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How Crowd Intelligence Works: A Complete Guide

The complete guide to Crowd Intelligence: how setup and data gathering work, a full tour of every dashboard feature, plus best practices, plan limits, and troubleshooting.

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By Federico Pascual · CEO

Last updated 1 month ago · 9 min read

Crowd Intelligence turns the raw conversations happening across Reddit into a live picture of your audience: what they care about, how they feel, the words they use, and what is changing. This is the complete walkthrough. It covers how the system works, how to get set up, and how to read every part of your dashboard, plus best practices, plan limits, and answers to common questions.

What you can do with Crowd Intelligence

At its core, Crowd Intelligence lets you:

  • Track what your audience is talking about across the subreddits that matter to you.

  • See how sentiment shifts over time, by topic, and by competitor.

  • Watch competitors and tools get discussed, and notice when that discussion moves.

  • Pull the exact words and phrases your audience uses into your own content.

  • Ask questions in plain English with the AI Analyst and get answers grounded in the current conversations.

How it works, in three steps

Under the hood, Crowd Intelligence runs a simple loop:

  1. Setup. You tell us your niche, the subreddits to watch, and the topics and competitors to track. We build a dashboard tailored to your space.

  2. Data gathering. We continuously collect and analyze the relevant Reddit threads and comments, classifying each one by topic and sentiment.

  3. Analysis. Your dashboard distills all of it into metrics, charts and an AI Analyst you can question, so you can act on what your audience is saying.

Getting set up

Crowd Intelligence is a guided, done-for-you setup rather than a self-serve configuration. For the full checklist of what you need, see Crowd Intelligence Setup Requirements.

Subscription

An active Crowd Intelligence subscription is required. Your plan determines how many subreddits you can monitor and how much history you can analyze, covered under plan limits below.

The onboarding journey

Once you subscribe, onboarding runs in three short stages:

  1. Complete the setup form (day 1). You describe your niche and share the subreddits, topics, competitors and keywords you want tracked.

  2. Setup call (within 1 to 2 business days). We walk through your goals together and confirm exactly what your dashboard should monitor.

  3. Dashboard creation (1 to 2 business days after the call). We build your dashboard and start the first data collection. You get a link as soon as it is live.

How data gathering works

Continuous collection

After your dashboard goes live, collection runs continuously in the background. We gather new threads and comments from your subreddits as they appear, so the dashboard reflects an up-to-date view of the conversation rather than a one-time snapshot.

Data processing

Every thread and comment is analyzed and classified: which of your topics it belongs to, which competitors it mentions, and whether its sentiment is positive, neutral, negative or mixed. That classification is what powers the charts and filters you see.

Data limits and retention

How many subreddits you can track and how far back your history goes depend on your plan. If a topic is broader than your plan covers, tightening your subreddit list or upgrading gives you fuller coverage. See plan limits below.

A tour of your dashboard

This is the heart of Crowd Intelligence. Every metric and chart below responds to the filters you have active (date range, keywords, topics, competitors and subreddits), so the same dashboard answers very different questions depending on the slice you choose. For a focused walkthrough of just the headline numbers, see Understanding your dashboard metrics.

The metrics bar

The row of tiles at the top is your at-a-glance summary of the current slice: total conversations, the split between threads and comments, how many distinct authors are involved, average upvotes, and the share of positive sentiment. Each tile shows how it has moved versus the previous period.

The Crowd Intelligence dashboard metrics bar: headline tiles for Conversations, Threads, Comments, Authors, Average upvotes and Positive share, each with a change versus the previous period.

Filtering your view

The filter bar is how you turn the whole dashboard into an answer to a specific question. Set a date range and narrow by keyword, topic, competitor or subreddit, and every card below updates to match. Most cards are also clickable, so selecting a slice on one chart filters the rest.

The dashboard filter bar, where you set the date range and narrow the view by keywords, topics, competitors and subreddits.

Top Trends

Top Trends is your dashboard reading itself. Our AI reviews every thread and comment in the current slice and surfaces the most important patterns as a short, ranked list. Each trend has a Deep dive button that opens the AI Analyst with the full story, example discussions and why it matters.

The Top Trends card: an AI-written, numbered list of the most important patterns in the current conversations, each with a Deep dive button.

Topics

The Topics card ranks the subjects you defined during setup by share of conversation, so you can see what dominates your niche right now. Switch to the treemap view for a proportional layout, or click a topic to filter everything else to it.

The Topics card: a ranked bar chart showing how much of the conversation each tracked topic makes up.

