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Scouttlo

by Scouttlo  ·  Free

AI-powered SaaS idea discovery — scans Reddit, HackerNews, and ProductHunt daily, scores opportunities on urgency, market size, feasibility and competition. Free daily digest.

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4.0
Avg Score
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📋 Editorial Review

In-Depth Editorial
Scouttlo Review 2026: AI That Scans Reddit So You Don't Have To
Scouttlo scans Reddit, HackerNews, and ProductHunt daily for founder pain points and scores every opportunity on urgency, market size, feasibility, and competition. Free, no fluff, just validated SaaS ideas waiting to be built.
✎ pat bob 🕑 6 min read 👁 400 views
8.2
Score
Read Review →

About Scouttlo

Scouttlo scans Reddit, HackerNews, ProductHunt, Dev.to, GitHub, and dozens of RSS feeds daily to surface real founder pain points — posts where people are asking for tools that don't exist. ScouttloAI scores each opportunity 1–10 across four dimensions: urgency, market size, feasibility, and competition. Every idea includes the exact quote that triggered it so you can verify it's grounded in a real request, not AI hallucination. Results are available via a browsable dashboard with filters by score, vertical, and industry — or delivered as a daily digest of the top 5 opportunities to your inbox every morning. Pricing is coming soon; currently free. API access planned for Phase 3.

✅ Key Features

  • Daily AI-scored SaaS opportunities, 4-dimension scoring (urgency, market size, feasibility, competition), Sources: Reddit, HackerNews, ProductHunt, Dev.to, GitHub, RSS, Exact source quote per idea, Dashboard with vertical and score filters, Daily email digest (top 5), API access (roadmap)

🧩 Specs

Platforms
Web
Integrations
RedditHackerNewsProductHuntDev.toGitHubRSS

🎯 Best For & Tags

Best For
SaaS idea validationFounder market researchIdentifying underserved nichesCompetitive landscape analysisDaily opportunity monitoring
Tags
SaaS ideasidea generationmarket validationfounder toolsReddit insightsHackerNewsProductHuntAI scoringopportunity discovery

⭐ User Reviews

Write a Review →
★★★★☆
4/5 04 May 2026
Replaces hours of Reddit scrolling with a scored shortlist every morning
“Daily AI-scored SaaS opportunities sourced from Reddit, HackerNews and ProductHunt. Four-dimension scoring with source quotes so you can verify every idea is grounded in real pain.”
By AITools
✓ Pros

Replaces manual Reddit/HackerNews scrolling with daily scored opportunities. Source quote per idea grounds everything in real pain. Four-dimension scoring is genuinely useful signal. Daily email digest. Completely free with no friction.

✗ Cons

AI scoring is signal not validation — requires further research before building. No API for workflow integration. Paid tier TBA. Multilingual consistency still in progress.