maximize the value of Reddit Intelligence, consider these proven strategies:

Regular Monitoring

  • Check your dashboard at least weekly

  • Set up a routine to review trending topics

  • Monitor sentiment shifts around important topics

  • Track competitor mentions for market changes

Strategic Filtering

  • Start broad to understand overall patterns

  • Use progressive filtering to dive deeper

  • Save important filter combinations for regular checks

  • Combine multiple filters for precise insights

Content Planning Integration

  • Use trending topics to inform your content calendar

  • Address pain points discovered in discussions

  • Incorporate audience language into your content

  • Create content that fills identified gaps

Competitive Advantage

  • Monitor competitor sentiment for positioning opportunities

  • Track tool comparisons to understand decision factors

  • Identify competitor weaknesses to address in content

  • Spot market gaps before competitors

Community Engagement

  • Identify and engage with top authors

  • Understand peak discussion times for content publishing

  • Use shared links to understand valued resources

  • Reference popular threads in your content


Understanding Your Plan Limits

Your Reddit Intelligence plan determines several key factors:

Data Collection Limits

  • Basic (10,000/month): Suitable for focused niche monitoring

  • Standard (50,000/month): Ideal for broader market analysis

  • Premium (250,000/month): Comprehensive multi-community tracking

Monitoring Capacity

  • Subreddit Limits: 10-30 communities depending on plan

  • Strategic Selection: Choose subreddits where your audience is most active

  • Quality over Quantity: Better to deeply analyze fewer, highly relevant communities

Historical Analysis

  • Data Retention: 180-720 days of historical data

  • Trend Analysis: Longer retention enables better pattern recognition

  • Seasonal Insights: Premium plan can track year-over-year changes


Troubleshooting Common Issues

Data Collection Stopped

If data collection pauses:

  • Check if you've reached your monthly limit

  • Contact support at feco@wordcrafter.ai or via the in-app chat feature if limits haven't been reached

Missing Subreddit Data

If a subreddit isn't showing data:

  • Confirm it was included in your setup

  • Check if the subreddit is active

  • Some niche subreddits may have limited daily activity

Inaccurate Topic Classification

If topics seem miscategorized:

  • Review your topic descriptions (25+ words recommended)

  • Contact support to refine topic definitions

  • More specific descriptions improve accuracy


Making the Most of Reddit Intelligence

Reddit Intelligence transforms time-consuming manual research into automated, actionable insights. By understanding how each feature works and implementing best practices, you can:

  • Create content that truly resonates with your audience

  • Stay ahead of trends and competitor movements

  • Build stronger connections with your community

  • Make data-driven decisions for your content strategy

Remember, Reddit Intelligence works best when used regularly and integrated into your content planning workflow. The insights you gather are only valuable when acted upon, so make reviewing your dashboard and implementing findings a consistent part of your strategy.

For additional support or questions about Reddit Intelligence, contact our team at feco@wordcrafter.ai or start a chat conversation. We're here to help you get the most value from your audience intelligence.

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