Competitors and tools

The Competitors card ranks how often each competitor or tool you track comes up. It is the fastest way to see who owns the conversation in your space and where you have room to show up more.

The Competitors card: a ranked view of how often each competitor or tool you track is mentioned across the conversations.

Sentiment

The Sentiment share donut shows how your audience feels about the filtered conversations: the balance of positive, neutral, negative and mixed posts, with the total in the center. Click any slice to filter the whole dashboard to just that mood.

The Sentiment share donut breaking the filtered posts into positive, neutral, negative and mixed, with the total post count in the center.

Sentiment over time

Where the donut is a snapshot, Sentiment over time is the trend. It plots how the mix of positive, neutral and negative conversation shifts across your selected period, so you can catch a rising problem or a warming reception early.

The Sentiment over time chart, tracking how the balance of positive, neutral and negative conversation shifts across the selected period.

The language they use

This word cloud captures the actual words and phrases your audience uses most. The bigger the bubble, the more often it comes up. It is the fastest way to pick up the vocabulary that resonates and work it into your own content.

The language they use card: a word cloud where larger bubbles are the words and phrases mentioned most often across the conversations.

Movers: what's rising and falling

Movers compares this period with the last and sorts your topics and competitors into Trending, Steady and Falling, with the percentage change for each. Think of it as an early warning system for shifts in what your audience cares about.

The Movers card grouping topics into Trending, Steady and Falling with the percentage change for each.

Top threads

The Top threads table lists the highest-signal Reddit posts in your current slice, with the author, subreddit, score and sentiment for each. It is where you go from the numbers to the actual discussions worth reading and joining.

The Top threads table listing the highest-signal Reddit posts in the current slice, with author, subreddit, score and sentiment.

Top comments

Top comments does the same for individual replies, surfacing the standout comments inside the filtered conversations. Often the sharpest insight lives in a reply rather than the original post.

The Top comments table surfacing the most notable individual replies inside the filtered conversations.

Top authors

The Top authors table shows the Reddit accounts posting most about your topics. It is a ready-made shortlist of the voices shaping your niche, useful for research, outreach or simply knowing who to follow.

The Top authors table showing the Reddit accounts posting most about your topics, a shortlist of the voices shaping the conversation.

Top shared links

Top shared links lists the URLs your audience links to most often. It is a direct read on the content, tools and sources they already trust, and a strong signal for what to create or where to get mentioned.

The Top shared links table listing the URLs your audience links to most often, a read on the content and sources they trust.

Advanced filters

Expand the advanced panel for finer control: filter by sentiment, score, author and more. Stacking these lets you answer very precise questions, such as negative conversations about a specific competitor in the last two weeks.

The advanced filter panel expanded, with controls for sentiment, score, authors and more precise slices of the data.

The AI Analyst

When you would rather just ask, the AI Analyst answers in plain English and analyzes the exact slice you are looking at. Ask it to summarize a trend, compare two topics, or pull example threads, and it responds with a breakdown and links you can follow.

The AI Analyst panel open, answering a question in plain English with a breakdown grounded in the current conversations and example links.

Best practices

A few habits get the most out of Crowd Intelligence. For the full set with examples, see Best Practices for Using the Crowd Intelligence Dashboard.

  • Monitor regularly. Check in on a consistent rhythm so you notice shifts while they are still early.

  • Filter with intent. Start from a question, then stack filters until the dashboard answers exactly that.

  • Feed it into your content. Turn the language, topics and trends you find into briefs, posts and pages.

  • Watch the competition. Use the competitor and movers views to spot gaps you can own.

  • Engage the community. Use Top threads, comments and authors to join the conversations that matter, not just observe them.

Understanding your plan limits

Your plan sets a few boundaries. For current tiers and pricing, see Crowd Intelligence: Plans.

  • Data collection. How many subreddits you can monitor at once.

  • Monitoring capacity. How many topics and competitors you can track.

  • Historical analysis. How far back your dashboard can look.

If you are bumping into a limit, tightening your focus or moving up a tier restores full coverage.

Troubleshooting

Data collection seems to have stopped

If new conversations are not appearing, first check that your date range includes recent dates and that your filters are not too narrow. If the dashboard still looks stale, reach out and we will check collection on our side.

A subreddit is missing data

Very small or very new subreddits produce little to analyze, so they can look empty. If an active subreddit is missing, let us know and we will confirm it is in your collection set.

Topic classification looks off

Classification improves as the system sees more of your conversations. If a topic is consistently miscategorized, tell us during a check-in and we will tune it.

Where to go next

You now have the full picture of how Crowd Intelligence works. From here:

Still have a question? Contact support and we will help.

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