Scan Reddit for Startup Opportunities in ~3 Minutes (Evidence-Backed)

This guide is for builders and early founders who want to reduce the worst product risk:

Building something nobody wants.

Signal Hunt is built for speed and proof:

• It automatically clusters recurring pains into Opportunity Cards.
• It extracts a 6‑Business‑Signals Pack per opportunity.
• Every claim links back to real Reddit sources (Evidence Pack).
• You can revisit results in your Dashboard and export as Markdown.

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The Output (What You Should Have After ~3 Minutes)

At the end, you should have a report with:

• A ranked list of Opportunity Cards (Worth‑it Score + Confidence)
• A 6‑Business‑Signals Pack per opportunity (Pain, Workaround, WTP, Resistance, Persona, Desire)
• Click‑through evidence links for each signal
• A saved report in your Dashboard (for later review and sharing)

If you get 0 opportunities, don’t panic. It usually means you need a better terrain/time range (see Guide: “What to do when you get 0 opportunities”).

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The ~3-Minute Workflow (Repeatable)

Step 1: Pick the Terrain (Where the Truth Lives)

Start from a Reddit place where your target persona describes workflows and problems:

• Subreddit: r/SaaS, r/Entrepreneur, niche practitioner subs
• Search results: reddit.com/search?q=... (best when you already have keywords)
• Custom feed (multi-reddit): reddit.com/user/<name>/m/<feed> (reduces single-community bias)
• Home / Popular / All: useful for broad discovery, less precise than search

Terrain rules:

• Prefer communities where people discuss work and process, not just news.
• Avoid meme-heavy pages.
• If you have a hypothesis, start from search keywords. If you don’t, start from a niche subreddit.

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Step 2: Open the Signal Hunt Side Panel

On the Reddit page you chose, click the extension icon to open the side panel.

If you land on a thread page (a single post), the extension will show “Page Not Supported”. Switch to a subreddit, search results, or a custom feed.

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Step 3: Choose a Time Range

Pick how far back you want Signal Hunt to scan:

• Today (day)
• This Week (week)
• This Month (month)
• This Year (year)
• All Time (all)

How to pick:

• Fast-moving consumer/tool trends: start with Month.
• B2B workflows: start with Year.
• If you get 0 opportunities: expand the range.

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Step 4: Click Analyze (One Click)

Click Analyze to start the automated pipeline:

• Collect posts
• Read key comments for context
• Identify business signals
• Gather evidence you can verify
• Run AI analysis and generate Opportunity Cards

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Step 5: Review the Top Opportunities

In the results view, scan for:

• High Worth‑it Score
• Confidence = High/Medium when there’s stronger evidence
• Clear Pain with concrete costs (time/money/risk)
• Non-empty Workaround and/or WTP (strong validation signals)

Pro tip: if an opportunity has Pain but missing Workaround/WTP, treat it as “real frustration, unclear buying intent” until proven otherwise.

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Step 6: Verify Evidence (Don’t Trust the Summary)

Click evidence links and read the originals. You’re looking for:

• Is the pain described in a real workflow?
• Are workarounds actual behaviors (not “it would be nice if”)?
• Is WTP explicit (prices, budgets) or implied (time cost, “we already pay X”)?
• What resistance shows up (migration, trust, complexity)?

If you want to pressure-test, also look for counter‑evidence inside the same threads:

• “Not a problem for me”
• “Solved by X”
• “Not worth paying for”
• “Wouldn’t trust a tool like this”

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Make a Decision (Greenlight / Hold / Kill)

Use the Opportunity Card like a decision checklist:

• Greenlight: strong Pain + evidence of Workaround and/or WTP, resistance seems manageable.
• Hold: Pain is clear but Workaround/WTP is missing or thin → your next step is to collect missing signals.
• Kill: weak Pain, no real workarounds, or resistance dominates (e.g., “solved already / not worth it”).

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Save, Share, and Compound Your Research

Once you pick a top opportunity:

• Click View in Dashboard to revisit the full report later.
• Use Copy as Markdown to paste into Notion/Docs and share with a cofounder.
• Favorite the opportunity in the Dashboard to build a personal “pain database”.

[IMAGE NEEDED: Screenshot of “View in Dashboard” and the Dashboard report page showing multiple opportunities.]

Recommended Next Read

• Guide #1: The 6 Business Signals Pack (so you know what “good evidence” looks like)
• Guide: How to read an Opportunity Card (to turn cards into decisions faster)
• Guide: What to do when you get 0 opportunities (fast troubleshooting)